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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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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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A New Meta-Baseline for Few-Shot Learning


Apr 01, 2020
Yinbo Chen, Xiaolong Wang, Zhuang Liu, Huijuan Xu, Trevor Darrell

* Code: https://github.com/cyvius96/few-shot-meta-baseline 

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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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Weakly-Supervised Action Localization with Expectation-Maximization Multi-Instance Learning


Mar 31, 2020
Zhekun Luo, Devin Guillory, Baifeng Shi, Wei Ke, Fang Wan, Trevor Darrell, Huijuan Xu


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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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Something-Else: Compositional Action Recognition with Spatial-Temporal Interaction Networks


Dec 20, 2019
Joanna Materzynska, Tete Xiao, Roei Herzig, Huijuan Xu, Xiaolong Wang, Trevor Darrell


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Learning Canonical Representations for Scene Graph to Image Generation


Dec 16, 2019
Roei Herzig, Amir Bar, Huijuan Xu, Gal Chechik, Trevor Darrell, Amir Globerson


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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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Multi-user Resource Control with Deep Reinforcement Learning in IoT Edge Computing


Jun 19, 2019
Lei Lei, Huijuan Xu, Xiong Xiong, Kan Zheng, Wei Xiang, Xianbin Wang


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Two-Stream Region Convolutional 3D Network for Temporal Activity Detection


Jun 05, 2019
Huijuan Xu, Abir Das, Kate Saenko

* Published in TPAMI. arXiv admin note: substantial text overlap with arXiv:1703.07814, 1710.08011 

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Similarity R-C3D for Few-shot Temporal Activity Detection


Dec 25, 2018
Huijuan Xu, Bingyi Kang, Ximeng Sun, Jiashi Feng, Kate Saenko, Trevor Darrell


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Classifying Collisions with Spatio-Temporal Action Graph Networks


Dec 04, 2018
Roei Herzig, Elad Levi, Huijuan Xu, Eli Brosh, Amir Globerson, Trevor Darrell


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A Two-Stream Variational Adversarial Network for Video Generation


Dec 03, 2018
Ximeng Sun, Huijuan Xu, Kate Saenko


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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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Joint Event Detection and Description in Continuous Video Streams


Apr 13, 2018
Huijuan Xu, Boyang Li, Vasili Ramanishka, Leonid Sigal, Kate Saenko


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Contextual Multi-Scale Region Convolutional 3D Network for Activity Detection


Jan 28, 2018
Yancheng Bai, Huijuan Xu, Kate Saenko, Bernard Ghanem

* 10 pages, 3 figures 

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R-C3D: Region Convolutional 3D Network for Temporal Activity Detection


Aug 04, 2017
Huijuan Xu, Abir Das, Kate Saenko

* Proceedings of the International Conference on Computer Vision (ICCV), 2017 
* ICCV 2017 Camera Ready Version 

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Ask, Attend and Answer: Exploring Question-Guided Spatial Attention for Visual Question Answering


Mar 19, 2016
Huijuan Xu, Kate Saenko

* include test-standard result on VQA full release (V1.0) dataset 

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A Multi-scale Multiple Instance Video Description Network


Mar 19, 2016
Huijuan Xu, Subhashini Venugopalan, Vasili Ramanishka, Marcus Rohrbach, Kate Saenko

* ICCV15 workshop on Closing the Loop Between Vision and Language 

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Translating Videos to Natural Language Using Deep Recurrent Neural Networks


Apr 30, 2015
Subhashini Venugopalan, Huijuan Xu, Jeff Donahue, Marcus Rohrbach, Raymond Mooney, Kate Saenko

* NAACL-HLT 2015 camera ready 

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