| Scaling autoregressive models for content-rich text-to-image generation J Yu, Y Xu, JY Koh, T Luong, G Baid, Z Wang, V Vasudevan, A Ku, Y Yang, ... TMLR, 2022 | 1925 | 2022 |
| Vector-quantized image modeling with improved vqgan J Yu, X Li, JY Koh, H Zhang, R Pang, J Qin, A Ku, Y Xu, J Baldridge, Y Wu ICLR, 2021 | 992 | 2021 |
| Visualwebarena: Evaluating multimodal agents on realistic visual web tasks JY Koh, R Lo, L Jang, V Duvvur, MC Lim, PY Huang, G Neubig, S Zhou, ... ACL, 2024 | 839 | 2024 |
| Cross-Modal Contrastive Learning for Text-to-Image Generation H Zhang*, JY Koh*, J Baldridge, H Lee, Y Yang CVPR, 2021 | 597 | 2021 |
| Generating images with multimodal language models JY Koh, D Fried, R Salakhutdinov NeurIPS, 2023 | 476 | 2023 |
| Grounding Language Models to Images for Multimodal Inputs and Outputs JY Koh, R Salakhutdinov, D Fried ICML, 2023 | 321* | 2023 |
| Tree Search for Language Model Agents JY Koh, S McAleer, D Fried, R Salakhutdinov TMLR, 2025 | 274 | 2025 |
| OmniACT: A Dataset and Benchmark for Enabling Multimodal Generalist Autonomous Agents for Desktop and Web R Kapoor*, YP Butala*, M Russak, JY Koh, K Kamble, W Alshikh, ... ECCV, 2024 | 199* | 2024 |
| Dissecting Adversarial Robustness of Multimodal LM Agents CH Wu, RR Shah, JY Koh, R Salakhutdinov, D Fried, A Raghunathan ICLR, 2024 | 188* | 2024 |
| Pathdreamer: A World Model for Indoor Navigation JY Koh, H Lee, Y Yang, J Baldridge, P Anderson ICCV, 2021 | 168 | 2021 |
| Text-to-image generation grounded by fine-grained user attention JY Koh, J Baldridge, H Lee, Y Yang WACV, 2021 | 98 | 2021 |
| A New Path: Scaling Vision-and-Language Navigation with Synthetic Instructions and Imitation Learning A Kamath, P Anderson, S Wang, JY Koh, A Ku, A Waters, Y Yang, ... CVPR, 2022 | 94* | 2022 |
| Simple and Effective Synthesis of Indoor 3D Scenes JY Koh*, H Agrawal*, D Batra, R Tucker, A Waters, H Lee, Y Yang, ... AAAI, 2022 | 57 | 2022 |
| Vq3d: Learning a 3d-aware generative model on imagenet K Sargent, JY Koh, H Zhang, H Chang, C Herrmann, P Srinivasan, J Wu, ... ICCV, 2023 | 40 | 2023 |
| Multimodal graph learning for generative tasks M Yoon, JY Koh, B Hooi, R Salakhutdinov NeurIPS GLFrontiers Workshop, 2023 | 38 | 2023 |
| Revisiting hierarchical approach for persistent long-term video prediction W Lee, W Jung, H Zhang, T Chen, JY Koh, T Huang, H Yoon, H Lee, ... ICLR, 2021 | 37 | 2021 |
| Improving Customer Satisfaction in Bike Sharing Systems through Dynamic Repositioning S Ghosh*, JY Koh*, P Jaillet IJCAI, 2019 | 32 | 2019 |
| Urban Zoning Using Higher-Order Markov Random Fields on Multi-View Imagery Data T Feng, QT Truong, T Nguyen, JY Koh, LF Yu, SK Yeung, A Binder ECCV, 2018 | 28 | 2018 |
| Vector-Quantized Image Modeling YU Jiahui, X Li, H Zhang, V Vasudevan, AYS Ku, JM Baldridge, Y Xu, ... US Patent App. 18/520,083, 2024 | 26 | 2024 |
| Cross-Modal Contrastive Learning for Text-to-Image Generation based on Machine Learning Models H Zhang, JY Koh, JM Baldridge, Y Yang, H Lee US Patent App. 17/467,628, 2023 | 22 | 2023 |
Ruslan SalakhutdinovUPMC Professor, Machine Learning Department, CMUAdresse e-mail validée de cs.cmu.edu
