Divyam Madaan | DeepAI

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Featured Co-authors

Kyunghyun Cho
218 publications
Jan Kautz
134 publications
Sung Ju Hwang
109 publications
Jinwoo Shin
105 publications
Samuel R. Bowman
79 publications
Eunho Yang
58 publications
Brejesh Lall
37 publications
Pavlo Molchanov
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Jason Phang
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Yunxin Liu
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Ari Holtzman
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∙ 06/23/2023

On Sensitivity and Robustness of Normalization Schemes to Input Distribution Shifts in Automatic MR Image Diagnosis

Magnetic Resonance Imaging (MRI) is considered the gold standard of medi...

0 Divyam Madaan, et al. ∙

∙ 06/14/2023

Heterogeneous Continual Learning

We propose a novel framework and a solution to tackle the continual lear...

0 Divyam Madaan, et al. ∙

∙ 08/26/2022

What Do NLP Researchers Believe? Results of the NLP Community Metasurvey

We present the results of the NLP Community Metasurvey. Run from May to ...

37 Julian Michael, et al. ∙

∙ 10/13/2021

Rethinking the Representational Continuity: Towards Unsupervised Continual Learning

Continual learning (CL) aims to learn a sequence of tasks without forget...

1 Divyam Madaan, et al. ∙

∙ 06/02/2021

Online Coreset Selection for Rehearsal-based Continual Learning

A dataset is a shred of crucial evidence to describe a task. However, ea...

1 Jaehong Yoon, et al. ∙

∙ 06/22/2020

Learning to Generate Noise for Robustness against Multiple Perturbations

Adversarial learning has emerged as one of the successful techniques to ...

0 Divyam Madaan, et al. ∙

∙ 08/12/2019

Adversarial Neural Pruning

It is well known that neural networks are susceptible to adversarial per...

2 Divyam Madaan, et al. ∙

∙ 04/08/2019

VayuAnukulani: Adaptive Memory Networks for Air Pollution Forecasting

Air pollution is the leading environmental health hazard globally due to...

0 Divyam Madaan, et al. ∙

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