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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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Floyd-Warshall Reinforcement Learning: Learning from Past Experiences to Reach New Goals

Oct 04, 2018
Vikas Dhiman, Shurjo Banerjee, Jeffrey M. Siskind, Jason J. Corso


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Weakly-Supervised Video Object Grounding from Text by Loss Weighting and Object Interaction

Jul 20, 2018
Luowei Zhou, Nathan Louis, Jason J. Corso

* 16 pages including Appendix 

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