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Divyam Madaan
Divyam Madaan
New York University
Verificeret mail på nyu.edu - Startside
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Online Coreset Selection for Rehearsal-based Continual Learning
J Yoon, D Madaan, E Yang, SJ Hwang
arXiv preprint arXiv:2106.01085, 2021
1582021
Representational Continuity for Unsupervised Continual Learning
D Madaan, J Yoon, Y Li, Y Liu, SJ Hwang
International Conference on Learning Representations, 2021
1552021
Learning Sparse Networks Using Targeted Dropout
AN Gomez, I Zhang, SR Kamalakara, D Madaan, K Swersky, Y Gal, ...
arXiv preprint arXiv:1905.13678, 2019
1302019
Adversarial Neural Pruning with Latent Vulnerability Suppression
D Madaan, J Shin, SJ Hwang
37th International Conference on Machine Learning, 2020
712020
What Do NLP Researchers Believe? Results of the NLP Community Metasurvey
J Michael, A Holtzman, A Parrish, A Mueller, A Wang, A Chen, D Madaan, ...
arXiv preprint arXiv:2208.12852, 2022
352022
Learning to Generate Noise for Multi-Attack Robustness
D Madaan, J Shin, SJ Hwang
38th International Conference on Machine Learning, 2021
35*2021
VayuAnukulani: Adaptive Memory Networks for Air Pollution Forecasting
D Madaan, R Dua, P Mukherjee, B Lall
2019 IEEE Global Conference on Signal and Information Processing (GlobalSIP), 2019
192019
Heterogeneous Continual Learning
D Madaan, H Yin, W Byeon, J Kautz, P Molchanov
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
82023
On Sensitivity and Robustness of Normalization Schemes to Input Distribution Shifts in Automatic MR Image Diagnosis
D Madaan, D Sodickson, K Cho, S Chopra
Medical Imaging with Deep Learning, 2023
22023
Predicting Alzheimer’s Diseases and Related Dementias in 3-year timeframe with AI Foundation Model on Electronic Health Records
W Zhu, H Tang, HR Rajamohan, D Madaan, A Chaudhari, SL Huang, ...
Alzheimer's Association International Conference, 2024
1*2024
Jointly Modeling Inter-& Intra-Modality Dependencies for Multi-modal Learning
D Madaan, T Makino, S Chopra, K Cho
The Thirty-eighth Annual Conference on Neural Information Processing Systems, 2024
12024
Improving representational continuity via continued pretraining
M Sun, A Kumar, D Madaan, P Liang
arXiv preprint arXiv:2302.13289, 2023
12023
HIST-AID: Leveraging Historical Patient Reports for Enhanced Multi-Modal Automatic Diagnosis
H Huang, CM Deniz, K Cho, S Chopra, D Madaan
arXiv preprint arXiv:2411.10684, 2024
2024
TECHNIQUES FOR HETEROGENEOUS CONTINUAL LEARNING WITH MACHINE LEARNING MODEL ARCHITECTURE PROGRESSION
H Yin, W Byeon, J Kautz, D Madaan, P Molchanov
US Patent App. 18/348,286, 2024
2024
Generalizable robust deep learning via adversarial pruning and meta-noise generation
D Madaan
한국과학기술원, 2021
2021
Separating Multimodal Modeling from Multidimensional Modeling for Multimodal Learning
D Madaan, T Makino, S Chopra, K Cho
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Artikler 1–16