J. Corso

Most-cited papers

Towards Automatic Learning of Procedures From Web Instructional Videos
Luowei Zhou, Chen-Liang Xu, J. Corso
2017AAAI Conference on Artificial Intelligence1,117 citations Open access
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Unified Vision-Language Pre-Training for Image Captioning and VQA
Luowei Zhou, Hamid Palangi, Lei Zhang, Houdong Hu +2 more
2019AAAI Conference on Artificial Intelligence1,086 citations Open access
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End-to-End Dense Video Captioning with Masked Transformer
Luowei Zhou, Yingbo Zhou, J. Corso, R. Socher +1 more
20182018 IEEE/CVF Conference on Computer Vision and Pattern Recognition613 citations Open access
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Jointly Modeling Deep Video and Compositional Text to Bridge Vision and Language in a Unified Framework
Ran Xu, Caiming Xiong, Wei Chen, J. Corso
2015AAAI Conference on Artificial Intelligence328 citations Open access
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Multi-Channel Attention Selection GAN With Cascaded Semantic Guidance for Cross-View Image Translation
Hao Tang, Dan Xu, N. Sebe, Yan-Zhi Wang +2 more
2019Computer Vision and Pattern Recognition239 citations Open access
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Detection and Localization of Robotic Tools in Robot-Assisted Surgery Videos Using Deep Neural Networks for Region Proposal and Detection
Duygu Sarikaya, J. Corso, K. Guru
2017IEEE Transactions on Medical Imaging228 citations Open access
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Grounded Video Description
Luowei Zhou, Yannis Kalantidis, Xinlei Chen, J. Corso +1 more
2018Computer Vision and Pattern Recognition209 citations
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TASED-Net: Temporally-Aggregating Spatial Encoder-Decoder Network for Video Saliency Detection
Kyle Min, J. Corso
2019IEEE International Conference on Computer Vision203 citations Open access
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Can humans fly? Action understanding with multiple classes of actors
Chen-Liang Xu, Shao-Hang Hsieh, Caiming Xiong, J. Corso
2015Computer Vision and Pattern Recognition130 citations
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Adversarial Background-Aware Loss for Weakly-supervised Temporal Activity Localization
Kyle Min, J. Corso
2020European Conference on Computer Vision115 citations Open access
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Weakly-Supervised Video Object Grounding from Text by Loss Weighting and Object Interaction
Luowei Zhou, Nathan Louis, J. Corso
2018British Machine Vision Conference108 citations
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Watch What You Just Said: Image Captioning with Text-Conditional Attention
Luowei Zhou, Chen-Liang Xu, Parker A. Koch, J. Corso
2016ACM Multimedia85 citations
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Human action segmentation with hierarchical supervoxel consistency
Jiasen Lu, Ran Xu, J. Corso
2015Computer Vision and Pattern Recognition71 citations
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Integrating Human Gaze into Attention for Egocentric Activity Recognition
Kyle Min, J. Corso
2020IEEE Workshop/Winter Conference on Applications of Computer Vision69 citations Open access
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Action Detection by Implicit Intentional Motion Clustering
Wei Chen, J. Corso
2015IEEE International Conference on Computer Vision56 citations
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Iterative Vision-and-Language Navigation
Jacob Krantz, Shurjo Banerjee, Wang Bill Zhu, J. Corso +3 more
2022Computer Vision and Pattern Recognition53 citations
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Weakly Supervised Actor-Action Segmentation via Robust Multi-task Ranking
Yan Yan, Chen-Liang Xu, Dawen Cai, J. Corso
2017Computer Vision and Pattern Recognition51 citations
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Multi-Channel Attention Selection GANs for Guided Image-to-Image Translation
Hao Tang, Dan Xu, Yan Yan, J. Corso +2 more
2020IEEE Transactions on Pattern Analysis and Machine Intelligence49 citations Open access
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The RobotSlang Benchmark: Dialog-guided Robot Localization and Navigation
Shurjo Banerjee, Jesse Thomason, J. Corso
2020Conference on Robot Learning48 citations
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BubbleNets: Learning to Select the Guidance Frame in Video Object Segmentation by Deep Sorting Frames
Brent A. Griffin, J. Corso
2019Computer Vision and Pattern Recognition45 citations Open access
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LIBSVX: A Supervoxel Library and Benchmark for Early Video Processing
Chen-Liang Xu, J. Corso
2015International Journal of Computer Vision45 citations Open access
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Image Caption Generation with Text-Conditional Semantic Attention
Luowei Zhou, Chen-Liang Xu, Parker A. Koch, J. Corso
2016arXiv.org44 citations
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Actor-Action Semantic Segmentation with Grouping Process Models
Chen-Liang Xu, J. Corso
2015Computer Vision and Pattern Recognition43 citations Open access
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A Critical Investigation of Deep Reinforcement Learning for Navigation
Vikas Dhiman, Shurjo Banerjee, Brent A. Griffin, J. Siskind +1 more
2018arXiv.org37 citations
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Cross-View Exocentric to Egocentric Video Synthesis
Gao-Wen Liu, Hao Tang, Hugo Latapie, J. Corso +1 more
2021ACM Multimedia36 citations Open access
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Predicting Future Lane Changes of Other Highway Vehicles using RNN-based Deep Models
Sajan Patel, Brent A. Griffin, K. Kusano, J. Corso
2018arXiv.org34 citations
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Depth from Camera Motion and Object Detection
Brent A. Griffin, J. Corso
2021Computer Vision and Pattern Recognition32 citations Open access
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A Temporally-Aware Interpolation Network for Video Frame Inpainting
R. Szeto, Ximeng Sun, Kun-Yi Lu, J. Corso
2018IEEE Transactions on Pattern Analysis and Machine Intelligence32 citations Open access
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A Continuous Occlusion Model for Road Scene Understanding
Vikas Dhiman, Quoc-Huy Tran, J. Corso, Manmohan Chandraker
2016Computer Vision and Pattern Recognition32 citations
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Dancelets Mining for Video Recommendation Based on Dance Styles
Ting-Ting Han, Hong-Xun Yao, Chen-Liang Xu, Xiao-Shuai Sun +2 more
2017IEEE transactions on multimedia31 citations
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Video Object Segmentation-based Visual Servo Control and Object Depth Estimation on a Mobile Robot
Brent A. Griffin, V. Florence, J. Corso
2019IEEE Workshop/Winter Conference on Applications of Computer Vision29 citations Open access
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Attribute-Guided Sketch Generation
Hao Tang, Xinya Chen, Wei Wang, Dan Xu +3 more
2019IEEE International Conference on Automatic Face & Gesture Recognition23 citations Open access
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Popup: reconstructing 3D video using particle filtering to aggregate crowd responses
Jean Y. Song, Stephan J. Lemmer, Michael Xieyang Liu, Shiyan Yan +3 more
2019International Conference on Intelligent User Interfaces22 citations
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Joint Surgical Gesture and Task Classification with Multi-Task and Multimodal Learning
Duygu Sarikaya, K. Guru, J. Corso
2018arXiv.org22 citations
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Click Here: Human-Localized Keypoints as Guidance for Viewpoint Estimation
R. Szeto, J. Corso
2017IEEE International Conference on Computer Vision21 citations Open access
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Video Analysis for Body-worn Cameras in Law Enforcement
J. Corso, Alexandre Alahi, K. Grauman, Gregory Hager +3 more
2016arXiv.org20 citations
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Tukey-Inspired Video Object Segmentation
Brent A. Griffin, J. Corso
2018IEEE Workshop/Winter Conference on Applications of Computer Vision19 citations Open access
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The DEVIL is in the Details: A Diagnostic Evaluation Benchmark for Video Inpainting
R. Szeto, J. Corso
2021Computer Vision and Pattern Recognition18 citations Open access
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MINT: Deep Network Compression via Mutual Information-based Neuron Trimming
M. Ganesh, J. Corso, S. Sekeh
2020International Conference on Pattern Recognition18 citations Open access
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Novel Object Viewpoint Estimation Through Reconstruction Alignment
Mohamed El Banani, J. Corso, David F. Fouhey
2020Computer Vision and Pattern Recognition16 citations Open access
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Floyd-Warshall Reinforcement Learning: Learning from Past Experiences to Reach New Goals
Vikas Dhiman, Shurjo Banerjee, J. Siskind, J. Corso
201816 citations
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Slimming Neural Networks Using Adaptive Connectivity Scores
M. Ganesh, Dawsin Blanchard, J. Corso, S. Sekeh
2020IEEE Transactions on Neural Networks and Learning Systems15 citations Open access
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ProcNets: Learning to Segment Procedures in Untrimmed and Unconstrained Videos
Luowei Zhou, Chen-Liang Xu, J. Corso
2017arXiv.org15 citations
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Temporally guided articulated hand pose tracking in surgical videos
Nathan Louis, Luowei Zhou, S. Yule, R. Dias +4 more
2021International Journal of Computer Assisted Radiology and Surgery12 citations Open access
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Robot-Supervised Learning for Object Segmentation
V. Florence, J. Corso, Brent A. Griffin
2019IEEE International Conference on Robotics and Automation11 citations Open access
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Dynamic Graph Modules for Modeling Object-Object Interactions in Activity Recognition
Hao Huang, Luowei Zhou, Wei Zhang, J. Corso +1 more
2018British Machine Vision Conference11 citations
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HyperCon: Image-To-Video Model Transfer for Video-To-Video Translation Tasks
R. Szeto, Mostafa El-Khamy, Jungwon Lee, J. Corso
2019IEEE Workshop/Winter Conference on Applications of Computer Vision10 citations Open access
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Rethinking Curriculum Learning with Incremental Labels and Adaptive Compensation
M. Ganesh, J. Corso
2019British Machine Vision Conference10 citations Open access
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Active Clustering with Model-Based Uncertainty Reduction.
Caiming Xiong, David M. Johnson, J. Corso
2017IEEE Transactions on Pattern Analysis and Machine Intelligence10 citations
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Learning to Estimate External Forces of Human Motion in Video
Nathan Louis, J. Corso, Tylan N. Templin, Travis D. Eliason +1 more
2022ACM Multimedia9 citations Open access
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