| Align before fuse: Vision and language representation learning with momentum distillation J Li, R Selvaraju, A Gotmare, S Joty, C Xiong, SCH Hoi Advances in Neural Information Processing Systems (NeurIPS 2021) 34, 9694-9705, 2021 | 1752 | 2021 |
| GeDi: Generative Discriminator Guided Sequence Generation B Krause*, AD Gotmare*, B McCann, NS Keskar, S Joty, R Socher, ... Findings of the Association for Computational Linguistics: EMNLP 2021, 2020 | 352 | 2020 |
| A Closer Look at Deep Learning Heuristics: Learning rate restarts, Warmup and Distillation A Gotmare, NS Keskar, C Xiong, R Socher International Conference on Learning Representations (ICLR) 2019, 2018 | 328 | 2018 |
| Codet5+: Open code large language models for code understanding and generation Y Wang, H Le, AD Gotmare, NDQ Bui, J Li, SCH Hoi arXiv preprint arXiv:2305.07922, 2023 | 306 | 2023 |
| Coderl: Mastering code generation through pretrained models and deep reinforcement learning H Le, Y Wang, AD Gotmare, S Savarese, SCH Hoi Advances in Neural Information Processing Systems (NeurIPS 2022), 2022 | 254 | 2022 |
| Nonlinear system identification using a cuckoo search optimized adaptive Hammerstein model A Gotmare, R Patidar, NV George Expert systems with applications 42 (5), 2538-2546, 2015 | 126 | 2015 |
| Swarm and evolutionary computing algorithms for system identification and filter design: A comprehensive review A Gotmare, SS Bhattacharjee, R Patidar, NV George Swarm and Evolutionary Computation 32, 68-84, 2017 | 89 | 2017 |
| Using mode connectivity for loss landscape analysis A Gotmare, NS Keskar, C Xiong, R Socher ICML 2018 Workshop on Modern Trends in Nonconvex Optimization for Machine …, 2018 | 30 | 2018 |
| Codetf: One-stop transformer library for state-of-the-art code llm NDQ Bui, H Le, Y Wang, J Li, AD Gotmare, SCH Hoi arXiv preprint arXiv:2306.00029, 2023 | 20 | 2023 |
| Decoupling backpropagation using constrained optimization methods A Gotmare*, V Thomas*, J Brea, M Jaggi ICML 2018 Workshop on Efficient Credit assignment in Deep Learning and Deep …, 2018 | 20 | 2018 |
| Cascaded fast and slow models for efficient semantic code search AD Gotmare, J Li, S Joty, SCH Hoi arXiv preprint arXiv:2110.07811, 2021 | 9 | 2021 |
| Generative-discriminative language modeling for controllable text generation B Krause, AD Gotmare US Patent 11,481,552, 2022 | 8 | 2022 |
| CodeT5Mix: A Pretrained Mixture of Encoder-decoder Transformers for Code Understanding and Generation Y Wang, H Le, AD Gotmare, J Li, S Hoi | 2 | 2022 |
| Unsupervised robust nonparametric learning of hidden community properties M Langovoy, A Gotmare, M Jaggi Mathematical Foundations of Computing 2 (2), 127-147, 2019 | 2 | 2019 |
| Efficient Text-to-Code Retrieval with Cascaded Fast and Slow Transformer Models AD Gotmare, J Li, S Joty, SCH Hoi Proceedings of the 31st ACM Joint European Software Engineering Conference …, 2023 | 1 | 2023 |
| Systems and methods for natural language code search AD Gotmare, LI Junnan, CH Hoi US Patent App. 17/587,984, 2023 | 1 | 2023 |
| Systems and methods for semantic code search AD Gotmare, LI Junnan, SR Joty, CH Hoi US Patent App. 17/531,591, 2022 | 1 | 2022 |
| Systems and methods for an encoder-decoder based framework for code generation and understanding Y Wang, H Le, AD Gotmare, LI Junnan, CH Hoi US Patent App. 18/174,547, 2024 | | 2024 |
| Systems and methods for program synthesis H Le, Y Wang, AD Gotmare, CH Hoi US Patent App. 17/896,942, 2023 | | 2023 |
| Systems and methods for program synthesis H Le, Y Wang, AD Gotmare, CH Hoi US Patent App. 17/896,946, 2023 | | 2023 |
Steven C.H. HoiManaging Director of Salesforce Research Asia; IEEE Fellow; Professor at SMUVerified email at smu.edu.sg
