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Learning to plan with uncertain topological maps

Jul 10, 2020
Edward Beeching, Jilles Dibangoye, Olivier Simonin, Christian Wolf

* ECCV 2020 

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Estimating semantic structure for the VQA answer space

Jun 10, 2020
Corentin Kervadec, Grigory Antipov, Moez Baccouche, Christian Wolf


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Roses Are Red, Violets Are Blue... but Should Vqa Expect Them To?

Jun 09, 2020
Corentin Kervadec, Grigory Antipov, Moez Baccouche, Christian Wolf


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EgoMap: Projective mapping and structured egocentric memory for Deep RL

Feb 07, 2020
Edward Beeching, Christian Wolf, Jilles Dibangoye, Olivier Simonin


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Weak Supervision helps Emergence of Word-Object Alignment and improves Vision-Language Tasks

Dec 06, 2019
Corentin Kervadec, Grigory Antipov, Moez Baccouche, Christian Wolf


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COPHY: Counterfactual Learning of Physical Dynamics

Sep 26, 2019
Fabien Baradel, Natalia Neverova, Julien Mille, Greg Mori, Christian Wolf

* 10 pages 

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DRLViz: Understanding Decisions and Memory in Deep Reinforcement Learning

Sep 06, 2019
Theo Jaunet, Romain Vuillemot, Christian Wolf

* 12 pages 

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Learning 3D Navigation Protocols on Touch Interfaces with Cooperative Multi-Agent Reinforcement Learning

Apr 16, 2019
Quentin Debard, Jilles Steeve Dibangoye, Stéphane Canu, Christian Wolf

* 17 pages, 8 figures. Submitted at The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2019 (ECMLPKDD 2019) 

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Deep Reinforcement Learning on a Budget: 3D Control and Reasoning Without a Supercomputer

Apr 03, 2019
Edward Beeching, Christian Wolf, Jilles Dibangoye, Olivier Simonin


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Object Level Visual Reasoning in Videos

Sep 20, 2018
Fabien Baradel, Natalia Neverova, Christian Wolf, Julien Mille, Greg Mori

* ECCV 2018 
* Accepted at ECCV 2018 - long version (16 pages + ref) 

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Glimpse Clouds: Human Activity Recognition from Unstructured Feature Points

Aug 21, 2018
Fabien Baradel, Christian Wolf, Julien Mille, Graham W. Taylor

* CVPR 2018 
* CVPR 2018 - project page: https://fabienbaradel.github.io/cvpr18_glimpseclouds/ 

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Learning to recognize touch gestures: recurrent vs. convolutional features and dynamic sampling

Feb 19, 2018
Quentin Debard, Christian Wolf, Stéphane Canu, Julien Arné

* 9 pages, 4 figures, accepted at the 13th IEEE Conference on Automatic Face and Gesture Recognition (FG2018). Dataset available at http://itekube7.itekube.com 

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Human Action Recognition: Pose-based Attention draws focus to Hands

Dec 20, 2017
Fabien Baradel, Christian Wolf, Julien Mille

* ICCV 2017 
* ICCV 2017 Workshop "Hands in action". arXiv admin note: text overlap with arXiv:1703.10106 

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Multi-view pose estimation with mixtures-of-parts and adaptive viewpoint selection

Sep 25, 2017
Emre Dogan, Gonen Eren, Christian Wolf, Eric Lombardi, Atilla Baskurt

* 8 pages, 7 figures, 4 tables. Second revision to the paper, as submitted to IET Computer Vision on September 24th 2017 

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Hand Pose Estimation through Semi-Supervised and Weakly-Supervised Learning

Sep 15, 2017
Natalia Neverova, Christian Wolf, Florian Nebout, Graham Taylor

* 13 pages, 10 figures, 4 tables 

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Pose-conditioned Spatio-Temporal Attention for Human Action Recognition

Aug 07, 2017
Fabien Baradel, Christian Wolf, Julien Mille

* 10 pages, project page: https://fabienbaradel.github.io/pose_rgb_attention_human_action 

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Residual Conv-Deconv Grid Network for Semantic Segmentation

Jul 26, 2017
Damien Fourure, RĂ©mi Emonet, Elisa Fromont, Damien Muselet, Alain Tremeau, Christian Wolf

* Accepted for publication at BMVC 2017 

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Full-Page Text Recognition: Learning Where to Start and When to Stop

Apr 27, 2017
Bastien Moysset, Christopher Kermorvant, Christian Wolf


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Learning to detect and localize many objects from few examples

Nov 17, 2016
Bastien Moysset, Christoper Kermorvant, Christian Wolf


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Learning Human Identity from Motion Patterns

Apr 21, 2016
Natalia Neverova, Christian Wolf, Griffin Lacey, Lex Fridman, Deepak Chandra, Brandon Barbello, Graham Taylor

* 10 pages, 6 figures, 2 tables 

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ModDrop: adaptive multi-modal gesture recognition

Jun 06, 2015
Natalia Neverova, Christian Wolf, Graham W. Taylor, Florian Nebout

* 14 pages, 7 figures 

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Activity recognition from videos with parallel hypergraph matching on GPUs

May 04, 2015
Eric Lombardi, Christian Wolf, Oya Celiktutan, BĂŒlent Sankur


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