Sharma, Abhishek

28 publications

WACV 2025 Automated Patient Positioning with Learned 3D Hand Gestures Zhongpai Gao, Abhishek Sharma, Meng Zheng, Benjamin Planche, Terrence Chen, Ziyan Wu

AISTATS 2025 Decision-Point Guided Safe Policy Improvement Abhishek Sharma, Leo Benac, Sonali Parbhoo, Finale Doshi-Velez

ICLRW 2025 ECG-Nest-FM: A Frequency-Focused ECG Foundation Model with Nested Embeddings Abhishek Sharma, Lin Yang, Cory Y McLean, Justin Cosentino, Farhad I Hormozdiari

MLHC 2024 Decision-Focused Model-Based Reinforcement Learning for Reward Transfer Abhishek Sharma, Sonali Parbhoo, Omer Gottesman, Finale Doshi-Velez

ECCV 2024 Divide and Fuse: Body Part Mesh Recovery from Partially Visible Human Images Tianyu Luan, Zhongpai Gao, Luyuan Xie, Abhishek Sharma, Hao Ding, Benjamin Planche, Meng Zheng, Ange Lou, Terrence Chen, Junsong Yuan, Ziyan Wu

ICLR 2024 PBADet: A One-Stage Anchor-Free Approach for Part-Body Association Zhongpai Gao, Huayi Zhou, Abhishek Sharma, Meng Zheng, Benjamin Planche, Terrence Chen, Ziyan Wu

MIDL 2024 Re-DiffiNet: Modeling Discrepancy in Tumor Segmentation Using Diffusion Models Tianyi Ren, Abhishek Sharma, Juampablo E Heras Rivera, Lakshmi Harshitha Rebala, Ethan Honey, Agamdeep Chopra, Mehmet Kurt

TMLR 2024 Task-Relevant Feature Selection with Prediction Focused Mixture Models Abhishek Sharma, Catherine Zeng, Sanjana Narayanan, Sonali Parbhoo, Roy H. Perlis, Finale Doshi-Velez

NeurIPSW 2023 AssemblyCA: A Benchmark of Open-Endedness for Discrete Cellular Automata Keith Yuan Patarroyo, Abhishek Sharma, Sara Walker, Lee Cronin

TMLR 2022 Object-Aware Cropping for Self-Supervised Learning Shlok Kumar Mishra, Anshul Shah, Ankan Bansal, Janit K Anjaria, Abhyuday Narayan Jagannatha, Abhishek Sharma, David Jacobs, Dilip Krishnan

AAAI 2022 Preserving Privacy in Federated Learning with Ensemble Cross-Domain Knowledge Distillation Xuan Gong, Abhishek Sharma, Srikrishna Karanam, Ziyan Wu, Terrence Chen, David S. Doermann, Arun Innanje

ICCV 2021 Ensemble Attention Distillation for Privacy-Preserving Federated Learning Xuan Gong, Abhishek Sharma, Srikrishna Karanam, Ziyan Wu, Terrence Chen, David Doermann, Arun Innanje

NeurIPS 2020 Weakly Supervised Deep Functional Maps for Shape Matching Abhishek Sharma, Maks Ovsjanikov

NeurIPSW 2019 Reinforcement Learning with a Network of Spiking Agents Sneha Aenugu, Abhishek Sharma, Sasikiran Yelamarthy, Hananel Hazan, Philip.S.Thomas, Robert Kozma

AAAI 2019 Simulation-Based Approach to Efficient Commonsense Reasoning in Very Large Knowledge Bases Abhishek Sharma, Keith M. Goolsbey

CVPRW 2019 Structured Aleatoric Uncertainty in Human Pose Estimation Nitesh B. Gundavarapu, Divyansh Srivastava, Rahul Mitra, Abhishek Sharma, Arjun Jain

ECCV 2018 DYAN: A Dynamical Atoms-Based Network for Video Prediction Wenqian Liu, Abhishek Sharma, Octavia Camps, Mario Sznaier

NeurIPS 2018 Foreground Clustering for Joint Segmentation and Localization in Videos and Images Abhishek Sharma

ECCV 2018 Learning 3D Human Pose from Structure and Motion Rishabh Dabral, Anurag Mundhada, Uday Kusupati, Safeer Afaque, Abhishek Sharma, Arjun Jain

AAAI 2017 Identifying Useful Inference Paths in Large Commonsense Knowledge Bases by Retrograde Analysis Abhishek Sharma, Keith M. Goolsbey

ECCV 2016 VConv-DAE: Deep Volumetric Shape Learning Without Object Labels Abhishek Sharma, Oliver Grau, Mario Fritz

ECCVW 2016 VConv-DAE: Deep Volumetric Shape Learning Without Object Labels Abhishek Sharma, Oliver Grau, Mario Fritz

CVPR 2015 Deep Hierarchical Parsing for Semantic Segmentation Abhishek Sharma, Oncel Tuzel, David W. Jacobs

NeurIPS 2014 Recursive Context Propagation Network for Semantic Scene Labeling Abhishek Sharma, Oncel Tuzel, Ming-Yu Liu

CVPR 2013 A Sentence Is Worth a Thousand Pixels Sanja Fidler, Abhishek Sharma, Raquel Urtasun

CVPRW 2012 Data Insufficiency in Sketch Versus Photo Face Recognition Jonghyun Choi, Abhishek Sharma, David W. Jacobs, Larry S. Davis

CVPR 2012 Generalized Multiview Analysis: A Discriminative Latent Space Abhishek Sharma, Abhishek Kumar, Hal Daumé Iii, David W. Jacobs

CVPR 2011 Bypassing Synthesis: PLS for Face Recognition with Pose, Low-Resolution and Sketch Abhishek Sharma, David W. Jacobs