| Does String-Based Neural MT Learn Source Syntax? X Shi, I Padhi, K Knight Proceedings of the 2016 Conference on Empirical Methods in Natural Language …, 2016 | 424 | 2016 |
| Accelerated antimicrobial discovery via deep generative models and molecular dynamics simulations P Das, T Sercu, K Wadhawan, I Padhi, S Gehrmann, F Cipcigan, ... Nature Biomedical Engineering 5 (6), 613-623, 2021 | 345 | 2021 |
| Large-scale chemical language representations capture molecular structure and properties J Ross, B Belgodere, V Chenthamarakshan, I Padhi, Y Mroueh, P Das Nature Machine Intelligence 4 (12), 1256-1264, 2022 | 329 | 2022 |
| Fighting Offensive Language on Social Media with Unsupervised Text Style Transfer CN Santos, I Melnyk, I Padhi Proceedings of ACL 2018, P18-2031, 2018 | 185 | 2018 |
| The impact of positional encoding on length generalization in transformers A Kazemnejad, I Padhi, K Natesan Ramamurthy, P Das, S Reddy Advances in Neural Information Processing Systems 36, 2024 | 174* | 2024 |
| Cogmol: Target-specific and selective drug design for covid-19 using deep generative models V Chenthamarakshan, P Das, S Hoffman, H Strobelt, I Padhi, KW Lim, ... Advances in Neural Information Processing Systems 33, 2020 | 129* | 2020 |
| Tabular Transformers for Modeling Multivariate Time Series I Padhi, Y Schiff, I Melnyk, M Rigotti, Y Mroueh, P Dognin, J Ross, R Nair, ... ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 112 | 2021 |
| Generate Your Counterfactuals: Towards Controlled Counterfactual Generation for Text N Madaan, I Padhi, N Panwar, D Saha Proceedings of the AAAI Conference on Artificial Intelligence, 2021, 2020 | 107 | 2020 |
| PepCVAE: Semi-Supervised Targeted Design of Antimicrobial Peptide Sequences P Das, K Wadhawan, O Chang, T Sercu, CD Santos, M Riemer, I Padhi, ... arXiv preprint arXiv:1810.07743, 2018 | 77 | 2018 |
| Image Captioning as an Assistive Technology: Lessons Learned from VizWiz 2020 Challenge P Dognin, I Melnyk, Y Mroueh, I Padhi, M Rigotti, J Ross, Y Schiff, ... Journal of Artificial Intelligence Research 73, 437-459, 2022 | 58 | 2022 |
| Fair infinitesimal jackknife: Mitigating the influence of biased training data points without refitting P Sattigeri, S Ghosh, I Padhi, P Dognin, KR Varshney Advances in Neural Information Processing Systems 35, 35894-35906, 2022 | 34 | 2022 |
| Accelerating material design with the generative toolkit for scientific discovery M Manica, J Born, J Cadow, D Christofidellis, A Dave, D Clarke, ... npj Computational Materials 9 (1), 69, 2023 | 29* | 2023 |
| Learning Implicit Generative Models by Matching Perceptual Features CN Santos, Y Mroueh, I Padhi, P Dognin Proceedings of the IEEE International Conference on Computer Vision, 4461-4470, 2019 | 27 | 2019 |
| Reprogramming pretrained language models for antibody sequence infilling I Melnyk, V Chenthamarakshan, PY Chen, P Das, A Dhurandhar, I Padhi, ... International Conference on Machine Learning, 24398-24419, 2023 | 26 | 2023 |
| Improved Neural Text Attribute Transfer with Non-parallel Data I Melnyk, CN Santos, K Wadhawan, I Padhi, A Kumar NIPS 2017 Workshop on Learning Disentangled Representations: from Perception …, 2017 | 26 | 2017 |
| ReGen: Reinforcement Learning for Text and Knowledge Base Generation using Pretrained Language Models PL Dognin, I Padhi, I Melnyk, P Das arXiv preprint arXiv:2108.12472, 2021 | 22 | 2021 |
| Adversarial training data augmentation data for text classifiers M Tan, R Wang, I Padhi, S Potdar US Patent 11,093,707, 2021 | 22 | 2021 |
| Explainable cross-topic stance detection for search results T Draws, K Natesan Ramamurthy, I Baldini, A Dhurandhar, I Padhi, ... Proceedings of the 2023 Conference on Human Information Interaction and …, 2023 | 20 | 2023 |
| DualTKB: A Dual Learning Bridge between Text and Knowledge Base PL Dognin, I Melnyk, I Padhi, CN Santos, P Das EMNLP 2020, 2020 | 17 | 2020 |
| Detectors for Safe and Reliable LLMs: Implementations, Uses, and Limitations S Achintalwar, AA Garcia, A Anaby-Tavor, I Baldini, SE Berger, ... arXiv preprint arXiv:2403.06009, 2024 | 16 | 2024 |