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Assessing the State of Self-Supervised Human Activity Recognition using Wearables



Harish Haresamudram , Irfan Essa , Thomas Plötz


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Learning Temporal Rules from Noisy Timeseries Data



Karan Samel , Zelin Zhao , Binghong Chen , Shuang Li , Dharmashankar Subramanian , Irfan Essa , Le Song

* 19 pages, 5 figures 

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BLT: Bidirectional Layout Transformer for Controllable Layout Generation



Xiang Kong , Lu Jiang , Huiwen Chang , Han Zhang , Yuan Hao , Haifeng Gong , Irfan Essa

* 14 pages, under review 

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VideoPose: Estimating 6D object pose from videos



Apoorva Beedu , Zhile Ren , Varun Agrawal , Irfan Essa


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Discrete Representations Strengthen Vision Transformer Robustness



Chengzhi Mao , Lu Jiang , Mostafa Dehghani , Carl Vondrick , Rahul Sukthankar , Irfan Essa


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Graph-based Cluttered Scene Generation and Interactive Exploration using Deep Reinforcement Learning



K. Niranjan Kumar , Irfan Essa , Sehoon Ha


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Unsupervised Discovery of Actions in Instructional Videos



AJ Piergiovanni , Anelia Angelova , Michael S. Ryoo , Irfan Essa

* Full paper 

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Unsupervised Action Segmentation for Instructional Videos



AJ Piergiovanni , Anelia Angelova , Michael S. Ryoo , Irfan Essa

* 4 page abstract for LUV workshop 

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Automatic Non-Linear Video Editing Transfer



Nathan Frey , Peggy Chi , Weilong Yang , Irfan Essa

* AI for Content Creation Workshop at CVPR 2021 
* Published to AI for Content Creation Workshop at CVPR 2021 

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PLAN-B: Predicting Likely Alternative Next Best Sequences for Action Prediction



Dan Scarafoni , Irfan Essa , Thomas Ploetz


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