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Self-supervised Visual Attribute Learning for Fashion Compatibility

Aug 01, 2020
Donghyun Kim, Kuniaki Saito, Kate Saenko, Stan Sclaroff, Bryan A Plummer


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Real-time Semantic Segmentation with Fast Attention

Jul 09, 2020
Ping Hu, Federico Perazzi, Fabian Caba Heilbron, Oliver Wang, Zhe Lin, Kate Saenko, Stan Sclaroff

* project page: https://cs-people.bu.edu/pinghu/FANet.html 

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Protecting Against Image Translation Deepfakes by Leaking Universal Perturbations from Black-Box Neural Networks

Jun 11, 2020
Nataniel Ruiz, Sarah Adel Bargal, Stan Sclaroff


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Temporally Distributed Networks for Fast Video Semantic Segmentation

Apr 07, 2020
Ping Hu, Fabian Caba Heilbron, Oliver Wang, Zhe Lin, Stan Sclaroff, Federico Perazzi

* [CVPR2020] Project: https://github.com/feinanshan/TDNet 

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Spatio-Temporal Action Detection with Multi-Object Interaction

Apr 01, 2020
Huijuan Xu, Lizhi Yang, Stan Sclaroff, Kate Saenko, Trevor Darrell


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Cross-domain Self-supervised Learning for Domain Adaptation with Few Source Labels

Mar 18, 2020
Donghyun Kim, Kuniaki Saito, Tae-Hyun Oh, Bryan A. Plummer, Stan Sclaroff, Kate Saenko


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Explainable Deep Classification Models for Domain Generalization

Mar 13, 2020
Andrea Zunino, Sarah Adel Bargal, Riccardo Volpi, Mehrnoosh Sameki, Jianming Zhang, Stan Sclaroff, Vittorio Murino, Kate Saenko


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Universal Domain Adaptation through Self Supervision

Mar 10, 2020
Kuniaki Saito, Donghyun Kim, Stan Sclaroff, Kate Saenko


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Disrupting Deepfakes: Adversarial Attacks Against Conditional Image Translation Networks and Facial Manipulation Systems

Mar 06, 2020
Nataniel Ruiz, Sarah Adel Bargal, Stan Sclaroff


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Disrupting DeepFakes: Adversarial Attacks Against Conditional Image Translation Networks and Facial Manipulation Systems

Mar 03, 2020
Nataniel Ruiz, Stan Sclaroff


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Multi-Task Learning from Videos via Efficient Inter-Frame Attention

Feb 18, 2020
Donghyun Kim, Tian Lan, Chuhang Zou, Ning Xu, Bryan A. Plummer, Stan Sclaroff, Jayan Eledath, Gerard Medioni


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Leveraging Affect Transfer Learning for Behavior Prediction in an Intelligent Tutoring System

Feb 12, 2020
Nataniel Ruiz, Mona Jalal, Vitaly Ablavsky, Danielle Allessio, John Magee, Jacob Whitehill, Ivon Arroyo, Beverly Woolf, Stan Sclaroff, Margrit Betke


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DMCL: Distillation Multiple Choice Learning for Multimodal Action Recognition

Dec 23, 2019
Nuno C. Garcia, Sarah Adel Bargal, Vitaly Ablavsky, Pietro Morerio, Vittorio Murino, Stan Sclaroff


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Robust Visual Object Tracking with Natural Language Region Proposal Network

Dec 04, 2019
Qi Feng, Vitaly Ablavsky, Qinxun Bai, Stan Sclaroff


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MULE: Multimodal Universal Language Embedding

Sep 08, 2019
Donghyun Kim, Kuniaki Saito, Kate Saenko, Stan Sclaroff, Bryan A. Plummer

* 13 pages 

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Language Features Matter: Effective Language Representations for Vision-Language Tasks

Aug 17, 2019
Andrea Burns, Reuben Tan, Kate Saenko, Stan Sclaroff, Bryan A. Plummer

* ICCV 2019 accepted paper 

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Tell Me What to Track

Aug 05, 2019
Qi Feng, Vitaly Ablavsky, Qinxun Bai, Guorong Li, Stan Sclaroff


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Weakly-supervised Compositional FeatureAggregation for Few-shot Recognition

Jun 11, 2019
Ping Hu, Ximeng Sun, Kate Saenko, Stan Sclaroff


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Multi-way Encoding for Robustness

Jun 05, 2019
Donghyun Kim, Sarah Adel Bargal, Jianming Zhang, Stan Sclaroff


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Semi-supervised Domain Adaptation via Minimax Entropy

Apr 16, 2019
Kuniaki Saito, Donghyun Kim, Stan Sclaroff, Trevor Darrell, Kate Saenko


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Guided Zoom: Questioning Network Evidence for Fine-grained Classification

Dec 06, 2018
Sarah Adel Bargal, Andrea Zunino, Vitali Petsiuk, Jianming Zhang, Kate Saenko, Vittorio Murino, Stan Sclaroff


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Open-vocabulary Phrase Detection

Nov 17, 2018
Bryan A. Plummer, Kevin J. Shih, Yichen Li, Ke Xu, Svetlana Lazebnik, Stan Sclaroff, Kate Saenko


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Learning Where to Fixate on Foveated Images

Nov 16, 2018
Hanxiao Wang, Venkatesh Saligrama, Stan Sclaroff, Vitaly Ablavsky


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Hashing as Tie-Aware Learning to Rank

Oct 09, 2018
Kun He, Fatih Cakir, Sarah Adel Bargal, Stan Sclaroff

* 15 pages, 3 figures. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018 

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Multilevel Language and Vision Integration for Text-to-Clip Retrieval

Sep 27, 2018
Huijuan Xu, Kun He, Bryan A. Plummer, Leonid Sigal, Stan Sclaroff, Kate Saenko


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Hashing with Binary Matrix Pursuit

Aug 06, 2018
Fatih Cakir, Kun He, Stan Sclaroff

* 23 pages, 4 figures. In Proceedings of European Conference on Computer Vision (ECCV), 2018 

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Hashing with Mutual Information

Jun 25, 2018
Fatih Cakir, Kun He, Sarah Adel Bargal, Stan Sclaroff


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