Jing Yu Koh

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Jason BaldridgeResearch Scientist, GoogleCorreu electrònic verificat a google.com
Yinfei YangAppleCorreu electrònic verificat a apple.com
Han ZhangResearch Scientist, Google DeepmindCorreu electrònic verificat a google.com
Ruslan SalakhutdinovUPMC Professor, Machine Learning Department, CMUCorreu electrònic verificat a cs.cmu.edu
Jiahui YuResearch Scientist, OpenAICorreu electrònic verificat a openai.com
Yonghui WuGoogle BrainCorreu electrònic verificat a google.com
Daniel FriedAssistant professor, Carnegie Mellon UniversityCorreu electrònic verificat a cs.cmu.edu
Honglak LeeLG AI Research / U. MichiganCorreu electrònic verificat a umich.edu
Peter AndersonHead of Research, Applied AI at Balyasny Asset ManagementCorreu electrònic verificat a bamfunds.com
Alexander BinderChair Computer Vision, OvGU, Magdeburg, GermanyCorreu electrònic verificat a ovgu.de
Graham NeubigCarnegie Mellon University, All Hands AICorreu electrònic verificat a cs.cmu.edu
Shuyan ZhouMeta GenAI | Duke UniversityCorreu electrònic verificat a cs.cmu.edu
Austin WatersGoogleCorreu electrònic verificat a google.com
Patrick JailletDugald C. Jackson Professor, EECS, MITCorreu electrònic verificat a mit.edu
Dhruv BatraPrev: FAIR (Meta AI), Georgia TechCorreu electrònic verificat a dhruvbatra.com
Klaus-Robert MüllerGoogle DeepMind & TU Berlin & Korea University & Max Planck Institute for Informatics, GermanyCorreu electrònic verificat a tu-berlin.de

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Jing Yu Koh

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Correu electrònic verificat a meta.com - Pàgina d'inici

machine learning natural language processing computer vision


Títol Ordena per cites Ordena per any Ordena per títol	Citada per Citada per	Any
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	1135	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	465	2021
Cross-Modal Contrastive Learning for Text-to-Image Generation H Zhang, JY Koh, J Baldridge, H Lee, Y Yang CVPR, 2021	412	2021
Generating images with multimodal language models JY Koh, D Fried, R Salakhutdinov NeurIPS, 2023	245	2023
Grounding Language Models to Images for Multimodal Inputs and Outputs JY Koh, R Salakhutdinov, D Fried ICML, 2023	194	2023
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	125	2024
Pathdreamer: A World Model for Indoor Navigation JY Koh, H Lee, Y Yang, J Baldridge, P Anderson ICCV, 2021	77	2021
Text-to-image generation grounded by fine-grained user attention JY Koh, J Baldridge, H Lee, Y Yang WACV, 2021	76	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	51*	2022
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	41*	2024
Tree Search for Language Model Agents JY Koh, S McAleer, D Fried, R Salakhutdinov arXiv preprint arXiv:2407.01476, 2024	30	2024
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	29	2021
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	28	2023
Improving Customer Satisfaction in Bike Sharing Systems through Dynamic Repositioning S Ghosh, JY Koh, P Jaillet IJCAI, 2019	28	2019
Simple and Effective Synthesis of Indoor 3D Scenes JY Koh, H Agrawal, D Batra, R Tucker, A Waters, H Lee, Y Yang, ... AAAI, 2022	27	2022
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	21	2018
Dissecting Adversarial Robustness of Multimodal LM Agents CH Wu, RR Shah, JY Koh, R Salakhutdinov, D Fried, A Raghunathan NeurIPS 2024 Workshop on Open-World Agents, 2024	17*	2024
Twitter-informed crowd flow prediction G Goh, JY Koh, Y Zhang ICDM Workshops, 2018	17	2018
Multimodal graph learning for generative tasks M Yoon, JY Koh, B Hooi, R Salakhutdinov arXiv preprint arXiv:2310.07478, 2023	8	2023
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	6	2024

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