| Sdedit: Guided image synthesis and editing with stochastic differential equations C Meng, Y He, Y Song, J Song, J Wu, JY Zhu, S Ermon arXiv preprint arXiv:2108.01073, 2021 | 1434 | 2021 |
| Satmae: Pre-training transformers for temporal and multi-spectral satellite imagery Y Cong, S Khanna, C Meng, P Liu, E Rozi, Y He, M Burke, D Lobell, ... Advances in Neural Information Processing Systems 35, 197-211, 2022 | 241 | 2022 |
| Consistency trajectory models: Learning probability flow ode trajectory of diffusion D Kim, CH Lai, WH Liao, N Murata, Y Takida, T Uesaka, Y He, Y Mitsufuji, ... arXiv preprint arXiv:2310.02279, 2023 | 122 | 2023 |
| Csp: Self-supervised contrastive spatial pre-training for geospatial-visual representations G Mai, N Lao, Y He, J Song, S Ermon International Conference on Machine Learning, 23498-23515, 2023 | 56 | 2023 |
| Manifold preserving guided diffusion Y He, N Murata, CH Lai, Y Takida, T Uesaka, D Kim, WH Liao, Y Mitsufuji, ... arXiv preprint arXiv:2311.16424, 2023 | 37 | 2023 |
| Fine-grained image-to-image transformation towards visual recognition W Xiong, Y He, Y Zhang, W Luo, L Ma, J Luo Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020 | 33 | 2020 |
| Sphere2Vec: A general-purpose location representation learning over a spherical surface for large-scale geospatial predictions G Mai, Y Xuan, W Zuo, Y He, J Song, S Ermon, K Janowicz, N Lao ISPRS Journal of Photogrammetry and Remote Sensing 202, 439-462, 2023 | 29 | 2023 |
| Comparing distributions by measuring differences that affect decision making S Zhao, A Sinha, Y He, A Perreault, J Song, S Ermon International Conference on Learning Representations, 2022 | 28 | 2022 |
| Spatial-temporal super-resolution of satellite imagery via conditional pixel synthesis Y He, D Wang, N Lai, W Zhang, C Meng, M Burke, D Lobell, S Ermon Advances in Neural Information Processing Systems 34, 27903-27915, 2021 | 28 | 2021 |
| Localized text-to-image generation for free via cross attention control Y He, R Salakhutdinov, JZ Kolter arXiv preprint arXiv:2306.14636, 2023 | 22 | 2023 |
| Understanding economic development in rural Africa using satellite imagery, building footprints and deep models A Elmustafa, E Rozi, Y He, G Mai, S Ermon, M Burke, D Lobell Proceedings of the 30th International Conference on Advances in Geographic …, 2022 | 11 | 2022 |
| Neural generation meets real people: Building a social, informative open-domain dialogue agent EA Chi, A Paranjape, A See, C Chiam, T Chang, K Kenealy, SK Lim, ... arXiv preprint arXiv:2207.12021, 2022 | 11 | 2022 |
| Neural, neural everywhere: Controlled generation meets scaffolded, structured dialogue EA Chi, C Chiam, T Chang, SK Lim, C Rastogi, A Iyabor, Y He, ... Alexa Prize Proceedings, 2021 | 11 | 2021 |
| Weather Prediction with Diffusion Guided by Realistic Forecast Processes Z Hua, Y He, C Ma, A Anderson-Frey arXiv preprint arXiv:2402.06666, 2024 | 5 | 2024 |
| Automated black-box prompt engineering for personalized text-to-image generation Y He, A Robey, N Murata, Y Jiang, J Williams, GJ Pappas, H Hassani, ... arXiv preprint arXiv:2403.19103 2 (5), 2024 | 4 | 2024 |
| Towards reporting bias in visual-language datasets: bimodal augmentation by decoupling object-attribute association Q Wu, M Zhao, Y He, L Huang, J Ono, H Wakaki, Y Mitsufuji arXiv preprint arXiv:2310.01330, 2023 | 4 | 2023 |
| Tracking urbanization in developing regions with remote sensing spatial-temporal super-resolution Y He, W Zhang, C Meng, M Burke, DB Lobell, S Ermon arXiv preprint arXiv:2204.01736, 2022 | 4 | 2022 |
| Sphere2Vec: Self-Supervised Location Representation Learning on Spherical Surfaces G Mai, Y Xuan, W Zuo, Y He, S Ermon, J Song, K Janowicz, N Lao | 2 | 2023 |
| Motion-Based Handwriting Recognition and Word Reconstruction JK Chen, W Xie, Y He arXiv preprint arXiv:2101.06025, 2021 | 2 | 2021 |
| State Combinatorial Generalization In Decision Making With Conditional Diffusion Models X Duan, Y He, F Tajwar, WT Chen, R Salakhutdinov, J Schneider arXiv preprint arXiv:2501.13241, 2025 | | 2025 |
Stefano ErmonStanford UniversityEmail verificata su cs.stanford.edu
