Jing Yu Koh

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Jason BaldridgeResearch Scientist, GooglePatvirtintas el. paštas google.com
Yinfei YangApplePatvirtintas el. paštas apple.com
Han ZhangResearch Scientist, Google DeepmindPatvirtintas el. paštas google.com
Ruslan SalakhutdinovUPMC Professor, Machine Learning Department, CMUPatvirtintas el. paštas cs.cmu.edu
Daniel FriedAssistant professor, Carnegie Mellon UniversityPatvirtintas el. paštas cs.cmu.edu
Jiahui YuResearch Scientist, OpenAIPatvirtintas el. paštas openai.com
Honglak LeeLG AI Research / U. MichiganPatvirtintas el. paštas umich.edu
Peter AndersonHead of Research, Applied AI at Balyasny Asset ManagementPatvirtintas el. paštas bamfunds.com
Alexander BinderChair Computer Vision, OvGU, Magdeburg, GermanyPatvirtintas el. paštas ovgu.de
Graham NeubigCarnegie Mellon University, All Hands AIPatvirtintas el. paštas cs.cmu.edu
Shuyan ZhouMeta GenAI | Duke UniversityPatvirtintas el. paštas cs.cmu.edu
Austin WatersGooglePatvirtintas el. paštas google.com
Patrick JailletDugald C. Jackson Professor, EECS, MITPatvirtintas el. paštas mit.edu
Dhruv BatraPrev: FAIR (Meta AI), Georgia TechPatvirtintas el. paštas dhruvbatra.com
Klaus-Robert MüllerGoogle DeepMind & TU Berlin & Korea University & Max Planck Institute for Informatics, GermanyPatvirtintas el. paštas tu-berlin.de

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Jing Yu Koh

Meta

Patvirtintas el. paštas meta.com - Pagrindinis puslapis

machine learning natural language processing computer vision


Pavadinimas Rūšiuoti pagal šaltinius Rūšiuoti pagal metus Rūšiuoti pagal pavadinimą	Cituota Cituota	Metai
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	1134	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	471	2021
Cross-Modal Contrastive Learning for Text-to-Image Generation H Zhang, JY Koh, J Baldridge, H Lee, Y Yang CVPR, 2021	408	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	199*	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	135	2024
Text-to-image generation grounded by fine-grained user attention JY Koh, J Baldridge, H Lee, Y Yang WACV, 2021	77	2021
Pathdreamer: A World Model for Indoor Navigation JY Koh, H Lee, Y Yang, J Baldridge, P Anderson ICCV, 2021	75	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	49*	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	44*	2024
Tree Search for Language Model Agents JY Koh, S McAleer, D Fried, R Salakhutdinov arXiv preprint arXiv:2407.01476, 2024	40*	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	30	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
Simple and Effective Synthesis of Indoor 3D Scenes JY Koh, H Agrawal, D Batra, R Tucker, A Waters, H Lee, Y Yang, ... AAAI, 2022	28*	2022
Improving Customer Satisfaction in Bike Sharing Systems through Dynamic Repositioning S Ghosh, JY Koh, P Jaillet IJCAI, 2019	28	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	20	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	18*	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	7	2024

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