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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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Auxiliary Task Reweighting for Minimum-data Learning

Oct 16, 2020
Baifeng Shi, Judy Hoffman, Kate Saenko, Trevor Darrell, Huijuan Xu

* NeurIPS 2020. Project page: https://sites.google.com/view/auxiliary-task-reweighting/home 

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Detecting Cross-Modal Inconsistency to Defend Against Neural Fake News

Sep 24, 2020
Reuben Tan, Bryan A. Plummer, Kate Saenko

* Accepted at EMNLP 2020 

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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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AR-Net: Adaptive Frame Resolution for Efficient Action Recognition

Jul 31, 2020
Yue Meng, Chung-Ching Lin, Rameswar Panda, Prasanna Sattigeri, Leonid Karlinsky, Aude Oliva, Kate Saenko, Rogerio Feris


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COCO-FUNIT: Few-Shot Unsupervised Image Translation with a Content Conditioned Style Encoder

Jul 29, 2020
Kuniaki Saito, Kate Saenko, Ming-Yu Liu

* The paper will be presented at the EUROPEAN Conference on Computer Vision (ECCV) 2020 

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Domain2Vec: Domain Embedding for Unsupervised Domain Adaptation

Jul 17, 2020
Xingchao Peng, Yichen Li, Kate Saenko

* ECCV 2020 paper 

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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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Shapeshifter Networks: Cross-layer Parameter Sharing for Scalable and Effective Deep Learning

Jun 18, 2020
Bryan A. Plummer, Nikoli Dryden, Julius Frost, Torsten Hoefler, Kate Saenko


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Black-box Explanation of Object Detectors via Saliency Maps

Jun 05, 2020
Vitali Petsiuk, Rajiv Jain, Varun Manjunatha, Vlad I. Morariu, Ashutosh Mehra, Vicente Ordonez, Kate Saenko


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Learning visual servo policies via planner cloning

May 24, 2020
Ulrich Viereck, Kate Saenko, Robert Platt


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Learning to Scale Multilingual Representations for Vision-Language Tasks

Apr 09, 2020
Andrea Burns, Donghyun Kim, Derry Wijaya, Kate Saenko, Bryan A. Plummer


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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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Revisiting Few-shot Activity Detection with Class Similarity Control

Mar 31, 2020
Huijuan Xu, Ximeng Sun, Eric Tzeng, Abir Das, Kate Saenko, Trevor Darrell


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Log-Likelihood Ratio Minimizing Flows: Towards Robust and Quantifiable Neural Distribution Alignment

Mar 26, 2020
Ben Usman, Nick Dufour, Avneesh Sud, Kate Saenko


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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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Federated Adversarial Domain Adaptation

Nov 05, 2019
Xingchao Peng, Zijun Huang, Yizhe Zhu, Kate Saenko


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Generalized Domain Adaptation with Covariate and Label Shift CO-ALignment

Oct 23, 2019
Shuhan Tan, Xingchao Peng, Kate Saenko

* 17 pages 

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wMAN: Weakly-supervised Moment Alignment Network for Text-based Video Segment Retrieval

Sep 27, 2019
Reuben Tan, Huijuan Xu, Kate Saenko, Bryan A. Plummer


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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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Learning Similarity Conditions Without Explicit Supervision

Aug 22, 2019
Reuben Tan, Mariya I. Vasileva, Kate Saenko, Bryan A. Plummer

* Accepted at ICCV 2019 

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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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Adversarial Self-Defense for Cycle-Consistent GANs

Aug 05, 2019
Dina Bashkirova, Ben Usman, Kate Saenko


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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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