Deepak K. Gupta bio photo

Deepak K. Gupta

Postdoctoral Researcher
University of Amstedam
Amsterdam, Netherlands

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News

[Mar 2021] Paper titled Rotation Equivariant Siamese Networks for Tracking is accepted at CVPR 2021 and can be accessed here.
[Jan 2021] Paper titled ChipNet: Budget-Aware Pruning with Heaviside Continuous Approximations is accepted at ICLR 2021 and can be accessed here.
[Oct 2020] Preprint of our paper titled HyperSAGE: Generalizing Inductive Representation Learning on Hypergraphs is now available online and can be accessed here.
[Aug 2020] Our paper titled Hard occlusions in visual object tracking is accepted at RLQ-TOD workshop of ECCV and can be accessed here.
[Jul 2020] Two full papers accepted at ICPR 2020. The two papers Tackling Occlusion in Siamese Tracking with Structured Dropouts and Model decay in long-term tracking can be accessed here and here, respectively.
[Apr 2020] Two full papers accepted at MIDL2020. The two papers Siamese Tracking of Cell Behaviour Patterns and Fusing Structural and Functional MRIs using Graph Convolutional Networks for Autism Classification can be accessed here and here, respectively.
[Nov 2019] Our short paper titled Tracking-assisted segmentation of biological cells has been accepted at Med-NeurIPS workshop of NeurIPS-2019 conference and can be accessed here.
[Aug 2019] Our paper titled Spatial aliasing removal using deep learning super-resolution has been accepted in First Break magazine of EAGE and can be accessed here.
[Jul 2019] Preprint of our paper Model Decay in Long-Term tracking is now online and can be accessed here.
[Jun 2019] Invited talk titled Machine Learning 101 delivered at Delft University of Technology on June 26.
[Jan 2019] I have joined QUVA Deep Vision Lab at the University of Amsterdam as a postdoctoral researcher with research focus on Deep Learning and Computer Vision.