Jing Yu Koh

Most-cited papers

1. Scaling Autoregressive Models for Content-Rich Text-to-Image Generation

   Jia-Hui Yu, Yuan-Zhong Xu, Jing Yu Koh, Thang Luong +13 more

   2022Trans. Mach. Learn. Res.1,590 citations Open access

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2. Vector-quantized Image Modeling with Improved VQGAN

   Jia-Hui Yu, Xin Li, Jing Yu Koh, Han Zhang +6 more

   2021International Conference on Learning Representations848 citations

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3. VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks

   Jing Yu Koh, Robert Lo, L. Jang, Vikram Duvvur +6 more

   2024Annual Meeting of the Association for Computational Linguistics796 citations

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4. Cross-Modal Contrastive Learning for Text-to-Image Generation

   Han Zhang, Jing Yu Koh, Jason Baldridge, Honglak Lee +1 more

   2021Computer Vision and Pattern Recognition459 citations Open access

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5. Generating Images with Multimodal Language Models

   Jing Yu Koh, Daniel Fried, R. Salakhutdinov

   2023Neural Information Processing Systems406 citations Open access

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6. OmniACT: A Dataset and Benchmark for Enabling Multimodal Generalist Autonomous Agents for Desktop and Web

   Raghav Kapoor, Yash Butala, M. Russak, Jing Yu Koh +3 more

   2024European Conference on Computer Vision173 citations

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7. Grounding Language Models to Images for Multimodal Inputs and Outputs

   Jing Yu Koh, R. Salakhutdinov, Daniel Fried

   2023International Conference on Machine Learning173 citations

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8. Tree Search for Language Model Agents

   Jing Yu Koh, Stephen Mcaleer, Daniel Fried, Ruslan Salakhutdinov

   2024Trans. Mach. Learn. Res.163 citations

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9. Pathdreamer: A World Model for Indoor Navigation

   Jing Yu Koh, Honglak Lee, Yinfei Yang, Jason Baldridge +1 more

   2021ALVR155 citations Open access

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10. Grounding Language Models to Images for Multimodal Generation

    Jing Yu Koh, R. Salakhutdinov, Daniel Fried

    2023arXiv.org98 citations Open access

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11. A New Path: Scaling Vision-and-Language Navigation with Synthetic Instructions and Imitation Learning

    Aishwarya Kamath, Peter Anderson, Su Wang, Jing Yu Koh +5 more

    2022Computer Vision and Pattern Recognition76 citations Open access

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12. Text-to-Image Generation Grounded by Fine-Grained User Attention

    Jing Yu Koh, Jason Baldridge, Honglak Lee, Yinfei Yang

    2020IEEE Workshop/Winter Conference on Applications of Computer Vision67 citations Open access

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13. Simple and Effective Synthesis of Indoor 3D Scenes

    Jing Yu Koh, Harsh Agrawal, Dhruv Batra, Richard Tucker +5 more

    2022AAAI Conference on Artificial Intelligence47 citations Open access

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14. VQ3D: Learning a 3D-Aware Generative Model on ImageNet

    Kyle Sargent, Jing Yu Koh, Han Zhang, Huiwen Chang +4 more

    2023IEEE International Conference on Computer Vision36 citations Open access

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15. Revisiting Hierarchical Approach for Persistent Long-Term Video Prediction

    Wonkwang Lee, Whie Jung, Han Zhang, Ting Chen +5 more

    2021International Conference on Learning Representations29 citations

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16. Improving Customer Satisfaction in Bike Sharing Systems through Dynamic Repositioning

    Supriyo Ghosh, Jing Yu Koh, Patrick Jaillet

    2019International Joint Conference on Artificial Intelligence23 citations Open access

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17. Urban Zoning Using Higher-Order Markov Random Fields on Multi-View Imagery Data

    Tian Feng, Quang-Trung Truong, D. Nguyen, Jing Yu Koh +3 more

    2018European Conference on Computer Vision22 citations Open access

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18. Odysseys: Benchmarking Web Agents on Realistic Long Horizon Tasks

    L. Jang, Jing Yu Koh, Daniel Fried, Ruslan Salakhutdinov

    2026arXiv.org21 citations

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19. Twitter-Informed Crowd Flow Prediction

    Gary Goh, Jing Yu Koh, Yue Zhang

    20182018 IEEE International Conference on Data Mining Workshops (ICDMW)10 citations

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20. SideInfNet: A Deep Neural Network for Semi-Automatic Semantic Segmentation with Side Information

    Jing Yu Koh, D. Nguyen, Quang-Trung Truong, Sai-Kit Yeung +1 more

    2020European Conference on Computer Vision6 citations Open access

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21. Multi-Agent Computer Use

    Jing Yu Koh, Ruslan Salakhutdinov, Daniel Fried

    2026arXiv.org4 citations

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22. Object Boundary Detection and Classification with Image-Level Labels

    Jing Yu Koh, W. Samek, Klaus-Robert Müller, Alexander Binder

    2016German Conference on Pattern Recognition2 citations

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23. Appendix for Pathdreamer: A World Model for Indoor Navigation

    Jing Yu Koh, Honglak Lee, Yinfei Yang, Jason Baldridge +1 more

    20210 citations

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24. Zero Shot Learning for Semantic Boundary Detection - How Far Can We Get?

    Jing Yu Koh, W. Samek, Klaus-Robert Müller, Alexander Binder

    2016arXiv.org0 citations

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