Divyam Madaan

@inproceedings{madaan2026temporal,
  title={Temporal Generalization: A Reality Check},
  author={Madaan, Divyam and Chopra, Sumit and Cho, Kyunghyun},
  booktitle={International Conference on Learning Representations},
  year={2026}
}

@inproceedings{madaan2026multimodal,
  title={Multi-modal Data Spectrum: Multi-modal Datasets are Multi-dimensional},
  author={Madaan, Divyam and Muhunthan, Varshan and Cho, Kyunghyun and Chopra, Sumit},
  booktitle={International Conference on Learning Representations},
  year={2026}
}

@inproceedings{madaan2024jointly,
  title={Jointly Modeling Inter- & Intra-Modality Dependencies for Multi-modal Learning},
  author={Madaan, Divyam and Makino, Taro and Chopra, Sumit and Cho, Kyunghyun},
  booktitle={Advances in Neural Information Processing Systems},
  year={2024}
}

@inproceedings{huang2024histaid,
  title={HIST-AID: Leveraging Historical Patient Reports for Enhanced Automatic Diagnosis},
  author={Huang, Haoxu and Deniz, Cem M and Cho, Kyunghyun and Chopra, Sumit and Madaan, Divyam},
  booktitle={Machine Learning for Health},
  year={2024}
}

@inproceedings{zhu2024predicting,
  title={Predicting Alzheimer's Diseases and Related Dementias in 3-year timeframe with AI Foundation Model on Electronic Health Records},
  author={Zhu, Weicheng and others},
  booktitle={Alzheimer's Association International Conference},
  year={2024}
}

@inproceedings{madaan2023heterogeneous,
  title={Heterogeneous Continual Learning},
  author={Madaan, Divyam and Yin, Hongxu and Byeon, Wonmin and Kautz, Jan and Molchanov, Pavlo},
  booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  year={2023}
}

@inproceedings{michael2023nlp,
  title={What Do NLP Researchers Believe? Results of the NLP Community Metasurvey},
  author={Michael, Julian and others},
  booktitle={Association for Computational Linguistics},
  year={2023}
}

@inproceedings{madaan2023sensitivity,
  title={On Sensitivity and Robustness of Normalization Schemes to Input Distribution Shifts in Automatic MR Image Diagnosis},
  author={Madaan, Divyam and Sodickson, Daniel and Cho, Kyunghyun and Chopra, Sumit},
  booktitle={Medical Imaging with Deep Learning},
  year={2023}
}

@inproceedings{madaan2022representational,
  title={Representational Continuity for Unsupervised Continual Learning},
  author={Madaan, Divyam and Yoon, Jaehong and Li, Yuanchun and Liu, Yunxin and Hwang, Sung Ju},
  booktitle={International Conference on Learning Representations},
  year={2022}
}

@inproceedings{yoon2022online,
  title={Online Coreset Selection for Rehearsal-based Continual Learning},
  author={Yoon, Jaehong and Madaan, Divyam and Yang, Eunho and Hwang, Sung Ju},
  booktitle={International Conference on Learning Representations},
  year={2022}
}

@inproceedings{madaan2021learning,
  title={Learning to Generate Noise for Multi-Attack Robustness},
  author={Madaan, Divyam and Shin, Jinwoo and Hwang, Sung Ju},
  booktitle={International Conference on Machine Learning},
  year={2021}
}

@inproceedings{madaan2020adversarial,
  title={Adversarial Neural Pruning with Latent Vulnerability Suppression},
  author={Madaan, Divyam and Shin, Jinwoo and Hwang, Sung Ju},
  booktitle={International Conference on Machine Learning},
  year={2020}
}

@inproceedings{madaan2019vayuanukulani,
  title={VayuAnukulani: Adaptive Memory Networks for Air Pollution Forecasting},
  author={Madaan, Divyam and Dua, Radhika and Mukherjee, Prerana and Lall, Brejesh},
  booktitle={IEEE Global Conference on Signal and Information Processing},
  year={2019}
}

@article{gomez2019learning,
  title={Learning Sparse Networks Using Targeted Dropout},
  author={Gomez, Aidan N and Zhang, Ivan and Kamalakara, Siddhartha Rao and Madaan, Divyam and Swersky, Kevin and Gal, Yarin and Hinton, Geoffrey E},
  journal={arXiv preprint arXiv:1905.13678},
  year={2019}
}