| Concept bottleneck models PW Koh, T Nguyen, YS Tang, S Mussmann, E Pierson, B Kim, P Liang International Conference on Machine Learning, 5338-5348, 2020 | 689 | 2020 |
| Do Wide and Deep Networks Learn the Same Things? Uncovering How Neural Network Representations Vary with Width and Depth T Nguyen, M Raghu, S Kornblith arXiv preprint arXiv:2010.15327, 2020 | 248 | 2020 |
| Datacomp: In search of the next generation of multimodal datasets SY Gadre, G Ilharco, A Fang, J Hayase, G Smyrnis, T Nguyen, R Marten, ... Advances in Neural Information Processing Systems 36, 2024 | 196 | 2024 |
| Quality not quantity: On the interaction between dataset design and robustness of clip T Nguyen, G Ilharco, M Wortsman, S Oh, L Schmidt Advances in Neural Information Processing Systems 35, 21455-21469, 2022 | 66 | 2022 |
| Improving multimodal datasets with image captioning T Nguyen, SY Gadre, G Ilharco, S Oh, L Schmidt Advances in Neural Information Processing Systems 36, 2024 | 32 | 2024 |
| Robust and Private Learning of Halfspaces B Ghazi, R Kumar, P Manurangsi, T Nguyen International Conference on Artificial Intelligence and Statistics, 1603-1611, 2021 | 15 | 2021 |
| On the Origins of the Block Structure Phenomenon in Neural Network Representations T Nguyen, M Raghu, S Kornblith arXiv preprint arXiv:2202.07184, 2022 | 10 | 2022 |
| On the connection between pre-training data diversity and fine-tuning robustness V Ramanujan, T Nguyen, S Oh, A Farhadi, L Schmidt Advances in Neural Information Processing Systems 36, 2024 | 9 | 2024 |
| Predicting inpatient discharge prioritization with electronic health records A Avati, S Pfohl, C Lin, T Nguyen, M Zhang, P Hwang, J Wetstone, K Jung, ... arXiv preprint arXiv:1812.00371, 2018 | 6 | 2018 |
| Guiding image captioning models toward more specific captions S Kornblith, L Li, Z Wang, T Nguyen Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 5 | 2023 |
| Avoiding Spurious Correlations: Bridging Theory and Practice T Nguyen, V Nagarajan, H Sedghi, B Neyshabur NeurIPS 2021 Workshop on Distribution Shifts: Connecting Methods and …, 2021 | 4 | 2021 |
| DataComp-LM: In search of the next generation of training sets for language models J Li, A Fang, G Smyrnis, M Ivgi, M Jordan, S Gadre, H Bansal, E Guha, ... arXiv preprint arXiv:2406.11794, 2024 | 2 | 2024 |
| Multilingual Diversity Improves Vision-Language Representations T Nguyen, M Wallingford, S Santy, WC Ma, S Oh, L Schmidt, PW Koh, ... arXiv preprint arXiv:2405.16915, 2024 | 2 | 2024 |
| A fully private pipeline for deep learning on electronic health records E Chou, T Nguyen, J Beal, A Haque, L Fei-Fei arXiv preprint arXiv:1811.09951, 2018 | 2 | 2018 |
| Probing clustering in neural network representations T Nguyen, S Kornblith arXiv preprint arXiv:2311.07864, 2023 | | 2023 |
| On the Connection between Pre-training Data Diversity and Robustness V Ramanujan, T Nguyen, L Schmidt, A Farhadi First Workshop on Pre-training: Perspectives, Pitfalls, and Paths Forward at …, 0 | | |
Simon KornblithAnthropicVerified email at anthropic.com
