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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
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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
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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
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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
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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
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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
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