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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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Representation Flow for Action Recognition

Oct 02, 2018
AJ Piergiovanni, Michael S. Ryoo


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Unseen Action Recognition with Multimodal Learning

Oct 01, 2018
AJ Piergiovanni, Michael S. Ryoo


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Temporal Gaussian Mixture Layer for Videos

Oct 01, 2018
AJ Piergiovanni, Michael S. Ryoo


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Learning Real-World Robot Policies by Dreaming

Sep 11, 2018
AJ Piergiovanni, Alan Wu, Michael S. Ryoo


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Forecasting Hands and Objects in Future Frames

Aug 23, 2018
Chenyou Fan, Jangwon Lee, Michael S. Ryoo


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Learning to Anonymize Faces for Privacy Preserving Action Detection

Jul 26, 2018
Zhongzheng Ren, Yong Jae Lee, Michael S. Ryoo

* ECCV'18 camera ready 

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Fine-grained Activity Recognition in Baseball Videos

Apr 09, 2018
AJ Piergiovanni, Michael S. Ryoo

* CVPR Workshop on Computer Vision in Sports 2018 
* CVPR Workshop on Computer Vision in Sports 

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Learning Latent Super-Events to Detect Multiple Activities in Videos

Mar 29, 2018
AJ Piergiovanni, Michael S. Ryoo

* CVPR 2018 
* CVPR 2018 

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Musical Chair: Efficient Real-Time Recognition Using Collaborative IoT Devices

Mar 21, 2018
Ramyad Hadidi, Jiashen Cao, Matthew Woodward, Michael S. Ryoo, Hyesoon Kim


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Extreme Low Resolution Activity Recognition with Multi-Siamese Embedding Learning

Feb 04, 2018
Michael S. Ryoo, Kiyoon Kim, Hyun Jong Yang

* AAAI 2018 

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Learning Robot Activities from First-Person Human Videos Using Convolutional Future Regression

Jul 24, 2017
Jangwon Lee, Michael S. Ryoo


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Identifying First-person Camera Wearers in Third-person Videos

Apr 20, 2017
Chenyou Fan, Jangwon Lee, Mingze Xu, Krishna Kumar Singh, Yong Jae Lee, David J. Crandall, Michael S. Ryoo


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