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Scale Normalized Image Pyramids with AutoFocus for Object Detection


Feb 10, 2021
Bharat Singh, Mahyar Najibi, Abhishek Sharma, Larry S. Davis

* Accepted in T-PAMI 2021 

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Matrix Decomposition on Graphs: A Functional View


Feb 05, 2021
Abhishek Sharma, Maks Ovsjanikov

* Under Review. arXiv admin note: substantial text overlap with arXiv:2009.14343 

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Learning Visual Representations for Transfer Learning by Suppressing Texture


Nov 04, 2020
Shlok Mishra, Anshul Shah, Ankan Bansal, Jonghyun Choi, Abhinav Shrivastava, Abhishek Sharma, David Jacobs


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Geometric Matrix Completion: A Functional View


Sep 29, 2020
Abhishek Sharma, Maks Ovsjanikov

* Accepted at GRL workshop, ICML'20. Code: \url{https://github.com/Not-IITian/functional-matrix-completion

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Weakly Supervised Deep Functional Map for Shape Matching


Sep 28, 2020
Abhishek Sharma, Maks Ovsjanikov

* Accepted to appear in proceedings of Neurips 2020. Code available at: \url{https://github.com/Not-IITian/Weakly-supervised-Functional-map

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ASAP-NMS: Accelerating Non-Maximum Suppression Using Spatially Aware Priors


Aug 21, 2020
Rohun Tripathi, Vasu Singla, Mahyar Najibi, Bharat Singh, Abhishek Sharma, Larry Davis

* Under Review at CVIU 

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Price Optimization in Fashion E-commerce


Jul 10, 2020
Sajan Kedia, Samyak Jain, Abhishek Sharma

* 8 pages, 6 figures, AI for fashion supply chain Conference 

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OpenEDS2020: Open Eyes Dataset


May 08, 2020
Cristina Palmero, Abhishek Sharma, Karsten Behrendt, Kapil Krishnakumar, Oleg V. Komogortsev, Sachin S. Talathi

* Description of dataset used in OpenEDS2020 challenge: https://research.fb.com/programs/openeds-2020-challenge/ 

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Towards Automatic Generation of Questions from Long Answers


Apr 15, 2020
Shlok Kumar Mishra, Pranav Goel, Abhishek Sharma, Abhyuday Jagannatha, David Jacobs, Hal Daumé III


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Deep Geometric Functional Maps: Robust Feature Learning for Shape Correspondence


Mar 31, 2020
Nicolas Donati, Abhishek Sharma, Maks Ovsjanikov

* main paper 8 pages, supplementary 5 pages 10 figures 

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Listwise Learning to Rank with Deep Q-Networks


Feb 13, 2020
Abhishek Sharma


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Reinforcement learning with a network of spiking agents


Nov 10, 2019
Sneha Aenugu, Abhishek Sharma, Sasikiran Yelamarthi, Hananel Hazan, Philip S. Thomas, Robert Kozma


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Reinforcement learning with spiking coagents


Oct 31, 2019
Sneha Aenugu, Abhishek Sharma, Sasikiran Yelamarthi, Hananel Hazan, Philip S. Thomas, Robert Kozma


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Multi-Person 3D Human Pose Estimation from Monocular Images


Sep 24, 2019
Rishabh Dabral, Nitesh B Gundavarapu, Rahul Mitra, Abhishek Sharma, Ganesh Ramakrishnan, Arjun Jain

* 3DV 2019 

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Neural Conversational QA: Learning to Reason v.s. Exploiting Patterns


Sep 09, 2019
Abhishek Sharma, Danish Contractor, Harshit Kumar, Sachindra Joshi


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On the Robustness of Human Pose Estimation


Aug 18, 2019
Sahil Shah, Naman jain, Abhishek Sharma, Arjun Jain

* Accepted in CVPR-W 

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3D Human Pose Estimation under limited supervision using Metric Learning


Aug 14, 2019
Rahul Mitra, Nitesh B. Gundavarapu, Sudharshan Chandra Babu, Prashasht Bindal, Abhishek Sharma, Arjun Jain


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Exploration of Self-Propelling Droplets Using a Curiosity Driven Robotic Assistant


Apr 22, 2019
Jonathan Grizou, Laurie J. Points, Abhishek Sharma, Leroy Cronin


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Monocular 3D Human Pose Estimation by Generation and Ordinal Ranking


Apr 02, 2019
Saurabh Sharma, Pavan Teja Varigonda, Prashast Bindal, Abhishek Sharma, Arjun Jain


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Foreground Clustering for Joint Segmentation and Localization in Videos and Images


Nov 26, 2018
Abhishek Sharma

* In Proceedings of NIPS 2018 

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DYAN: A Dynamical Atoms-Based Network for Video Prediction


Sep 14, 2018
Wenqian Liu, Abhishek Sharma, Octavia Camps, Mario Sznaier


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Learning 3D Human Pose from Structure and Motion


Jul 03, 2018
Rishabh Dabral, Anurag Mundhada, Uday Kusupati, Safeer Afaque, Abhishek Sharma, Arjun Jain

* ECCV 2018. Project page: https://www.cse.iitb.ac.in/~rdabral/3DPose/ 

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Rate of Change Analysis for Interestingness Measures


Dec 14, 2017
Nandan Sudarsanam, Nishanth Kumar, Abhishek Sharma, Balaraman Ravindran


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R-FCN-3000 at 30fps: Decoupling Detection and Classification


Dec 05, 2017
Bharat Singh, Hengduo Li, Abhishek Sharma, Larry S. Davis

* CVPR 2018 submission 

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One Shot Joint Colocalization and Cosegmentation


May 17, 2017
Abhishek Sharma

* 8 pages, Under Review 

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VConv-DAE: Deep Volumetric Shape Learning Without Object Labels


Sep 09, 2016
Abhishek Sharma, Oliver Grau, Mario Fritz


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Controlling Search in Very large Commonsense Knowledge Bases: A Machine Learning Approach


Mar 14, 2016
Abhishek Sharma, Michael Witbrock, Keith Goolsbey

* 6 pages 

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