学会名
タイトル
発表者（連名含む）
Link:
発表年月日
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IEEE/RSJ International Conference on Intelligent Robots and Systems（IROS）2024
A Contact Model based on Denoising Diffusion to Learn Variable Impedance Control for Contact-rich Manipulation
Masashi Okada, Mayumi Komatsu and Tadahiro Taniguchi
arXiv: https://arxiv.org/abs/2403.13221 -
The 41st International Conference on Machine Learning(ICML 2024)
Split-Ensemble: Efficient OOD-aware Ensemble via Task and Model Splitting
Anthony Chen, Huanrui Yang, Yulu Gan, Denis Gudovskiy, Zhen Dong, Haofan Wang, Tomoyuki Okuno, Yohei Nakata, Kurt Keutzer, Shanghang Zhang
arXiv: https://arxiv.org/abs/2312.09148 -
The 41st International Conference on Machine Learning(ICML 2024)
Hyperbolic Active Learning for Semantic Segmentation under Domain Shift
Luca Franco, Paolo Mandica, Konstantinos Kallidromitis, Devin Guillory, Yu-Teng Li, Trevor Darrell, Fabio Galasso
arXiv: https://arxiv.org/abs/2306.11180 -
ICML '24 Workshop on Advancing Neural Network Training (WANT): Computational Efficiency, Scalability, and Resource Optimization
Fisher-aware Quantization for DETR Detectors with Critical-category Objectives
Huanrui Yang, Yafeng Huang, Zhen Dong, Denis Gudovskiy, Tomoyuki Okuno, Yohei Nakata, Yuan Du, Kurt Keutzer, Shanghang Zhang
arXiv: https://arxiv.org/abs/2407.03442 -
The Conference on Uncertainty in Artificial Intelligence（UAI2024）
ContextFlow++: Generalist-Specialist Flow-based Generative Models with Mixed-Variable Context Encoding
Denis Gudovskiy, Tomoyuki Okuno, Yohei Nakata
arXiv: https://arxiv.org/abs/2406.00578 -
CVPR2024 Ego4D EgoSchemaChallenge
VDMA: Video Question Answering with Dynamically Generated Multi-Agents
Noriyuki Kugo, Tatsuya Ishibashi, Kosuke Ono, Yuji Sato
arXiv: https://arxiv.org/abs/2407.03610
Github: https://github.com/PanasonicConnect/VDMA
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The IEEE/CVF Conference on Computer Vision and Pattern Recognition（CVPR2024）
Active Domain Adaptation with False Negative Prediction for Object Detection
Yuzuru Nakamura, Yasunori Ishii, Takayoshi Yamashita
arXiv: https://openaccess.thecvf.com//content/CVPR2024/html/Nakamura_Active_Domain_Adaptation_with_False_Negative_Prediction_for_Object_Detection_CVPR_2024_paper.html -
The IEEE/CVF Conference on Computer Vision and Pattern Recognition（CVPR2024）
Deep Single Image Camera Calibration by Heatmap Regression to Recover Fisheye Images Under Manhattan World Assumption
Nobuhiko Wakai, Satoshi Sato, Yasunori Ishii, Takayoshi Yamashita
arXiv: https://openaccess.thecvf.com/content/CVPR2024/html/Wakai_Deep_Single_Image_Camera_Calibration_by_Heatmap_Regression_to_Recover_CVPR_2024_paper.html -
The 38th Annual AAAI Conference on Artificial Intelligence（AAAI 2024）
Efficient Deweather Mixture-of-Experts with Uncertainty-aware Feature-wise Linear Modulation
Rongyu Zhang, Yulin Luo, Jiaming Liu, Huanrui Yang, Zhen Dong, Denis Gudovskiy, Tomoyuki Okuno, Yohei Nakata, Kurt Keutzer, Yuan Du, Shanghang Zhang
arXiv: https://arxiv.org/abs/2312.16610 -
EEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2024
Learning Intra-Class Multimodal Distributions With Orthonormal Matrices
Jumpei Goto, Yohei Nakata, Kiyofumi Abe, Yasunori Ishii and Takayoshi Yamashita
URL: https://openaccess.thecvf.com/content/WACV2024/html/Goto_Learning_Intra-Class_Multimodal_Distributions_With_Orthonormal_Matrices_WACV_2024_paper.html -
The 37th Annual Conference on Neural Information Processing Systems (NeurIPS 2023)
Hierarchical Open-vocabulary Universal Image Segmentation
Xudong Wang, Shufan Li, Konstantinos Kallidromitis, Yusuke Kato, Kazuki Kozuka, Trevor Darrell
arXiv: https://arxiv.org/abs/2307.00764 -
International Conference on Computer Vision (ICCV) 2023
Representation Uncertainty in Self-Supervised Learning as Variational Inference
Hiroki Nakamura, Masashi Okada and Tadahiro Taniguchi
URL: https://openaccess.thecvf.com/content/ICCV2023/html/Nakamura_Representation_Uncertainty_in_Self-Supervised_Learning_as_Variational_Inference_ICCV_2023_paper.html -
International Conference on Computer Vision (ICCV) 2023
Invariant Feature Regularization for Fair Face Recognition
Jiali Ma, Zhongqi Yue, Kagaya Tomoyuki, Suzuki Tomoki, Karlekar Jayashree, Sugiri Pranata, Hanwang Zhang
URL: https://openaccess.thecvf.com/content/ICCV2023/html/Ma_Invariant_Feature_Regularization_for_Fair_Face_Recognition_ICCV_2023_paper.html -
International Conference on Intelligent Robots and Systems (IROS) 2023
Learning Compliant Stiffness by Impedance Control-Aware Task Segmentation and Multi-Objective Bayesian Optimization with Priors
Masashi Okada, Mayumi Komatsu, Ryo Okumura , Tadahiro Taniguchi
arXiv: https://arxiv.org/abs/2307.15345 -
International Conference on Intelligent Robots and Systems (IROS) 2023
Vision-Based In-Hand Manipulation of Variously Shaped Objects Via Contact Point Prediction
Yuzuka Isobe, Sunhwi Kang, Takeshi Shimamoto, Yoshinari Matsuyama, Sarthak Pathak, Kazunori Umeda
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IROS 2023 Workshop on World Models and Predictive Coding in Cognitive Robotics
World-Model-Based Control for Industrial box-packing of Multiple Objects using NewtonianVAE
Yusuke Kato,Ryo Okumura , Tadahiro Taniguchi
arXiv: https://arxiv.org/abs/2308.02136 -
IROS2023 The Last-Mile Robotics Workshop: Envisioning Effective, Sustainable and Human-Centric Delivery
Drone Routing Problem: Multi-agent Path Finding Problem for Safe and Efficient Last-mile Delivery
Hideki Aoyama, Atuyoshi Kita, Shiyao Ding, and Donghui Li
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39th Conference on Uncertainty in Artificial Intelligence (UAI2023)
Concurrent Misclassification and Out-of-Distribution Detection for Semantic Segmentation via Energy-Based Normalizing Flow
Denis Gudovskiy, Tomoyuki Okuno, Yohei Nakata
arXiv: https://arxiv.org/abs/2305.09610 -
18th International Conference on Machine Vision Applications (MVA2023)
PALF: Pre-Annotation and Camera-LiDAR Late Fusion for the Easy Annotation of Point Clouds
Yucheng Zhang, Masaki Fukuda, Yasunori Ishii, Kyoko Ohshima, Takayoshi Yamashita
arXiv: https://arxiv.org/abs/2304.08591 -
Ego4D Long Term Action Anticipation Challenge 2023 at CVPR2023
Technical Report for Ego4D Long Term Action Anticipation Challenge 2023
Tatsuya Ishibashi, Kosuke Ono, Noriyuki Kugo, Yuji Sato
arXiv: https://arxiv.org/abs/2307.01467 -
The 22nd International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2023)
Online Re-Planning and Adaptive Parameter Update for Multi-Agent Path Finding with Stochastic Travel Times
Atsuyoshi Kita, Nobuhiro Suenari, Masashi Okada and Tadahiro Taniguchi
arXiv: https://arxiv.org/abs/2302.01489 -
Asian Conference on Computer Vision (ACCV) 2022
Few-shot Adaptive Object Detection with Cross-Domain CutMix
Yuzuru Nakamura, Yasunori Ishii, Yuki Maruyama and Takayoshi Yamashita
Link: https://openaccess.thecvf.com/content/ACCV2022/html/Nakamura_Few-shot_Adaptive_Object_Detection_with_Cross-Domain_CutMix_ACCV_2022_paper.html -
European Conference on Computer Vision (ECCV) 2022
Rethinking Generic Camera Models for Deep Single Image Camera Calibration to Recover Rotation and Fisheye Distortion
Nobuhiko Wakai, Satoshi Sato, Yasunori Ishii and Takayoshi Yamashita
arXiv: https://arxiv.org/abs/2111.12927
Project page: https://github.com/panasonic-ai/rethinking-generic-camera-models
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European Conference on Computer Vision (ECCV) 2022
MTTrans: Cross-Domain Object Detection with Mean-Teacher Transformer
Jinze Yu, Jiaming Liu, Xiaobao Wei, Haoyi Zhou, Yohei Nakata, Denis Gudovskiy, Tomoyuki Okuno, Jianxin Li, Kurt Keutzer and Shanghang Zhang
arXiv: https://arxiv.org/abs/2205.01643 -
European Conference on Computer Vision (ECCV) 2022
Equivariance and Invariance Inductive Bias for Learning from Insufficient Data
Tan Wang, Qianru Sun, Sugiri Pranata, Karlekar Jayashree and Hanwang Zhang
arXiv: https://arxiv.org/abs/2207.12258 -
ECCV2022 Workshop AV4D: Visual Learning of Sounds in Spaces
Invisible-to-Visible: Privacy-Aware Human Segmentation using Airborne Ultrasound via Collaborative Learning Probabilistic U-Net
Risako Tanigawa, Yasunori Ishii, Kazuki Kozuka, Takayoshi Yamashita
Link: https://arxiv.org/abs/2205.05293 -
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 2022
DreamingV2: Reinforcement Learning with Discrete World Models without Reconstruction
Masashi Okada, Tadahiro Taniguchi
Link: https://arxiv.org/abs/2203.00494 -
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 2022
Tactile-Sensitive NewtonianVAE for High-Accuracy Industrial Connector Insertion
Ryo Okumura, Nobuki Nishio, Tadahiro Taniguchi
Link: https://arxiv.org/abs/2203.05955 -
20th International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS)
Combining Multiagent Reinforcement Learning and Search Method for Drone Delivery on a Non-Grid Graph
Shiyao Ding, Hideki Aoyama, and Donghui Lin
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IEEE/CVF International Conference on Computer Vision Workshop (ICCVW) 2021 "Interactive Labeling and Data Augmentation for Vision (ILDAV)"
CutDepth:Edge-aware Data Augmentation in Depth Estimation
Yasunori Ishii, Takayoshi Yamashita
Link: https://arxiv.org/abs/2107.07684 -
IEEE/CVF International Conference on Computer Vision Workshop (ICCVW) 2021 "Physics Based Vision Meets Deep Learning (PBDL)"
Deep Single Fisheye Image Camera Calibration for Over 180-degree Projection of Field of View
Nobuhiko Wakai, Takayoshi Yamashita
Link: https://openaccess.thecvf.com/content/ICCV2021W/PBDL/html/Wakai_Deep_Single_Fisheye_Image_Camera_Calibration_for_Over_180-Degree_Projection_ICCVW_2021_paper.html -
Winter Conference on Applications of Computer Vision (WACV2022)
CFLOW-AD: Real-Time Unsupervised Anomaly Detection with Localization via Conditional Normalizing Flows
Denis Gudovskiy, Shun Ishizaka and Kazuki Kozuka
Link: https://arxiv.org/abs/2107.12571 -
The 13th Asian Conference on Machine Learning (ACML2021)
Contrastive Neural Processes for Self-Supervised Learning
Konstantinos Kallidromitis, Denis Gudovskiy, Kazuki Kozuka, Iku Ohama and Luca Rigazio
Link: http://www.acml-conf.org/2021/conference/accepted-papers/266/ -
IEEE International Conference on Machine Vision and Applications (MVA) 2021
Lossless AI: Toward Guaranteeing Consistency between Inferences Before and After Quantization via Knowledge Distillation (Best Poster Award)
Tomoyuki Okuno, Yohei Nakata, Yasunori Ishii, and Sotaro Tsukizawa
Link: http://www.mva-org.jp/Proceedings/2021/papers/P1-9.pdf -
IEEE International Conference on Machine Vision and Applications (MVA) 2021
Multiple Fisheye Camera Calibration and Stereo Measurement Methods for Uniform Distance Errors throughout Imaging Ranges
Nobuhiko Wakai, Takeo Azuma, Kunio Nobori
Link: http://www.mva-org.jp/Proceedings/2021/papers/P3-11.pdf -
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD2021)
Analyzing Research Trends in Inorganic Materials Literature Using NLP
Fusataka Kuniyoshi, Jun Ozawa, Makoto Miwa
Link: https://arxiv.org/abs/2106.14157 -
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2021
Home Action Genome: Cooperative Compositional Action Understanding
Nishant Rai, Haofeng Chen, Jingwei Ji, Rishi Desai, Kazuki Kozuka, Shun Ishizaka, Ehsan Adeli, Juan Carlos Niebles
Link: https://openaccess.thecvf.com/content/CVPR2021/html/Rai_Home_Action_Genome_Cooperative_Compositional_Action_Understanding_CVPR_2021_paper.html -
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2021
AutoDO: Robust AutoAugment for Biased Data with Label Noise via Scalable Probabilistic Implicit Differentiation
Denis Gudovskiy,Luca Rigazio, Shun Ishizaka, Kazuki Kozuka, Sotaro Tsukizawa
Link: https://openaccess.thecvf.com/content/CVPR2021/html/Gudovskiy_AutoDO_Robust_AutoAugment_for_Biased_Data_With_Label_Noise_via_CVPR_2021_paper.html -
IEEE International Conference on Robotics and Automation (ICRA) 2021
Dreaming: Model-based Reinforcement Learning by Latent Imagination without Reconstruction
Masashi Okada, Tadahiro Taniguchi
Link: https://arxiv.org/abs/2007.14535 -
PLOS ONE
Panacea: Visual exploration system for analyzing trends in annual recruitment using time-varying graphs
Toshiyuki Yokoyama, Masashi Okada, Tadahiro Taniguchi
Link: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0247587 -
Black Hat Europe 2020
Graph Convolutional Network-based Suspicious Communication Pair Estimation for Industrial Control Systems
Tatsumi Oba, Tadahiro Taniguchi
Link: https://arxiv.org/abs/2007.10204 -
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 2020
PlaNet of the Bayesians: Reconsidering and Improving Deep Planning Network by Incorporating Bayesian Inference
Masashi Okada, Norio Kosaka, Tadahiro Taniguchi
Link: https://arxiv.org/abs/2003.00370 -
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 2020
Domain-Adversarial and -Conditional State Space Model for Imitation Learning
Ryo Okumura, Masashi Okada, Tadahiro Taniguchi
Link: https://arxiv.org/abs/2001.11628 -
European Conference on Computer Vision(ECCV) Workshop "The Bright and Dark Sides of Computer Vision: Challenges and Opportunities for Privacy and Security (CV-COPS20)"
Privacy-Aware Face Recognition with Lensless Multi-Pinhole Camera
Yasunori Ishii, Takayoshi Yamashita, Satoshi Sato
Link: https://link.springer.com/chapter/10.1007/978-3-030-68238-5_35 -
International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2020
Estimation Model for Lower Extremity Strength Using Gait Movement Measured with Inertial Sensor Considering Differences of Sex and Environment
Maho Shiotani, Takahiro Hiyama, Yoshikuni Sato, Jun Ozawa, Yoshiyuki Kobayashi
Link: https://ieeexplore.ieee.org/document/9176384 -
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2020
Compressed Volumetric Heatmaps for Multi-Person 3D Pose Estimation
Matteo Fabbri, Fabio Lanzi, Simone Calderara, Stefano Alletto, Rita Cucchiara
Link: https://openaccess.thecvf.com/content_CVPR_2020/html/Fabbri_Compressed_Volumetric_Heatmaps_for_Multi-Person_3D_Pose_Estimation_CVPR_2020_paper.html -
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2020
Deep Active Learning for Biased Datasets via Fisher Kernel Self-Supervision
Denis Gudovskiy, Alec Hodgkinson, Takuya Yamaguchi, Sotaro Tsukizawa
Link: https://openaccess.thecvf.com/content_CVPR_2020/html/Gudovskiy_Deep_Active_Learning_for_Biased_Datasets_via_Fisher_Kernel_Self-Supervision_CVPR_2020_paper.html -
International Conference on Computer Vision Theory and Applications (VISAPP) 2020
Simultaneous Visual Context-aware Path Prediction
Haruka Iesaki, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi, Yasunori Ishii, Kazuki Kozuka, Ryota Fujimura
Link: https://www.scitepress.org/Link.aspx?doi=10.5220/0008921307410748 -
Proceedings of the 12th International Conference on Language Resources and Evaluation (LREC) 2020
Annotating and Extracting Synthesis Process of All-Solid-State Batteries from Scientific Literature
Fusataka Kuniyoshi, Kohei Makino, Jun Ozawa, Makoto Miwa
Link: https://arxiv.org/abs/2002.07339 -
Workshop at The thirty fourth AAAI Conference on Artificial Intelligence
RandomNet: Towards Fully Automatic Neural Architecture Design for Multimodal Learning
Stefano Alletto, Shenyang Huang, Vincent Francois-Lavet, Yohei Nakata and Guillaume Rabusseau
Link: https://arxiv.org/pdf/2003.01181.pdf -
Current Alzheimer Research 2020;17(1):60-68
Automatic Detection of Cognitive Impairments through Acoustic Analysis of Speech
Ryosuke Nagumo, Yaming Zhang, Yuki Ogawa, Mitsuharu Hosokawa, Kengo Abe, Takaaki Ukeda, Sadayuki Sumi, Satoshi Kurita, Sho Nakakubo, Sangyoon Lee, Takehiko Doi, Hiroyuki Shimada
Link: https://www.ncbi.nlm.nih.gov/pubmed/32053074 -
NeurIPS 2019 demo track
Smart Home Appliances: Chat with Your Fridge
Denis Gudovskiy, Gyuri Han, Takuya Yamaguchi, Sotaro Tsukizawa
Link: https://arxiv.org/abs/1912.09589 -
Embedded Security in Cars(escar) Europe 2019
Intrusion Detection and Prevention System for FlexRay against spoofed frame injection
Takeshi Kishikawa, Ryo Hirano, Yoshihiro Ujiie, Tomoyuki Haga, Hideki Matsushima, Kazuya Fujimura and Jun Anzai
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IEEE International Conference on Intelligent Robots and Systems (IROS 2019)
Adjusting Weight of Action Decision in Exploration for Logistics Warehouse Picking Learning
Yusuke Kato, Tomoaki Nakamura, Takayuki Nagai, Natsuki Yamanobe, Kazuyuki Nagata, Jun Ozawa
Link: https://ieeexplore.ieee.org/document/8967581 -
IEEE/CVF International Conference on Computer Vision Workshop (ICCVW 2019)
Adherent Raindrop Removal with Self-Supervised Attention Maps and Spatio-Temporal Generative Adversarial Networks
Stefano Alletto, Casey Carlin, Luca Rigazio, Yasunori Ishii, Sotaro Tsukizawa
Link: http://openaccess.thecvf.com/content_ICCVW_2019/papers/ADW/Alletto_Adherent_Raindrop_Removal_with_Self-Supervised_Attention_Maps_and_Spatio-Temporal_Generative_ICCVW_2019_paper.pdf -
ITS World Congress 2019 (The 26th World Congress on Intelligent Transport Systems)
Computer Graphic Simulator for AI Automotive Algorithm Development
Karthikk Subramanian, Sugiri Pranata, Sheng Mei Shen, Ryota Fujimura, Yasunori Ishii, Sotaro Tsukizawa
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ITS World Congress 2019 (The 26th World Congress on Intelligent Transport Systems)
Visual Mapping and Localization for Autonomous Vehicle Field Trials in Singapore
Zheng Wu, Pongsak Lasang, Takafumi Tokuhiro
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IEEE Intelligent Transportation Systems Conference (ITSC 2019)
In-Vehicle Network Intrusion Detection and Explanation Using Density Ratio Estimation
Daiki Tanaka, Makoto Yamada, Hisashi Kashima, Takeshi Kishikawa, Tomoyuki Haga, Takamitsu Sasaki
Link: https://ieeexplore.ieee.org/document/8917300 -
IEEE Transactions on Systems, Man, and Cybernetics: Systems
Modular Lightweight Network for Road Object Detection Using a Feature Fusion Approach
Yazhou Liu, Sen Cao, Pongsak Lasang, Shengmei Shen
Link: https://ieeexplore.ieee.org/document/8871351 -
Embedded Security in Cars(escar) Asia 2019
FlexRayへのなりすまし攻撃とIDPSの提案
Takeshi Kishikawa, Ryo Hirano, Yoshihiro Ujiie, Tomoyuki Haga, Hideki Matsushima, Kazuya Fujimura, Jun Anzai
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IEEE International Conference on Robotics and Automation (ICRA 2020)
Multi-person Pose Tracking using Sequential Monte Carlo with Probabilistic Neural Pose Predictor
Masashi Okada, Shinji Takenaka, Tadahiro Taniguchi
Link: https://arxiv.org/abs/1909.07031 -
NeurIPS 2019 Deep Reinforcement Learning Workshop
DoorGym: A Scalable Door Opening Environment And Baseline Agent
Yusuke Urakami, Alec Hodgkinson, Casey Carlin, Randall Leu, Luca Rigazio, Pieter Abbeel
Link: https://arxiv.org/abs/1908.01887 -
IEEE Access
MOBIUS: Model-Oblivious Binarized Neural Networks
Hiromasa Kitai, Jason Paul Cruz, Naoto Yanai, Naohisa Nishida, Tatsumi Oba, Yuji Unagami, Tadanori Teruya,Nuttapong Attrapadung,Takahiro Matsuda, Goichiro Hanaoka
Link: https://ieeexplore.ieee.org/document/8824120 -
Conference on Robot Learning (CoRL 2019)
Variational Inference MPC for Bayesian Model-based Reinforcement Learning
Masashi Okada, Tadahiro Taniguchi
Link: https://arxiv.org/abs/1907.04202 -
IEEE Transactions on Intelligent Transportation Systems, Volume: 20 , Issue: 10
Driver Pose Estimation Using Recurrent Lightweight Network and Virtual Data Augmented Transfer Learning
Yazhou Liu, Pongsak Lasang, Sugiri Pranata, Shengmei Shen, Wenchao Zhang
Link: https://ieeexplore.ieee.org/abstract/document/8743560 -
Applied Sciences 2019, 9(1), 128
Improvement in Classification Performance Based on Target Vector Modification for All-Transfer Deep Learning
Yoshihide Sawada, Yoshikuni Sato, Toru Nakada, Shunta Yamaguchi, Kei Ujimoto, Nobuhiro Hayashi
Link: https://www.mdpi.com/2076-3417/9/1/128 -
SAE International Journal of Transportation Cybersecurity and Privacy
Vulnerability of FlexRay and Countermeasures
Takeshi Kishikawa, Ryo Hirano, Yoshihiro Ujiie, Tomoyuki Haga, Hideki Matsushima, Kazuya Fujimura, Jun Anzai
Link: https://saemobilus.sae.org/content/11-02-01-0002/ -
ICLR The 2nd Learning from Limited Labeled Data (LLD) Workshop
Explanation-Based Attention for Semi-Supervised Deep Active Learning
Denis Gudovskiy, Alec Hodgkinson, Takuya Yamaguchi, Sotaro Tsukizawa
Link: https://openreview.net/forum?id=SyxKiVmedV -
International Journal of Computer Vision 127, pp1162–1174 (2019)
Visibility Enhancement by Integrating Refocusing and Direct-Global Separation with Contact Imaging
Fusataka Kuniyoshi, Takuya Funatomi, Hiroyuki Kubo, Yoshihide Sawada, Yumiko O. Kato, Yasuhiro Mukaigawa
Link: https://rd.springer.com/article/10.1007/s11263-019-01173-5 -
IEEE Ineternational Conference on Consumer Electronics(ICCE) 2019
Lifestyle analysis with IoT data acquired from coffee roaster for service development
Masaaki Terano, Ayaka Kimura, Jun Ozawa, Yuri Nishikawa, Takeshi Takenaka, Fuko Oura
Link: https://ieeexplore.ieee.org/document/8661953 -
Deep Reinforcement Learning Workshop NeurIPS 2018
Disentangling Controllable and Uncontrollable Factors by Interacting with the World
Yoshihide Sawada, Luca Rigazio, Koji Morikawa, Masahiro Iwasaki, Yoshua Bengio
Link: https://drive.google.com/open?id=0B_utB5Y8Y6D5UWVUMkhSckRjZTdKdTk5ZWxxRXVNaWNtOVpB -
IEEE International Conference on Big Data (Big Data) 2018
Mobility Optimization on Cyber Physical System via Multiple Object Tracking and Mathematical Programming
Nozomi Hata, Takashi Nakayama, Akira Tanaka, Takashi Wakamatsu, Akihiro Yoshida, Nariaki Tateiwa, Yuri Nishikawa, Jun Ozawa, Katsuki FujisawaTakenaka, Fuko Oura
Link: https://ieeexplore.ieee.org/document/8622146 -
Radiological Society of North America 104th
Anatomical Borderline Structure Detection in Chest X-Ray by Deep Neural Networks
Shinichi Fujimoto, Kenji Kondo, Harumi Itou, Hirohiko Kimura, Toshiki Adachi, Masaki Kiyono, Masato Tanaka, Jun Ozawa
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NeurIPS Workshop on Systems for ML and Open Source Software
Explain to Fix: A Framework to Interpret and Correct DNN Object Detector Predictions
Denis Gudovskiy, Alec Hodgkinson, Takuya Yamaguchi, Yasunori Ishii, Sotaro Tsukizawa
Link: https://arxiv.org/abs/1811.08011 -
Data Science and Big Data Analytics (DSBDA), IEEE International Conference on Data Mining Workshop (ICDMW 2018)
An Extension of Gradient Boosted Decision Tree Incorporating Statistical Tests
Ryuji Sakata, Iku Ohama, Tadahiro Taniguchi
Link: https://ieeexplore.ieee.org/document/8637438 -
Transactions of the Japanese Society for Artificial Intelligence (JSAI)
Discovering Relevance-Dependent Bicluster Structure from Relational Data: A Model and Algorithm
Iku Ohama, Takuya Kida, Hiroki Arimura
Link: https://www.jstage.jst.go.jp/article/tjsai/33/6/33_B-I46/_article/-char/ja -
IEICE Transactions on Information and Systems, E101.D (2018)
Discovering Co-cluster Structure from Relationships between Biased Objects
Iku Ohama, Takuya Kida, Hiroki Arimura
Link: https://www.jstage.jst.go.jp/article/transinf/E101.D/12/E101.D_2017EDP7195/_article/-char/ja -
生体医工学 Vol.57, No.1, pp.27-34, 2019 / 生体医工学シンポジウム
歩行中の加速度・角速度を用いた高齢者の下肢筋力推定
樋山 貴洋, 佐藤 佳州, 小林 吉之, 小澤 順
Link: https://www.jstage.jst.go.jp/article/jsmbe/57/1/57_27/_article/-char/ja -
生体医工学 Vol.56, No.6, pp243-251, 2018
深層学習を用いた胸部X線画像からの解剖学的構造の領域検出
近藤 堅司, 小澤 順, 清野 正樹, 藤本 真一, 田中 雅人, 安達 登志樹, 伊藤 春海, 木村 浩彦
Link: https://www.jstage.jst.go.jp/article/jsmbe/56/6/56_243/_article/-char/ja/ -
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, VOL. 20, NO. 9
Self-Supervised Optical Flow Estimation by Projective Bootstrap
Stefano Alletto, Davide Abati, Simone Calderara, Rita Cucchiara, Luca Rigazio
Link: https://aimagelab.ing.unimore.it/imagelab/pubblicazioni/ssof-its2018.pdf -
The 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC2018)
OpenMP and GPGPU Implementations of Probabilistic Occupancy Map for Multiple Human Position Estimation
Yuri Nishikawa, Hitoshi Sato, Jun Ozawa
Link: https://ieeexplore.ieee.org/document/8616537 -
18th International Symposium on Communications and Information Technologies (ISCIT) 2018
Image Denoising with Deep Convolutional and Multi-directional LSTM Networks under Poisson Noise Environments
Teerawat Piriyatharawet, Wuttipong Kumwilaisak, Pongsak Lasang
Link: https://ieeexplore.ieee.org/document/8588010 -
計測と制御, 57巻(2018) 9号
特別企画〈2017年度学術奨励賞受賞論文紹介記事〉筋電位を用いた動作予測手法に基づく起立支援システムの評価
樋山 貴洋
Link: https://www.jstage.jst.go.jp/article/sicejl/57/9/57_662/_article/-char/ja -
24th International Conference on Pattern Recognition (ICPR) 2018
ThinNet: An Efficient Convolutional Neural Network for Object Detection
Sen Cao, Yazhou Liu, Changxin Zhou, Quan-Sen Sun, Pongsak Lasang, Shengmei Shen
Link: https://ieeexplore.ieee.org/document/8545809 -
ECCV 2nd International Workshop on Compact and Efficient Feature Representation and Learning in Computer Vision (CEFRL 2018)
DNN Feature Map Compression using Learned Representation over GF(2)
Denis Gudovskiy, Alec Hodgkinson, Luca Rigazio
Link: http://openaccess.thecvf.com/content_ECCVW_2018/papers/11132/Gudovskiy_DNN_Feature_Map_Compression_using_Learned_Representation_over_GF2_ECCVW_2018_paper.pdf -
FAIM/ISCA Workshop on Artificial Intelligence for Multimodal Human Robot Interaction 2018
Knowledge-based Dialog Approach for Exploring User’s Intention
Katsuyoshi Yamagami, Hirokazu Kiyomaru, Sadao Kurohashi
Link: https://www.isca-speech.org/archive/AI-MHRI_2018/pdfs/2.pdf -
International Joint Conference on Artificial Intelligence (IJCAI) 2018
3D-Aided Deep Pose-Invariant Face Recognition
Jian Zhao, Lin Xiong, Yu Cheng, Yi Cheng, Jianshu Li, Li Zhou, Yan Xu, Jayashree Karlekar, Sugiri Pranata, Shengmei Shen, Junliang Xing, Shuicheng Yan, Jiashi Feng
Link: https://www.ijcai.org/Proceedings/2018/165 -
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2018
Towards Pose Invariant Face Recognition in the Wild
Jian Zhao, Yu Cheng, Yan, Xu, Lin Xiong, Jianshu Li, Fang Zhao, Jayashree Karlekar, Sugiri Pranata, Shengmei Shen, Junliang Xing, Shuicheng Yan, Jiashi Feng
Link: https://ieeexplore.ieee.org/document/8578333 -
IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) 2018
Dual-Mode Vehicle Motion Pattern Learning for High Performance Road Traffic Anomaly Detection
Yan Xu, Xi Ouyang, Yu Cheng, Shining Yu, Lin Xiong, Sugiri Pranata, Shengmei Shen, Junliang Xing
Link: https://ieeexplore.ieee.org/document/8575435 -
IEEE International Conference on Robotics and Automation (ICRA) 2018
Acceleration of Gradient-based Path Integral Method for Efficient Optimal and Inverse Optimal Control
Masashi Okada, Tadahiro Taniguchi
Link: https://arxiv.org/abs/1710.06578 -
Panasonic technical journal 64(1), 33-38, 2018-05
コグニティブセンシング：マルチピンホールカメラ画像からのディープラーニングによる奥行推定
佐藤 智, Pongsak Lasang, Jane Shen Shengmei, 若井 信彦, 登 一生, 吾妻 健夫
Link: https://www.panasonic.com/jp/corporate/technology-design/ptj/pdf/v6401/p0108.pdf -
IEICE TRANSACTIONS on Information and Systems (Japanese Edition), Vol.J101-D, No.5
An Image Generation Method with Low Distortion Surround View for Vehicle Camera Systems Using a Composite Projection and a Halfpipe Shape Model
Kunio Nobori, Norimichi Ukita, Norihiro Hagita
Link: https://search.ieice.org/bin/summary.php?id=j101-d_5_780&category=D&year=2018&lang=E&abst=j -
The 4th International Conference on Vehicle Technology and Intelligent Transport Systems (VEHITS) 2018
Anticipating Driver Actions via Deep Neural Networks and New Driver Personalization Technique through Transfer Learning
Sahim Kourkouss, Hideto Motomura, Koichi Emura and Eriko Ohdachi
Link: https://www.scitepress.org/PublicationsDetail.aspx?ID=oMp19GD4W8o=&t=1 -
Journal of Information Processing, Volume 26, 2018
Supervised and Unsupervised Intrusion Detection Based on CAN Message Frequencies for In-vehicle Network
Takuya Kuwahara, Yukino Baba, Hisashi Kashima, Takeshi Kishikawa, Junichi Tsurumi, Tomoyuki Haga, Yoshihiro Ujiie, Takamitsu Sasaki, Hideki Matsushima
Link: https://www.jstage.jst.go.jp/article/ipsjjip/26/0/26_306/_article/-char/en -
IEEE Conference on Consumer Electronics (ICCE) 2018
Multiple sports player tracking system based on graph optimization using low-cost cameras
Yuri Nishikawa, Hitoshi Sato, Jun Ozawa
Link: https://ieeexplore.ieee.org/document/8326126 -
IEEE International Workshop on Benchmarking, Performance Tuning and Optimization for Big Data Applications (BPOD) at the IEEE BigData 2017
Performance evaluation of multiple sports player tracking system based on graph optimization
Yuri Nishikawa, Hitoshi Sato, Jun Ozawa
Link: https://ieeexplore.ieee.org/document/8258259 -
Dialog System Technology Challenges (DSTC6) 2017
End-to-end memory networks with word-abstraction and contextual-numbering for goal oriented task
Asuka Sakai, Hongjie Shi, Takashi Ushio, Mitsuru Endo
Link: http://workshop.colips.org/dstc6/papers/track1_paper06_sakai.pdf -
The 31st Annual Conference on Neural Information Processing Systems (NIPS 2017)
On the Model Shrinkage Effect of Gamma Process Edge Partition Models
Iku Ohama, Issei Sato, Takuya Kida, Hiroki Arimura
Link: https://papers.nips.cc/paper/6643-on-the-model-shrinkage-effect-of-gamma-process-edge-partition-models.pdf -
The 31st Annual Conference on Neural Information Processing Systems (NIPS 2017)
Dual-Agent GANs for Photorealistic and Identity Preserving Profile Face Synthesis
Jian Zhao, Lin Xiong, Jayashree Karlekar, Jianshu Li, Fang Zhao, Zhecan Wang, Sugiri Pranata, Shengmei Shen, Jiashi Feng
Link: https://papers.nips.cc/paper/6612-dual-agent-gans-for-photorealistic-and-identity-preserving-profile-face-synthesis -
ACM International Conference on Multimodal Interaction (ICMI) 2017
Audio-visual emotion recognition using deep transfer learning and multiple temporal models
Xi Ouyang, Shigenori Kawaai, Gue Hua Ester Goh, Shengmei Shen, Wan Ding, Huaiping Ming, Dong-Yan Huang
Link: https://dl.acm.org/doi/10.1145/3136755.3143012 -
Conference on Robot Learning 2017
Intention-Net: Integrating Planning and Deep Learning for Goal-Directed Autonomous Navigation
Wei Gao, David Hsu, Wee Sun Lee, Shengmei Shen, Karthikk Subramanian
Link: https://arxiv.org/abs/1710.05627 -
Embedded Security in Cars(escar) Europe 2017
Automotive SIEM and Anomaly Detection using Sand Sprinkled Isolation Forest
Tomoyuki Haga, Ryota Takahashi, Takamitsu Sasaki, Takeshi Kishikawa, Junichi Tsurumi, Hideki Matsushima
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IEEE International Conference on Computer Vision (ICCV) 2017
Neural Person Search Machines
Hao Liu, Jiashi Feng, Zequn Jie, Jayashree Karlekar, Bo Zhao, Meibin Qi, Jianguo Jiang, Shuicheng Yan
Link: http://openaccess.thecvf.com/content_ICCV_2017/papers/Liu_Neural_Person_Search_ICCV_2017_paper.pdf -
ICCV 2017 Workshop on Computer Vision for Road Scene Understanding and Autonomous Driving
Risky Region Localization With Point Supervision
Kazuki Kozuka, Juan Carlos Niebles
Link: http://openaccess.thecvf.com/content_ICCV_2017_workshops/papers/w3/Kozuka_Risky_Region_Localization_ICCV_2017_paper.pdf -
Workshop on MS-Celeb-1M Challenge with ICCV 2017
High Performance Large Scale Face Recognition with Multi-Cognition Softmax and Feature Retrieval
Yan Xu、Yu Cheng, Jian Zhao, Zhecan Wang, Lin Xiong, Jayashree Karlekar, Hajime Tamura, Tomoyuki Kagaya, Shengmei Shen, Sugiri Pranata, Jiashi Feng, Junliang Xing
Link: https://ieeexplore.ieee.org/document/8265434 -
Workshop on MS-Celeb-1M Challenge with ICCV 2017
Know You at One Glance: A Compact Vector Representation for Low-Shot Learning
Yu Cheng, Jian Zhao, Zhecan Wang, Yan Xu, Jayashree Karlekar
Link: https://ieeexplore.ieee.org/document/8265437 -
IEEE Transactions on Multimedia Volume: 20 , Issue: 4 , April 2018
Scale-Aware Fast R-CNN for Pedestrian Detection
Jianan Li, Xiaodan Liang, ShengMei Shen, Tingfa Xu, Jiashi Feng, Shuicheng Yan
Link: https://arxiv.org/abs/1510.08160 -
18th Pacific Rim Conference on Multimedia 2017
Driver Head Analysis Based on Deeply Supervised Transfer Metric Learning with Virtual Data
Keke Liu, Yazhou Liu, Quansen Sun, Sugiri Pranata, Shengmei Shen
Link: https://link.springer.com/chapter/10.1007/978-3-319-77383-4_28 -
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 2017
External control of walking direction, using cross-wire mobile assist suit
Kenta Murakami, Stephen W. John, Mayumi Komatsu , Shinobu Adachi
Link: https://ieeexplore.ieee.org/document/8202273 -
Image and Vision Computing Volume 69, January 2018, Pages 92-102
Hybrid Ageing Patterns for face age estimation
Choon-Ching Ng, Moi Hoon Yap, Yi-Tseng Cheng, Gee-Sern Hsu
Link: https://www.sciencedirect.com/science/article/abs/pii/S026288561730121X -
International Joint Conferences on Artificial Intelligence (IJCAI) 2017
Discovering Relevance-Dependent Bicluster Structure from Relational Data
Iku Ohama, Takuya Kida, Hiroki Arimura
Link: https://www.ijcai.org/Proceedings/2017/0359.pdf -
日本機械学会論文集 Vol.83, No.852, 2017
理学療法士のスキルを活かした自立支援型起立アシストロボットの開発
津坂 優子, ダーラリベラ ファビオ, 岡崎 安直, 山本 正樹, 横小路 泰義
Link: https://www.jstage.jst.go.jp/article/transjsme/83/852/83_17-00058/_article/-char/ja/ -
電子情報通信学会論文誌 D, Vol.J100-D, No.8, pp.733-741
深層学習に基づく転移学習を用いたたんぱく質解析による敗血症識別
澤田 好秀, 佐藤 佳州, 中田 透, 氏本 慧, 林 宣宏
Link: https://search.ieice.org/bin/summary.php?id=j100-d_8_733 -
IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) 2017
Component Biologically Inspired Features with Moving Segmentation for Age Estimation
Gee-Sern Jison Hsu, Yi-Tseng Cheng, Choon Ching Ng, Moi Hoon Yap
Link: https://ieeexplore.ieee.org/abstract/document/8014815 -
International Conference on Rehabilitation Robotics (ICORR) 2017
Cross-wire assist suit concept, for mobile and lightweight multiple degree of freedom hip assistance
Stephen W. John, Kenta Murakami, Mayumi Komatsu, Shinobu Adachi
Link: https://ieeexplore.ieee.org/document/8009278 -
11th International Conference on Computer Vision Systems (ICVS) 2017
An efficient method to find a triangle with the least sum of distances from its vertices to the covered point
Gouyi Chi, KengLiang Loi, Pongsak Lasang
Link: https://link.springer.com/chapter/10.1007/978-3-319-68345-4_55 -
Journal of Diabetes Science and Technology 2018, Vol. 12(1) 169–173
A New Mobile Application for Standardizing Diabetic Foot Images
Moi Hoon Yap, Katie E Chatwin, Choon-Ching Ng, Caroline A Abbott, Frank L Bowling, Satyan Rajbhandari, Andrew JM Boulton, Neil D Reeves
Link: https://journals.sagepub.com/doi/10.1177/1932296817713761 -
IEEE Transactions on Circuits and Systems for Video Technology, Volume: 28 , Issue: 10
Video-Based Person Re-Identification With Accumulative Motion Context
Hao Liu, Zequn Jie, Jayashree Karlekar, Meibin Qi, Jianguo Jiang, Shuicheng Yan, Jiashi Feng
Link: https://ieeexplore.ieee.org/document/7948787 -
Panasonic technical journal 63(1), 22-27, 2017-05
機械翻訳向け自動コーパス生成
山内 真樹, 藤原 菜々美, 今出 昌宏
Link: https://www.panasonic.com/jp/corporate/technology-design/ptj/pdf/v6301/p0105.pdf -
Machine Vision and Application (MVA) 2017
A surround view image generation method with low distortion for vehicle camera systems using a composite projection
Kunio Nobori, Norimichi Ukita, Norihiro Hagita
Link: http://www.mva-org.jp/Proceedings/2017USB/papers/11-04.pdf -
Machine Vision and Application (MVA) 2017
Compressive Color Sensing Using Random Complementary Color Filter Array
Satoshi Sato, Nobuhiko Wakai, Kunio Nobori, Takeo Azuma, Takamichi Miyata, Makoto Nakashizuka
Link: http://www.mva-org.jp/Proceedings/2017USB/papers/04-02.pdf -
Machine Vision and Application (MVA) 2017
Multi-layer Age Regression for Face Age Estimation
Choon-Ching Ng, Yi-Tseng Cheng, Gee-Sern Hsu, Moi Hoon Yap
Link: http://www.mva-org.jp/Proceedings/2017USB/papers/09-16.pdf -
GPU TECHNOLOGY CONFERENCE (GTC) 2017
SIMILARITY MAPPING WITH ENHANCED SIAMESE NETWORK FOR MULTI-OBJECT TRACKING
Minyoung Kim
Link: https://on-demand-gtc.gputechconf.com/gtcnew/sessionview.php?sessionName=s7274-similarity+mapping+with+enhanced+siamese+network+for+multi-object+tracking -
Panasonic technical journal 63(1), 11-15, 2017-05
自動運転向けディープラーニング障害物検出技術 (Multiple Obstacle Detection for Autonomous Car)
築澤 宗太郎, Gregory Senay, Min-young Kim, Luca Rigazio
Link: https://www.panasonic.com/jp/corporate/technology-design/ptj/pdf/v6301/p0103.pdf -
arXiv
A Good Practice Towards Top Performance of Face Recognition: Transferred Deep Feature Fusion
Lin Xiong, Jayashree Karlekar, Jian Zhao, Jiashi Feng, Sugiri Pranata, Shengmei Shen
Link: https://arxiv.org/abs/1704.00438 -
IEEE International Conference on Consumer Electronics (ICCE) 2017
Prediction sit-to-stand movement using trunk angle and lower limb EMG for assist system
Tsuyoshi Inoue, Yusuke Kato, Jun Ozawa
Link: https://ieeexplore.ieee.org/document/7889262 -
IEEE International Conference on Consumer Electronics (ICCE) 2017
Soft hip walking assist experimental system featuring variable compliance control
Stephen W. John, Mayumi Komatsu, Kenta Murakami, Jun Ozawa, Masaki Yamamoto
Link: https://ieeexplore.ieee.org/document/7889370 -
IEEE International Conference on Consumer Electronics (ICCE) 2017
Monitoring of a driver's heart rate using a microwave sensor and template-matching algorithm
Souksakhone Bounyong, Mototaka Yoshioka, Jun Ozawa
Link: https://ieeexplore.ieee.org/document/7889222 -
IEEE Spoken Language Technology Workshop (SLT) 2016
Recurrent Convolutional Neural Networks for Structured Speech Act Tagging
Takashi Ushio, Hongjie Shi, Mitsuru Endo, Katsuyoshi Yamagami, Noriaki Horii
Link: http://workshop.colips.org/dstc5/papers/0000518.pdf -
IEEE Spoken Language Technology Workshop (SLT) 2016
A Multichannel Convolutional Neural Network for Cross-language Dialog State Tracking
Hongjie Shi, Takashi Ushio, Mitsuru Endo, Katsuyoshi Yamagami, Noriaki Horii
Link: http://workshop.colips.org/dstc5/papers/0000559.pdf -
NIPS Workshop on Machine Learning for Intelligent Transportation Systems 2016
Similarity Mapping with Enhanced Siamese Network for Multi-Object Tracking
Minyoung Kim, Stefano Alletto, Luca Rigazio
Link: https://openreview.net/forum?id=r1oidEgJl -
International Symposium on Nonlinear Theory and Its Applications (NOLTA) 2016
A Computational Model for Pitch Pattern Perception with the Echo State Network
Miwa Fukino, Yuichi Katori, Kazuyuki Aihara
Link: https://www.ieice.org/nolta/symposium/archive/2016/articles/1069.pdf -
第36回医療情報学連合大会
マルチ解像度マルチサイズ画像を入力としたDeep Learningによる類似症例検索
若杉健介, 高田 和豊, 近藤 堅司, 清野 正樹
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2016 International Symposium on Information Theory and Its Applications (ISITA)
Private Similarity Searchable Encryption for Euclidean Distance
Yuji Unagami, Natsume Matsuzaki, Shota Yamada, Nuttapong Attrapadung, Takahiro Matsuda, Goichiro Hanaoka
Link: https://www.jstage.jst.go.jp/article/transinf/E100.D/10/E100.D_2016INP0011/_article/-char/ja/ -
24th ACM international conference on Multimedia (MM'16)
Robust Face Recognition with Deep Multi-View Representation Learning
Jianshu Li, Jian Zhao, Fang Zhao, Hao Liu, Jing Li, Shengmei Shen, Jiashi Feng, Terence Simbr> Link: https://dl.acm.org/doi/10.1145/2964284.2984061
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ITS World Congress 2016 (The 23rd World Congress on Intelligent Transport Systems)
Fully Convolutional Neural Detector for Real-time Pedestrian Detection using Deep learning
Min Young Kim, Luca Rigazio, Ryota Fujimura, Sotaro Tsukizawa
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ITS World Congress 2016 (The 23rd World Congress on Intelligent Transport Systems)
Security System for Connected Vehicles
Takeshi Kishikawa, Yoshihiro Ujiie, Tomoyuki Haga, Manabu Maeda, Hideki Matsushima
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IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 2016
Analysis of velocity’s influence on forces and muscular activity in the context of sit-to-stand motion assisted by an elderly care robot
Fabio Dalla Libera, Yuko Tsusaka, Yasunao Okazaki, Ryutaro Futakuchi, Masaki Yamamoto, Noriyuki Shikata, Masayuki Terashima
Link: https://ieeexplore.ieee.org/document/7759131 -
生体医工学シンポジウム
歩行時センサデータからの下肢筋力推定
佐藤 佳州、中田 透、澤田 好秀、野々山 忠芳、久保田 雅史、鯉江 裕介、安竹 正樹、山村 修
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13th IFAC Symposium on Analysis, Design, and Evaluation of Human-Machine Systems HMS 2016
Sit-to-Stand Intention Estimation Method Using the Angle of Forward Trunk Inclination and Leg Electromyograms
Yusuke Kato, Tsuyoshi Inoue, Hiroyuki Motoyama, Jun Ozawa
Link: https://www.sciencedirect.com/science/article/pii/S2405896316321322 -
European Conference on Artificial Intelligence (ECAI) 2016
All-Transfer Learning for Deep Neural Networks and its application to Sepsis Classification
Yoshihide Sawada, Yoshikuni Sato, Toru Nakada, Kei Ujimoto, Nobuhiro Hayashi
Link: https://dl.acm.org/doi/10.3233/978-1-61499-672-9-1586 -
European Conference on Artificial Intelligence (ECAI) 2016
Long-time Sensor Data Analysis for Estimation of Physical Capacity
Yoshikuni Sato, Yoshihide Sawada, Toru Nakada, Tadayoshi Nonoyama, Masafumi Kubota, Yusuke Koie, Masaki Yasutake, Osamu Yamamura
Link: https://dl.acm.org/doi/abs/10.3233/978-1-61499-672-9-1624 -
38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2016
Estimation of Muscle Fatigue by Ratio of Mean Frequency to Average Rectified Value from Surface Electromyography
Jeffry Bonar Fernando, Mototaka Yoshioka, Jun Ozawa
Link: https://ieeexplore.ieee.org/document/7591924 -
第19回 画像の認識・理解シンポジウム (MIRU 2016)
Proteomics-based Sepsis Classification using Transfer Learnings for Deep Neural Networks
澤田 好秀, 佐藤 佳州, 中田 透, 氏本 慧, 林 宣宏
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第19回 画像の認識・理解シンポジウム (MIRU 2016)
Compressive Color Sensing Using Random Complementary Color Filter Array
佐藤 智, 登 一生, 吾妻 健夫, 宮田 高道, 中静 真
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Journal of Visual Communication and Image Representation, Vol.39, No.C
Optimal Depth Recovery using Image Guided TGV with Depth Confidence for High-Quality View Synthesis
Pongsak Lasang, Wuttipong Kumwilaisak, Yazhou Liu, Shengmei Shen
Link: https://dl.acm.org/doi/10.1016/j.jvcir.2016.05.006 -
SAE 2016 World Congress and Exhibition
A Method for Disabling Malicious CAN Messages by Using a CMI-ECU
Yoshihiro Ujiie, Takeshi Kishikawa, Tomoyuki Haga, Hideki Matsushima, Tohru Wakabayashi, Masato Tanabe, Yoshihiko Kitamura, Jun Anzai
Link: https://www.sae.org/publications/technical-papers/content/2016-01-0068/ -
GPU TECHNOLOGY CONFERENCE (GTC) 2016
A Single Forward Propagation of Neural Network for Image Detection
Minyoung Kim
Link: https://on-demand-gtc.gputechconf.com/gtcnew/sessionview.php?sessionName=s6470-a+single+forward+propagation+of+neural+network+for+image+detection -
第43回 知能システムシンポジウム
体幹前傾角と下肢筋電位を用いた起立動作意図の推定
嘉藤 佑亮, 井上 剛, 本山 裕之, 小澤 順
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IEICE Transactions on Information and Systems Vol.E99.D (2016) Issue 4
The Relevance Dependent Infinite Relational Model for Discovering Co-cluster Structure from Relationships with Structured Noise
Iku Ohama, Hiromi Iida, Takuya Kida, Hiroki Arimura
Link: https://www.jstage.jst.go.jp/article/transinf/E99.D/4/E99.D_2015EDP7329/_article/-char/ja/ -
International Journal of Machine Learning and Computing, Vol. 6, No. 1
Whole Layers Transfer Learning of Deep Neural Networks for a Small Scale Dataset
Yoshihide Sawada, Kazuki Kozuka
Link: http://www.ijmlc.org/vol6/566-L0077.pdf -
Fourth Dialog State Tracking Challenge at IWSDS (International Workshop on Spoken Dialogue System) 2016
Convolutional Neural Networks for Multi-topic Dialog State Tracking
Hongjie Shi, Takashi Ushio, Mitsuru Endo, Katsuyoshi Yamagami, and Noriaki Horii
Link: http://www.colips.org/workshop/dstc4/papers.html -
IEEE Ineternational Conference on Consumer Electronics (ICCE) 2016
Estimation of wrist angle using EMG and hand movement direction
Hiroyuki Motoyama, Tsuyoshi Inoue, Jun Ozawa
Link: https://ieeexplore.ieee.org/document/7430608 -
IEEE Ineternational Conference on Consumer Electronics (ICCE) 2016
Fall risk estimation based on co-contraction of lower limb during walking
Souksakhone Bounyong, Shinobu Adachi, Jun Ozawa, Yosuke Yamada, Misaka Kimura, Yuya Watanabe, Keiichi Yokoyama
Link: https://ieeexplore.ieee.org/document/7430634 -
NIPS2015 Workshop (Cognitive Computation: Integrating Neural and Symbolic Approaches)
Predicting Embedded Syntactic Structures from Natural Language Sentences with Neural Network Approaches
Gregory Senay, Fabio Massimo Zanzotto, Lorenzo Ferrone, Luca Rigazio
Link: http://ceur-ws.org/Vol-1583/CoCoNIPS_2015_paper_16.pdf -
Neurocomputing, Volume 184, 5 April 2016, Pages 55-65
Multi-sparse descriptor: A scale invariant feature for pedestrian detection
Yazhou Liu, Pongsak Lasang, Mel W. Siegel, Quan-Sen Sun
Link: https://www.sciencedirect.com/science/article/pii/S092523121501958X -
NIPS2015 Workshop (The 1st International Workshop on Feature Extraction: Modern Questions and Challenges)
Deep Clustered Convolutional Kernels
Minyoung Kim, Luca Rigazio
Link: http://proceedings.mlr.press/v44/kim2015a.pdf -
IEEE International Conference on Computer Vision (ICCV) 2015
Conditional Convolutional Neural Network for Modality-Aware Face Recognition
Chao Xiong, Xiaowei Zhao, Danhang Tang, Jayashree Karlekar, Shuicheng Yan, Tae-Kyun Kim
Link: https://ieeexplore.ieee.org/document/7410775 -
3rd IAPR Asian Conference on Pattern Recognition (ACPR) 2015
Deep Learning using Heterogeneous Feature Maps for Maxout Networks
Yasunori Ishii, Reiko Hagawa, Sotaro Tsukizawa
Link: https://ieeexplore.ieee.org/document/7486545 -
3rd IAPR Asian Conference on Pattern Recognition (ACPR) 2015
Multi-staged Deep Learning with Created Coarse and Appended Fine Categories
Reiko Hagawa, Yasunori Ishii, Sotaro Tsukizawa
Link: https://ieeexplore.ieee.org/document/7486461 -
第35回医療情報学連合大会（第16回日本医療情報学会学術大会）
医学文献画像検索を目的とした低情報量画像の検索性能評価
小塚 和紀, 若杉 健介, 高田 和豊, 近藤 堅司, 清野 正樹, 田中 雅人, 坂井 豊彦, 木村 浩彦
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合同エージェントワークショップ&シンポジウム2015 (JAWS2015)
アトラクタ重畳に基づくマルチエージェント巡回
岡田 雅司, 青島 武伸
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IEEE International Conference on Image Processing (ICIP) 2015
Multiple Dictionaries Sparse Coding for Pedestrian Detection
Yazhou Liu, Pongsak Lasang, Mel W. Siegel, Quan-Sen Sun
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Ubicomp '15 Workshop: Workshop on Mobile and Situated Crowdsourcing (WMSC2015)
A Machine Learning Approach for Lighting Perception Analysis via Crowdsourcing
Yuki Minoda, Iku Ohama, Eiichi Muramoto
Link: http://dl.acm.org/citation.cfm?id=2800969 -
IEEE Robot and Human Interactive Communication (RO-MAN) 2015
Development of Standing-up Motion Assist Robot to Realize Physiotherapist Skill for Muscle Strength Maintenance
Yuko Tsusaka, Yasunao Okazaki, Yudai Fudaba, Ryutaro Futakuchi, Masaki Yamamoto, Noriyuki Shikata, Masayuki Terashima, Toshiaki Funatani, Hiroto Shima
Link: https://ieeexplore.ieee.org/document/7333612 -
IEEE Engineering in Medicine and Biology Society (EMBC) 2015
Development of Automatic Database Registration and Similar-Case Retrieval for Diffuse Lung Diseases by Texture Analysis of Whole-Lung CT Volume
Kazuki Kozuka, Takata, Kazutoyo, Kondo, Kenji, Kyohei Karasawa, Yasushi Hirano, Shoji Kido
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IEEE Engineering in Medicine and Biology Society (EMBC) 2015
Estimation of Knee Extensor Strength Using Wearable Sensors
Yoshikuni Sato, Toru Nakada, Kazuki Kozuka, Masaki Kiyono, Tadayoshi Nonoyama, Masafumi Kubota, Yusuke Koie, Masaki Yasutake, Osamu Yamamura
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IEEE Engineering in Medicine and Biology Society (EMBC) 2015
Prediction of PeakVO2 from Walking Energy Cost Index for the Elderly
Toru Nakada, Yoshikuni Sato, Kazuki Kozuka, Masaki Kiyono, Tadayoshi Nonoyama, Masafumi Kubota, Yusuke Koie, Masaki Yasutake, Osamu Yamamura
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IEEE Engineering in Medicine and Biology Society (EMBC) 2015
ERD detection rate increases when using EEG between ear and scalp
Shinobu Adachi, Souksakhone Bounyong, Jun Ozawa
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International Joint Conference on Neural Networks (IJCNN) 2015
Improved Human Pulse Peak Estimation using Derivative Features toward Noncontact Pulse Transit Time Measurement
Mototaka Yoshioka, Kenta Murakami, Jun Ozawa
Link: https://ieeexplore.ieee.org/document/7280486 -
29th International Congress and Exhibition on Computer Assisted Radiology and Surgery (CARS) 2015
Development of lung CT image retrieval technology using distance metric learning by image findings
Kazuki Kozuka, Kazutoyo Takata, Kenji Kondo, Masaki Kiyono, Masato Tanaka, Toyohiko Sakai, Hirohiko Kimura
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IAPR Machine Vision And Application Organization (MVA) 2015
Non-contact Pulse Transit Time Measurement using Imaging Camera, and its Relation to Blood Pressure
Kenta Murakami, Mototaka Yoshioka, Jun Ozawa
Link: http://www.mva-org.jp/Proceedings/2015USB/papers/12-04.pdf -
IAPR Machine Vision And Application Organization (MVA) 2015
Compressive Sensing Reconstruction Using Collaborative Sparsity among Color Channels
Satoshi Sato, Motonori Ishii, Yoshihisa Kato, Kunio Nobori, Takeo Azuma
Link: http://www.mva-org.jp/Proceedings/2015USB/papers/12-02.pdf -
IAPR Machine Vision And Application Organization (MVA) 2015
Transfer Learning Method using Multi-Prediction Deep Boltzmann Machines for a small scale dataset
Yoshihide Sawada, Kazuki Kozuka
Link: http://www.mva-org.jp/Proceedings/2015USB/papers/05-21.pdf -
2015 SIAM International Conference on DATA MINING (SDM) 2015
Multi-Layered Framework for Modeling Relationships between Biased Objects
Iku Ohama, Takuya Kida, Hiroki Arimura
Link: http://epubs.siam.org/doi/abs/10.1137/1.9781611974010.92 -
IEEE International Conference on Identity, Security and Behavior Analysis (ISBA) 2015
Improvement of Human Identification Accuracy by Wavelet of Peak-aligned ECG
Jeffry Bonar Fernando, Koji Morikawa
Link: https://ieeexplore.ieee.org/document/7126358 -
IEEE Conference on Consumer Electronics (ICCE) 2015
Electrode layout of wristband EMG measuring device for hand gesture recognition
Hiroyuki Motoyama, Tsuyoshi Inoue, Yumiko O. Kato, Jun Ozawa
Link: https://ieeexplore.ieee.org/document/7066357 -
NIPS2014 Workshop on DEEP LEARNING AND REPRESENTATION LEARNING
Towards Deep Neural Network Architectures Robust to Adversarial Examples
Shixiang Gu, Luca Rigazio
Link: https://arxiv.org/abs/1412.5068 -
12th IAPR Asian Conference on Computer Vision (ACCV) 2014
Learning Hierarchical Feature Representation in Depth Image
Yazhou Liu, Pongsak Lasang, Mel W. Siegel, Quan-Sen Sun
Link: https://link.springer.com/chapter/10.1007/978-3-319-16811-1_39 -
The Visual Object Tracking VOT2014 Challenge (in conjunction with ECCV 2014)
Size-Adaptive Pixel Based LUT Tracker
Cher Keng Heng, Samantha Yue Ying Lim, Zhiheng Niu, Bo Li
Link: https://link.springer.com/chapter/10.1007/978-3-319-16181-5_14 -
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2012
Shrink boost for selecting multi-LBP histogram features in object detection
Cher Keng Heng, Sumio Yokomitsu, Yuichi Matsumoto, Hajime Tamura
Link: https://ieeexplore.ieee.org/document/6248061