PEOPLE

Karlekar Jayashree Karlekar Jayashree

Karlekar Jayashree

Majored in Electronics and Telecommunication
Panasonic R&D Center Singapore

Since joining Panasonic R&D Center Singapore, I have been primarily working on security, surveillance and face sensing technologies such as face detection, face identification, eye tracking, driver sensing and person re-identification.
In my previous job assignments, I dabbled in augmented reality, human motion capture, video coding techniques and teaching.
Working in Panasonic gives me a platform to work on cutting-edge research areas as well as an opportunity to make innovative contribution to products. I am excited to work in all different aspects of deep learning for security and surveillance applications such as low-complexity deep models, multi-tasked deep models for edge devices, extreme classification, data and model forensics and system-level solutions.

*The department is where the interviewee belonged to at that time

Publications

  • 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

  • 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

  • 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

  • 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

  • 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

  • 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

  • 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 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