Ayush, Kumar

14 publications

NeurIPS 2025 RADAR: Benchmarking Language Models on Imperfect Tabular Data Ken Gu, Zhihan Zhang, Kate Lin, Yuwei Zhang, Akshay Paruchuri, Hong Yu, Mehran Kazemi, Kumar Ayush, A. Ali Heydari, Maxwell A Xu, Yun Liu, Ming-Zher Poh, Yuzhe Yang, Mark Malhotra, Shwetak Patel, Hamid Palangi, Xuhai Xu, Daniel McDuff, Tim Althoff, Xin Liu

ICLR 2025 Scaling Wearable Foundation Models Girish Narayanswamy, Xin Liu, Kumar Ayush, Yuzhe Yang, Xuhai Xu, Shun Liao, Jake Garrison, Shyam A. Tailor, Jacob Sunshine, Yun Liu, Tim Althoff, Shrikanth Narayanan, Pushmeet Kohli, Jiening Zhan, Mark Malhotra, Shwetak Patel, Samy Abdel-Ghaffar, Daniel McDuff

NeurIPS 2025 SensorLM: Learning the Language of Wearable Sensors Yuwei Zhang, Kumar Ayush, Siyuan Qiao, A. Ali Heydari, Girish Narayanswamy, Maxwell A Xu, Ahmed Metwally, Jinhua Xu, Jake Garrison, Xuhai Xu, Tim Althoff, Yun Liu, Pushmeet Kohli, Jiening Zhan, Mark Malhotra, Shwetak Patel, Cecilia Mascolo, Xin Liu, Daniel McDuff, Yuzhe Yang

CVPRW 2022 Efficient Conditional Pre-Training for Transfer Learning Shuvam Chakraborty, Burak Uzkent, Kumar Ayush, Kumar Tanmay, Evan Sheehan, Stefano Ermon

AAAI 2021 Efficient Poverty Mapping from High Resolution Remote Sensing Images Kumar Ayush, Burak Uzkent, Kumar Tanmay, Marshall Burke, David B. Lobell, Stefano Ermon

ICCV 2021 Geography-Aware Self-Supervised Learning Kumar Ayush, Burak Uzkent, Chenlin Meng, Kumar Tanmay, Marshall Burke, David Lobell, Stefano Ermon

ICLR 2021 Negative Data Augmentation Abhishek Sinha, Kumar Ayush, Jiaming Song, Burak Uzkent, Hongxia Jin, Stefano Ermon

IJCAI 2020 Generating Interpretable Poverty Maps Using Object Detection in Satellite Images Kumar Ayush, Burak Uzkent, Marshall Burke, David B. Lobell, Stefano Ermon

WACV 2020 SieveNet: A Unified Framework for Robust Image-Based Virtual Try-on Surgan Jandial, Ayush Chopra, Kumar Ayush, Mayur Hemani, Balaji Krishnamurthy, Abhijeet Halwai

WACV 2020 Towards a Unified Framework for Visual Compatibility Prediction Anirudh Singhal, Ayush Chopra, Kumar Ayush, Utkarsh Patel Govind, Balaji Krishnamurthy

CVPRW 2019 Powering Robust Fashion Retrieval with Information Rich Feature Embeddings Ayush Chopra, Abhishek Sinha, Hiresh Gupta, Mausoom Sarkar, Kumar Ayush, Balaji Krishnamurthy

ICCVW 2019 Powering Virtual Try-on via Auxiliary Human Segmentation Learning Kumar Ayush, Surgan Jandial, Ayush Chopra, Balaji Krishnamurthy

ICCVW 2019 Robust Cloth Warping via Multi-Scale Patch Adversarial Loss for Virtual Try-on Framework Kumar Ayush, Surgan Jandial, Ayush Chopra, Mayur Hemani, Balaji Krishnamurthy

CVPRW 2017 Generative Adversarial Learning for Reducing Manual Annotation in Semantic Segmentation on Large Scale Miscroscopy Images: Automated Vessel Segmentation in Retinal Fundus Image as Test Case Avisek Lahiri, Kumar Ayush, Prabir Kumar Biswas, Pabitra Mitra