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Referring Transformer: A One-step Approach to Multi-task Visual Grounding


Jun 06, 2021
Muchen Li, Leonid Sigal


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Segmentation-grounded Scene Graph Generation


Apr 29, 2021
Siddhesh Khandelwal, Mohammed Suhail, Leonid Sigal

* 11 pages, 3 figures, 4 tables 

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Weakly-supervised Audio-visual Sound Source Detection and Separation


Mar 25, 2021
Tanzila Rahman, Leonid Sigal

* IEEE International Conference on Multimedia and Expo (ICME) 2021 
* 4 figures, 6 pages 

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Energy-Based Learning for Scene Graph Generation


Mar 03, 2021
Mohammed Suhail, Abhay Mittal, Behjat Siddiquie, Chris Broaddus, Jayan Eledath, Gerard Medioni, Leonid Sigal


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An Improved Attention for Visual Question Answering


Nov 07, 2020
Tanzila Rahman, Shih-Han Chou, Leonid Sigal, Giuseppe Carenini

* 8 pages 

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Person-in-Context Synthesiswith Compositional Structural Space


Aug 28, 2020
Weidong Yin, Ziwei Liu, Leonid Sigal


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Attribute-guided image generation from layout


Aug 27, 2020
Ke Ma, Bo Zhao, Leonid Sigal

* BMVC 2020 

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Discriminative Feature Alignment: Improving Transferability of Unsupervised Domain Adaptation by Gaussian-guided Latent Alignment


Jul 16, 2020
Jing Wang, Jiahong Chen, Jianzhe Lin, Leonid Sigal, Clarence W. de Silva

* 15 pages, 12 figures 

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Unsupervised Video Decomposition using Spatio-temporal Iterative Inference


Jun 25, 2020
Polina Zablotskaia, Edoardo A. Dominici, Leonid Sigal, Andreas M. Lehrmann


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Discriminative Feature Alignment: ImprovingTransferability of Unsupervised DomainAdaptation by Gaussian-guided LatentAlignment


Jun 23, 2020
Jing Wang, Jiahong Chen, Jianzhe Lin, Leonid Sigal, Clarence W. de Silva

* 12 pages, 12 figures 

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Weakly-supervised Any-shot Object Detection


Jun 12, 2020
Siddhesh Khandelwal, Raghav Goyal, Leonid Sigal

* 19 Pages, 8 Figures, 8 Tables 

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Consistent Multiple Sequence Decoding


Apr 15, 2020
Bicheng Xu, Leonid Sigal


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Variational Hyper RNN for Sequence Modeling


Feb 24, 2020
Ruizhi Deng, Yanshuai Cao, Bo Chang, Leonid Sigal, Greg Mori, Marcus A. Brubaker


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Front2Back: Single View 3D Shape Reconstruction via Front to Back Prediction


Jan 31, 2020
Yuan Yao, Nico Schertler, Enrique Rosales, Helge Rhodin, Leonid Sigal, Alla Sheffer


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Improved Few-Shot Visual Classification


Dec 12, 2019
Peyman Bateni, Raghav Goyal, Vaden Masrani, Frank Wood, Leonid Sigal


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Zero-Shot Generation of Human-Object Interaction Videos


Dec 09, 2019
Megha Nawhal, Mengyao Zhai, Andreas Lehrmann, Leonid Sigal

* Project Page: https://www.sfu.ca/~mnawhal/projects/zs_hoi_generation.html 

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OptiBox: Breaking the Limits of Proposals for Visual Grounding


Nov 29, 2019
Zicong Fan, Si Yi Meng, Leonid Sigal, James J. Little


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Watch, Listen and Tell: Multi-modal Weakly Supervised Dense Event Captioning


Oct 25, 2019
Tanzila Rahman, Bicheng Xu, Leonid Sigal

* ICCV2019 

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DwNet: Dense warp-based network for pose-guided human video generation


Oct 21, 2019
Polina Zablotskaia, Aliaksandr Siarohin, Bo Zhao, Leonid Sigal

* Accepted to BMVC 2019 

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LayoutVAE: Stochastic Scene Layout Generation From a Label Set


Aug 13, 2019
Akash Abdu Jyothi, Thibaut Durand, Jiawei He, Leonid Sigal, Greg Mori

* 20 pages, 24 figures, accepted in ICCV 2019 

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LayoutVAE: Stochastic Scene Layout Generation from a Label Set


Jul 24, 2019
Akash Abdu Jyothi, Thibaut Durand, Jiawei He, Leonid Sigal, Greg Mori

* 10 pages, 6 figures, accepted in ICCV 2019 

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AttentionRNN: A Structured Spatial Attention Mechanism


May 22, 2019
Siddhesh Khandelwal, Leonid Sigal


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A Variational Auto-Encoder Model for Stochastic Point Processes


Apr 05, 2019
Nazanin Mehrasa, Akash Abdu Jyothi, Thibaut Durand, Jiawei He, Leonid Sigal, Greg Mori

* CVPR 19 

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Neural Sequential Phrase Grounding (SeqGROUND)


Mar 18, 2019
Pelin Dogan, Leonid Sigal, Markus Gross

* Accepted at CVPR 2019 

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