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Learning Cross-modal Contrastive Features for Video Domain Adaptation


Aug 26, 2021
Donghyun Kim, Yi-Hsuan Tsai, Bingbing Zhuang, Xiang Yu, Stan Sclaroff, Kate Saenko, Manmohan Chandraker

* Accepted in ICCV'21 

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Tune it the Right Way: Unsupervised Validation of Domain Adaptation via Soft Neighborhood Density


Aug 24, 2021
Kuniaki Saito, Donghyun Kim, Piotr Teterwak, Stan Sclaroff, Trevor Darrell, Kate Saenko

* ICCV2021 

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Dynamic Network Quantization for Efficient Video Inference


Aug 23, 2021
Ximeng Sun, Rameswar Panda, Chun-Fu Chen, Aude Oliva, Rogerio Feris, Kate Saenko

* ICCV 2021 Camera Ready Version 

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MetaPose: Fast 3D Pose from Multiple Views without 3D Supervision


Aug 10, 2021
Ben Usman, Andrea Tagliasacchi, Kate Saenko, Avneesh Sud


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VisDA-2021 Competition Universal Domain Adaptation to Improve Performance on Out-of-Distribution Data


Jul 23, 2021
Dina Bashkirova, Dan Hendrycks, Donghyun Kim, Samarth Mishra, Kate Saenko, Kuniaki Saito, Piotr Teterwak, Ben Usman

* Neurips 2021 Competition Track 

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Separating Skills and Concepts for Novel Visual Question Answering


Jul 19, 2021
Spencer Whitehead, Hui Wu, Heng Ji, Rogerio Feris, Kate Saenko

* Paper at CVPR 2021. 14 pages, 7 figures 

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ZeroWaste Dataset: Towards Automated Waste Recycling


Jun 04, 2021
Dina Bashkirova, Ziliang Zhu, James Akl, Fadi Alladkani, Ping Hu, Vitaly Ablavsky, Berk Calli, Sarah Adel Bargal, Kate Saenko


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OpenMatch: Open-set Consistency Regularization for Semi-supervised Learning with Outliers


May 28, 2021
Kuniaki Saito, Donghyun Kim, Kate Saenko


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AdaMML: Adaptive Multi-Modal Learning for Efficient Video Recognition


May 12, 2021
Rameswar Panda, Chun-Fu Chen, Quanfu Fan, Ximeng Sun, Kate Saenko, Aude Oliva, Rogerio Feris


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OVANet: One-vs-All Network for Universal Domain Adaptation


Apr 27, 2021
Kuniaki Saito, Kate Saenko

* https://github.com/VisionLearningGroup/OVANet 

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Detector-Free Weakly Supervised Grounding by Separation


Apr 20, 2021
Assaf Arbelle, Sivan Doveh, Amit Alfassy, Joseph Shtok, Guy Lev, Eli Schwartz, Hilde Kuehne, Hila Barak Levi, Prasanna Sattigeri, Rameswar Panda, Chun-Fu Chen, Alex Bronstein, Kate Saenko, Shimon Ullman, Raja Giryes, Rogerio Feris, Leonid Karlinsky


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Mobile App Tasks with Iterative Feedback (MoTIF): Addressing Task Feasibility in Interactive Visual Environments


Apr 17, 2021
Andrea Burns, Deniz Arsan, Sanjna Agrawal, Ranjitha Kumar, Kate Saenko, Bryan A. Plummer

* Accepted at the workshop on Visually Grounded Interaction and Language (ViGIL) at NAACL 2021 

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Evaluation of Correctness in Unsupervised Many-to-Many Image Translation


Mar 29, 2021
Dina Bashkirova, Ben Usman, Kate Saenko


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All at Once Network Quantization via Collaborative Knowledge Transfer


Mar 02, 2021
Ximeng Sun, Rameswar Panda, Chun-Fu Chen, Naigang Wang, Bowen Pan Kailash Gopalakrishnan, Aude Oliva, Rogerio Feris, Kate Saenko


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Good Actors can come in Smaller Sizes: A Case Study on the Value of Actor-Critic Asymmetry


Feb 23, 2021
Siddharth Mysore, Bassel Mabsout, Renato Mancuso, Kate Saenko


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VA-RED$^2$: Video Adaptive Redundancy Reduction


Feb 15, 2021
Bowen Pan, Rameswar Panda, Camilo Fosco, Chung-Ching Lin, Alex Andonian, Yue Meng, Kate Saenko, Aude Oliva, Rogerio Feris

* Accepted in ICLR 2021 

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AdaFuse: Adaptive Temporal Fusion Network for Efficient Action Recognition


Feb 10, 2021
Yue Meng, Rameswar Panda, Chung-Ching Lin, Prasanna Sattigeri, Leonid Karlinsky, Kate Saenko, Aude Oliva, Rogerio Feris

* Accepted to ICLR2021 

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Semi-Supervised Action Recognition with Temporal Contrastive Learning


Feb 04, 2021
Ankit Singh, Omprakash Chakraborty, Ashutosh Varshney, Rameswar Panda, Rogerio Feris, Kate Saenko, Abir Das

* Under review 

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Surprisingly Simple Semi-Supervised Domain Adaptation with Pretraining and Consistency


Jan 29, 2021
Samarth Mishra, Kate Saenko, Venkatesh Saligrama

* 13 pages, 6 figures 

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Learning from Lexical Perturbations for Consistent Visual Question Answering


Dec 23, 2020
Spencer Whitehead, Hui Wu, Yi Ren Fung, Heng Ji, Rogerio Feris, Kate Saenko

* 14 pages, 8 figures 

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How to Train your Quadrotor: A Framework for Consistently Smooth and Responsive Flight Control via Reinforcement Learning


Dec 11, 2020
Siddharth Mysore, Bassel Mabsout, Kate Saenko, Renato Mancuso


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Regularizing Action Policies for Smooth Control with Reinforcement Learning


Dec 11, 2020
Siddharth Mysore, Bassel Mabsout, Renato Mancuso, Kate Saenko


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Fine-grained Angular Contrastive Learning with Coarse Labels


Dec 07, 2020
Guy Bukchin, Eli Schwartz, Kate Saenko, Ori Shahar, Rogerio Feris, Raja Giryes, Leonid Karlinsky


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Select, Label, and Mix: Learning Discriminative Invariant Feature Representations for Partial Domain Adaptation


Dec 06, 2020
Aadarsh Sahoo, Rameswar Panda, Rogerio Feris, Kate Saenko, Abir Das


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Temporal Action Detection with Multi-level Supervision


Nov 24, 2020
Baifeng Shi, Qi Dai, Judy Hoffman, Kate Saenko, Trevor Darrell, Huijuan Xu


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Active Domain Adaptation via Clustering Uncertainty-weighted Embeddings


Oct 16, 2020
Viraj Prabhu, Arjun Chandrasekaran, Kate Saenko, Judy Hoffman


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