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Depth from Camera Motion and Object Detection


Mar 02, 2021
Brent A. Griffin, Jason J. Corso

* CVPR 2021 

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Temporally Guided Articulated Hand Pose Tracking in Surgical Videos


Jan 12, 2021
Nathan Louis, Luowei Zhou, Steven J. Yule, Roger D. Dias, Milisa Manojlovich, Francis D. Pagani, Donald S. Likosky, Jason J. Corso

* 10 pages 

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Integrating Human Gaze into Attention for Egocentric Activity Recognition


Nov 08, 2020
Kyle Min, Jason J. Corso

* WACV 2021 camera ready (Supplementary material: on CVF soon) 

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The RobotSlang Benchmark: Dialog-guided Robot Localization and Navigation


Oct 23, 2020
Shurjo Banerjee, Jesse Thomason, Jason J. Corso

* Conference on Robot Learning 2020 

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DAER to Reject Seeds with Dual-loss Additional Error Regression


Sep 16, 2020
Stephan J. Lemmer, Jason J. Corso

* 10 pages, 6 figures 

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Detection and Localization of Robotic Tools in Robot-Assisted Surgery Videos Using Deep Neural Networks for Region Proposal and Detection


Jul 29, 2020
Duygu Sarikaya, Jason J. Corso, Khurshid A. Guru

* IEEE Transactions on Medical Imaging 36 (2017) 1542-1549 

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Adversarial Background-Aware Loss for Weakly-supervised Temporal Activity Localization


Jul 13, 2020
Kyle Min, Jason J. Corso

* ECCV 2020 camera ready (Supplementary material: on ECVA soon) 

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Learning Object Depth from Camera Motion and Video Object Segmentation


Jul 11, 2020
Brent A. Griffin, Jason J. Corso


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Slimming Neural Networks using Adaptive Connectivity Scores


Jun 26, 2020
Madan Ravi Ganesh, Dawsin Blanchard, Jason J. Corso, Salimeh Yasaei Sekeh

* 22 pages 

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Novel Object Viewpoint Estimation through Reconstruction Alignment


Jun 05, 2020
Mohamed El Banani, Jason J. Corso, David F. Fouhey

* To appear at CVPR 2020. Project page: https://mbanani.github.io/novelviewpoints/ 

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MINT: Deep Network Compression via Mutual Information-based Neuron Trimming


Mar 18, 2020
Madan Ravi Ganesh, Jason J. Corso, Salimeh Yasaei Sekeh

* 12 pages 

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Multi-Channel Attention Selection GANs for Guided Image-to-Image Translation


Feb 03, 2020
Hao Tang, Dan Xu, Yan Yan, Jason J. Corso, Philip H. S. Torr, Nicu Sebe

* An extended version of a paper published in CVPR2019. arXiv admin note: substantial text overlap with arXiv:1904.06807 

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Rethinking Curriculum Learning with Incremental Labels and Adaptive Compensation


Jan 13, 2020
Madan Ravi Ganesh, Jason J. Corso

* 8 pages 

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HyperCon: Image-To-Video Model Transfer for Video-To-Video Translation Tasks


Dec 10, 2019
Ryan Szeto, Mostafa El-Khamy, Jungwon Lee, Jason J. Corso


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Unified Vision-Language Pre-Training for Image Captioning and VQA


Oct 03, 2019
Luowei Zhou, Hamid Palangi, Lei Zhang, Houdong Hu, Jason J. Corso, Jianfeng Gao

* The code and the pre-trained models are available at https://github.com/LuoweiZhou/VLP 

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Geometric Online Adaptation: Graph-Based OSFS for Streaming Samples


Oct 02, 2019
Salimeh Yasaei Sekeh, Madan Ravi Ganesh, Shurjo Banerjee, Jason J. Corso, Alfred O. Hero

* 11 page, 6 figures, 4 tables 

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TASED-Net: Temporally-Aggregating Spatial Encoder-Decoder Network for Video Saliency Detection


Aug 15, 2019
Kyle Min, Jason J. Corso

* ICCV 2019 camera ready (Supplementary material: on CVF soon) 

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Multi-Channel Attention Selection GAN with Cascaded Semantic Guidance for Cross-View Image Translation


Apr 16, 2019
Hao Tang, Dan Xu, Nicu Sebe, Yanzhi Wang, Jason J. Corso, Yan Yan

* CVPR 2019 
* 20 pages, 16 figures, accepted to CVPR 2019 as an oral paper 

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Self-Supervised Robot In-hand Object Learning


Apr 02, 2019
Victoria Florence, Jason J. Corso, Brent Griffin


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BubbleNets: Learning to Select the Guidance Frame in Video Object Segmentation by Deep Sorting Frames


Mar 28, 2019
Brent A. Griffin, Jason J. Corso

* CVPR 2019 

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Video Object Segmentation-based Visual Servo Control and Object Depth Estimation on a Mobile Robot Platform


Mar 20, 2019
Brent Griffin, Victoria Florence, Jason J. Corso


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Attribute-Guided Sketch Generation


Jan 28, 2019
Hao Tang, Xinya Chen, Wei Wang, Dan Xu, Jason J. Corso, Nicu Sebe, Yan Yan

* 9 pages, 9 figures, accepted to FG 2019 

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Kinematically-Informed Interactive Perception: Robot-Generated 3D Models for Classification


Jan 17, 2019
Abhishek Venkataraman, Brent Griffin, Jason J. Corso


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Grounded Video Description


Dec 17, 2018
Luowei Zhou, Yannis Kalantidis, Xinlei Chen, Jason J. Corso, Marcus Rohrbach

* 19 pages including Appendix 

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Tukey-Inspired Video Object Segmentation


Nov 30, 2018
Brent A. Griffin, Jason J. Corso


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A Temporally-Aware Interpolation Network for Video Frame Inpainting


Nov 03, 2018
Ximeng Sun, Ryan Szeto, Jason J. Corso


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Adviser Networks: Learning What Question to Ask for Human-In-The-Loop Viewpoint Estimation


Oct 25, 2018
Mohamed El Banani, Jason J. Corso

* 15 pages, 3 figures. Updated Acknowledgment 

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M-PACT: An Open Source Platform for Repeatable Activity Classification Research


Oct 05, 2018
Eric Hofesmann, Madan Ravi Ganesh, Jason J. Corso


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