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SWAT: Spatial Structure Within and Among Tokens


Nov 26, 2021
Kumara Kahatapitiya, Michael S. Ryoo


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Self-supervised Pretraining with Classification Labels for Temporal Activity Detection


Nov 26, 2021
Kumara Kahatapitiya, Zhou Ren, Haoxiang Li, Zhenyu Wu, Michael S. Ryoo


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StARformer: Transformer with State-Action-Reward Representations


Oct 12, 2021
Jinghuan Shang, Michael S. Ryoo


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4D-Net for Learned Multi-Modal Alignment


Sep 02, 2021
AJ Piergiovanni, Vincent Casser, Michael S. Ryoo, Anelia Angelova

* ICCV 2021 

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Self-Supervised Disentangled Representation Learning for Third-Person Imitation Learning


Aug 02, 2021
Jinghuan Shang, Michael S. Ryoo

* Preprint. 8 pages. Accepted at IROS 2021 

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Unsupervised Discovery of Actions in Instructional Videos


Jun 28, 2021
AJ Piergiovanni, Anelia Angelova, Michael S. Ryoo, Irfan Essa

* Full paper 

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TokenLearner: What Can 8 Learned Tokens Do for Images and Videos?


Jun 21, 2021
Michael S. Ryoo, AJ Piergiovanni, Anurag Arnab, Mostafa Dehghani, Anelia Angelova


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Unsupervised Action Segmentation for Instructional Videos


Jun 07, 2021
AJ Piergiovanni, Anelia Angelova, Michael S. Ryoo, Irfan Essa

* 4 page abstract for LUV workshop 

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Coarse-Fine Networks for Temporal Activity Detection in Videos


Apr 01, 2021
Kumara Kahatapitiya, Michael S. Ryoo

* To appear at CVPR 2021 

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Recognizing Actions in Videos from Unseen Viewpoints


Mar 30, 2021
AJ Piergiovanni, Michael S. Ryoo

* CVPR 2021 

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Visionary: Vision architecture discovery for robot learning


Mar 26, 2021
Iretiayo Akinola, Anelia Angelova, Yao Lu, Yevgen Chebotar, Dmitry Kalashnikov, Jacob Varley, Julian Ibarz, Michael S. Ryoo

* ICRA 2021 

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Reducing Inference Latency with Concurrent Architectures for Image Recognition


Nov 13, 2020
Ramyad Hadidi, Jiashen Cao, Michael S. Ryoo, Hyesoon Kim


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AssembleNet++: Assembling Modality Representations via Attention Connections


Aug 18, 2020
Michael S. Ryoo, AJ Piergiovanni, Juhana Kangaspunta, Anelia Angelova

* ECCV 2020 
* ECCV 2020 camera-ready version 

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Adversarial Generative Grammars for Human Activity Prediction


Aug 14, 2020
AJ Piergiovanni, Anelia Angelova, Alexander Toshev, Michael S. Ryoo

* ECCV 2020 (Oral) 

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AttentionNAS: Spatiotemporal Attention Cell Search for Video Classification


Jul 31, 2020
Xiaofang Wang, Xuehan Xiong, Maxim Neumann, AJ Piergiovanni, Michael S. Ryoo, Anelia Angelova, Kris M. Kitani, Wei Hua

* ECCV 2020 

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AViD Dataset: Anonymized Videos from Diverse Countries


Jul 10, 2020
AJ Piergiovanni, Michael S. Ryoo

* https://github.com/piergiaj/AViD 

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Edge-Tailored Perception: Fast Inferencing in-the-Edge with Efficient Model Distribution


Mar 13, 2020
Ramyad Hadidi, Bahar Asgari, Jiashen Cao, Younmin Bae, Hyojong Kim, Michael S. Ryoo, Hyesoon Kim


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Evolving Losses for Unsupervised Video Representation Learning


Feb 26, 2020
AJ Piergiovanni, Anelia Angelova, Michael S. Ryoo

* CVPR 2020 
* arXiv admin note: text overlap with arXiv:1906.03248 

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Password-conditioned Anonymization and Deanonymization with Face Identity Transformers


Nov 29, 2019
Xiuye Gu, Weixin Luo, Michael S. Ryoo, Yong Jae Lee


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Tiny Video Networks


Oct 15, 2019
AJ Piergiovanni, Anelia Angelova, Michael S. Ryoo


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Model-based Behavioral Cloning with Future Image Similarity Learning


Oct 08, 2019
Alan Wu, AJ Piergiovanni, Michael S. Ryoo


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Evolving Losses for Unlabeled Video Representation Learning


Jun 07, 2019
AJ Piergiovanni, Anelia Angelova, Michael S. Ryoo

* Non-archival abstract for CVPR Workshop on Learning from Unlabeled Videos 

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AssembleNet: Searching for Multi-Stream Neural Connectivity in Video Architectures


May 30, 2019
Michael S. Ryoo, AJ Piergiovanni, Mingxing Tan, Anelia Angelova


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Early Detection of Injuries in MLB Pitchers from Video


Apr 18, 2019
AJ Piergiovanni, Michael S. Ryoo

* CVPR Workshop on Computer Vision in Sports 2019 

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Learning Differentiable Grammars for Continuous Data


Feb 01, 2019
AJ Piergiovanni, Anelia Angelova, Michael S. Ryoo


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Evolving Space-Time Neural Architectures for Videos


Nov 26, 2018
AJ Piergiovanni, Anelia Angelova, Alexander Toshev, Michael S. Ryoo


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