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The IKEA ASM Dataset: Understanding People Assembling Furniture through Actions, Objects and Pose

Jul 01, 2020
Yizhak Ben-Shabat, Xin Yu, Fatemeh Sadat Saleh, Dylan Campbell, Cristian Rodriguez-Opazo, Hongdong Li, Stephen Gould


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UC-Net: Uncertainty Inspired RGB-D Saliency Detection via Conditional Variational Autoencoders

Apr 13, 2020
Jing Zhang, Deng-Ping Fan, Yuchao Dai, Saeed Anwar, Fatemeh Sadat Saleh, Tong Zhang, Nick Barnes

* Accepted by IEEE CVPR 2020 (ORAL). Code: https://github.com/JingZhang617/UCNet 

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Sampling Good Latent Variables via CPP-VAEs: VAEs with Condition Posterior as Prior

Dec 18, 2019
Sadegh Aliakbarian, Fatemeh Sadat Saleh, Mathieu Salzmann, Lars Petersson, Stephen Gould


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Proposal-free Temporal Moment Localization of a Natural-Language Query in Video using Guided Attention

Aug 20, 2019
Cristian Rodriguez Opazo, Edison Marrese-Taylor, Fatemeh Sadat Saleh, Hongdong Li, Stephen Gould


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Learning Variations in Human Motion via Mix-and-Match Perturbation

Aug 02, 2019
Mohammad Sadegh Aliakbarian, Fatemeh Sadat Saleh, Mathieu Salzmann, Lars Petersson, Stephen Gould, Amirhossein Habibian


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VIENA2: A Driving Anticipation Dataset

Oct 29, 2018
Mohammad Sadegh Aliakbarian, Fatemeh Sadat Saleh, Mathieu Salzmann, Basura Fernando, Lars Petersson, Lars Andersson

* Accepted in ACCV 2018 

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Effective Use of Synthetic Data for Urban Scene Semantic Segmentation

Jul 16, 2018
Fatemeh Sadat Saleh, Mohammad Sadegh Aliakbarian, Mathieu Salzmann, Lars Petersson, Jose M. Alvarez

* Accepted in European Conference on Computer Vision (ECCV), 2018 

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Bringing Background into the Foreground: Making All Classes Equal in Weakly-supervised Video Semantic Segmentation

Aug 15, 2017
Fatemeh Sadat Saleh, Mohammad Sadegh Aliakbarian, Mathieu Salzmann, Lars Petersson, Jose M. Alvarez

* 11 pages, 4 figures, 7 tables, Accepted in ICCV 2017 

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Encouraging LSTMs to Anticipate Actions Very Early

Aug 14, 2017
Mohammad Sadegh Aliakbarian, Fatemeh Sadat Saleh, Mathieu Salzmann, Basura Fernando, Lars Petersson, Lars Andersson

* 13 Pages, 7 Figures, 11 Tables. Accepted in ICCV 2017. arXiv admin note: text overlap with arXiv:1611.05520 

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Incorporating Network Built-in Priors in Weakly-supervised Semantic Segmentation

Jun 06, 2017
Fatemeh Sadat Saleh, Mohammad Sadegh Aliakbarian, Mathieu Salzmann, Lars Petersson, Jose M. Alvarez, Stephen Gould

* 14 pages, 11 figures, 8 tables, Accepted in IEEE Transaction on Pattern Analysis and Machine Intelligence (IEEE TPAMI) 

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