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Peekaboo: Text to Image Diffusion Models are Zero-Shot Segmentors


Nov 23, 2022
Ryan Burgert, Kanchana Ranasinghe, Xiang Li, Michael S. Ryoo

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* 19 pages; contains appendix 

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Token Turing Machines


Nov 16, 2022
Michael S. Ryoo, Keerthana Gopalakrishnan, Kumara Kahatapitiya, Ted Xiao, Kanishka Rao, Austin Stone, Yao Lu, Julian Ibarz, Anurag Arnab

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Grafting Vision Transformers


Oct 28, 2022
Jongwoo Park, Kumara Kahatapitiya, Donghyun Kim, Shivchander Sudalairaj, Quanfu Fan, Michael S. Ryoo

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Open-vocabulary Queryable Scene Representations for Real World Planning


Sep 20, 2022
Boyuan Chen, Fei Xia, Brian Ichter, Kanishka Rao, Keerthana Gopalakrishnan, Michael S. Ryoo, Austin Stone, Daniel Kappler

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Video Question Answering with Iterative Video-Text Co-Tokenization


Aug 01, 2022
AJ Piergiovanni, Kairo Morton, Weicheng Kuo, Michael S. Ryoo, Anelia Angelova

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* ECCV 2022 

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Video + CLIP Baseline for Ego4D Long-term Action Anticipation


Jul 01, 2022
Srijan Das, Michael S. Ryoo

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* Secured second position in the Ego4D Challenge for Long-Term Action Anticipation track at CVPR 2022 

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Learning Viewpoint-Agnostic Visual Representations by Recovering Tokens in 3D Space


Jun 23, 2022
Jinghuan Shang, Srijan Das, Michael S. Ryoo

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* Pre-print. 20 pages 

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Does Self-supervised Learning Really Improve Reinforcement Learning from Pixels?


Jun 23, 2022
Xiang Li, Jinghuan Shang, Srijan Das, Michael S. Ryoo

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STC-mix: Space, Time, Channel mixing for Self-supervised Video Representation


Dec 07, 2021
Srijan Das, Michael S. Ryoo

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* 12 pages, codes and model links will be updated soon 

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ViewCLR: Learning Self-supervised Video Representation for Unseen Viewpoints


Dec 07, 2021
Srijan Das, Michael S. Ryoo

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* 13 pages, Codes and models will updated soon 

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