Siddhesh Khandelwal

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I am a third year PhD student at the University of British Columbia. I am a part of Computer Vision Lab working with Prof. Leonid Sigal on problems in Computer Vision. I completed my Masters in Computer Science from the University of British Columbia, and a Bachelors in Computer Science and Engineering from the Indian Institute of Technology, Guwahati.

My current research focus is towards the intersection of developing methods for structured understanding of visual scenes and effective learning with limited supervision. I am also interested in forecasting accurate future trajectories for autonomous driving.

Selected Publications

  1. NeurIPS
    Iterative Scene Graph Generation
    Siddhesh Khandelwal, and Leonid Sigal
    In Proceedings of Neural Information Processing Systems, 2022
  2. ICCV
    Segmentation-grounded scene graph generation
    Siddhesh KhandelwalMohammed Suhail, and Leonid Sigal
    In Proceedings of the IEEE/CVF International Conference on Computer Vision, 2021
  3. CVPR
    Unit: Unified knowledge transfer for any-shot object detection and segmentation
    Siddhesh KhandelwalRaghav Goyal, and Leonid Sigal
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2021
  4. ICCV
    AttentionRNN: a structured spatial attention mechanism
    Siddhesh Khandelwal, and Leonid Sigal
    In Proceedings of the IEEE/CVF International Conference on Computer Vision, 2019