I can also be found on Google Scholar.
Heterogeneous Continual Learning
Divyam Madaan, Hongxu Yin, Wonmin Byeon, Jan Kautz, Pavlo Molchanov
Conference on Computer Vision and Pattern Recognition (CVPR) 2023 (Highlight) CONFERENCE
PDF
On Sensitivity and Robustness of Normalization Schemes to Input Distribution Shifts in Automatic MR Image Diagnosis
Divyam Madaan, Daniel Sodickson, Kyunghyun Cho, Sumit Chopra
Medical Imaging with Deep Learning (MIDL) 2023 CONFERENCE
PDF
Representational Continuity for Unsupervised Continual Learning.
Divyam Madaan, Jaehong Yoon, Yuanchun Li, Yunxin Liu, Sung Ju Hwang.
International Conference on Learning Representations (ICLR) 2022 (Oral presentation) CONFERENCE
PDF
Code
Video
Slides
Online Coreset Selection for Rehearsal-based Continual Learning.
Jaehong Yoon, Divyam Madaan, Eunho Yang, Sung Ju Hwang.
International Conference on Learning Representations (ICLR) 2022 CONFERENCE
PDF
Video
Learning to Generate Noise for Multi-Attack Robustnesss
Divyam Madaan, Jinwoo Shin, Sung Ju Hwang.
International Conference for Machine Learning (ICML) 2021 CONFERENCE
NeurIPS Meta-Learning Workshop 2020 WORKSHOP
PDF
Code
Video
Slides
Adversarial Neural Pruning with Latent Vulnerability Suppression
Divyam Madaan, Jinwoo Shin, Sung Ju Hwang.
International Conference for Machine Learning (ICML) 2020 CONFERENCE
NeurIPS Safety and Robustness in Decision Making Workshop 2019 WORKSHOP
PDF
Code
Video
Slides
VayuAnukulani: adaptive memory networks forair pollution forecasting
Divyam Madaan, Radhika Dua, Prerana Mukherjee, and Brejesh Lall.
IEEE Global Conference on Signal and Information Processing (GlobalSIP) 2019CONFERENCE
PDF
Code
Slides
What Do NLP Researchers Believe? Results of the NLP Community Metasurvey
Julian Michael, Ari Holtzman, Alicia Parrish, Aaron Mueller, Alex Wang, Angelica Chen, Divyam Madaan, Nikita Nangia, Richard Yuanzhe Pang, Jason Phang, Samuel R Bowman
Preprint 2022 PREPRINT
PDF
Learning sparse networks using targeted dropout
Aidan N. Gomez, Ivan Zhang, Siddhartha Rao Kamalakara, Divyam Madaan, Kevin Swersky, Yarin Gal, and Geoffrey E.Hinton
Preprint 2019 PREPRINT
PDF
Code