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Overcoming the Domain Gap in Neural Action Representations


Dec 02, 2021
Semih Günel, Florian Aymanns, Sina Honari, Pavan Ramdya, Pascal Fua


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Dyadic Human Motion Prediction


Dec 01, 2021
Isinsu Katircioglu, Costa Georgantas, Mathieu Salzmann, Pascal Fua


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Overcoming the Domain Gap in Contrastive Learning of Neural Action Representations


Nov 29, 2021
Semih Günel, Florian Aymanns, Sina Honari, Pavan Ramdya, Pascal Fua

* Accepted into NeurIPS 2021 Workshop: Self-Supervised Learning - Theory and Practice 

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MeshUDF: Fast and Differentiable Meshing of Unsigned Distance Field Networks


Nov 29, 2021
Benoit Guillard, Federico Stella, Pascal Fua


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Learning to Align Sequential Actions in the Wild


Nov 17, 2021
Weizhe Liu, Bugra Tekin, Huseyin Coskun, Vibhav Vineet, Pascal Fua, Marc Pollefeys


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Temporally-Consistent Surface Reconstruction using Metrically-Consistent Atlases


Nov 12, 2021
Jan Bednarik, Noam Aigerman, Vladimir G. Kim, Siddhartha Chaudhuri, Shaifali Parashar, Mathieu Salzmann, Pascal Fua

* 21 pages. arXiv admin note: substantial text overlap with arXiv:2104.06950 

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3D Reconstruction of Curvilinear Structures with Stereo Matching DeepConvolutional Neural Networks


Oct 14, 2021
Okan Altingövde, Anastasiia Mishchuk, Gulnaz Ganeeva, Emad Oveisi, Cecile Hebert, Pascal Fua


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Localized Persistent Homologies for more Effective Deep Learning


Oct 12, 2021
Doruk Oner, Adélie Garin, Mateusz Koziński, Kathryn Hess, Pascal Fua


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DEBOSH: Deep Bayesian Shape Optimization


Sep 28, 2021
Nikita Durasov, Artem Lukoyanov, Jonathan Donier, Pascal Fua


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HybridSDF: Combining Free Form Shapes and Geometric Primitives for effective Shape Manipulation


Sep 24, 2021
Subeesh Vasu, Nicolas Talabot, Artem Lukoianov, Pierre Baque, Jonathan Donier, Pascal Fua


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DeepMesh: Differentiable Iso-Surface Extraction


Jun 20, 2021
Benoit Guillard, Edoardo Remelli, Artem Lukoianov, Stephan Richter, Timur Bagautdinov, Pierre Baque, Pascal Fua

* arXiv admin note: substantial text overlap with arXiv:2006.03997 

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Weakly Supervised Volumetric Image Segmentation with Deformed Templates


Jun 07, 2021
Udaranga Wickramasinghe, Pascal Fua

* 13 Pages 

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SegmentMeIfYouCan: A Benchmark for Anomaly Segmentation


Apr 30, 2021
Robin Chan, Krzysztof Lis, Svenja Uhlemeyer, Hermann Blum, Sina Honari, Roland Siegwart, Mathieu Salzmann, Pascal Fua, Matthias Rottmann

* 10 pages, 13 figures, website http://www.segmentmeifyoucan.com/ 

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Domain Adaptation for Semantic Segmentation via Patch-Wise Contrastive Learning


Apr 22, 2021
Weizhe Liu, David Ferstl, Samuel Schulter, Lukas Zebedin, Pascal Fua, Christian Leistner


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Temporally-Coherent Surface Reconstruction via Metric-Consistent Atlases


Apr 14, 2021
Jan Bednarik, Vladimir G. Kim, Siddhartha Chaudhuri, Shaifali Parashar, Mathieu Salzmann, Pascal Fua, Noam Aigerman

* 16 pages 

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Robust Differentiable SVD


Apr 08, 2021
Wei Wang, Zheng Dang, Yinlin Hu, Pascal Fua, Mathieu Salzmann

* IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2021 
* IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) PREPRINT 2021 

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Sketch2Mesh: Reconstructing and Editing 3D Shapes from Sketches


Apr 01, 2021
Benoit Guillard, Edoardo Remelli, Pierre Yvernay, Pascal Fua


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Wide-Depth-Range 6D Object Pose Estimation in Space


Apr 01, 2021
Yinlin Hu, Sebastien Speierer, Wenzel Jakob, Pascal Fua, Mathieu Salzmann

* CVPR 2021 

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Leveraging Self-Supervision for Cross-Domain Crowd Counting


Mar 30, 2021
Weizhe Liu, Nikita Durasov, Pascal Fua


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Leveraging Spatial and Photometric Context for Calibrated Non-Lambertian Photometric Stereo


Mar 22, 2021
David Honzátko, Engin Türetken, Pascal Fua, L. Andrea Dunbar

* Submitted to ICCV 2021 

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Detecting Road Obstacles by Erasing Them


Dec 25, 2020
Krzysztof Lis, Sina Honari, Pascal Fua, Mathieu Salzmann


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Unsupervised Domain Adaptation with Temporal-Consistent Self-Training for 3D Hand-Object Joint Reconstruction


Dec 21, 2020
Mengshi Qi, Edoardo Remelli, Mathieu Salzmann, Pascal Fua

* In submission 

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Masksembles for Uncertainty Estimation


Dec 15, 2020
Nikita Durasov, Timur Bagautdinov, Pierre Baque, Pascal Fua


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Self-supervised Human Detection and Segmentation via Multi-view Consensus


Dec 09, 2020
Isinsu Katircioglu, Helge Rhodin, Jörg Spörri, Mathieu Salzmann, Pascal Fua


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Long Term Motion Prediction Using Keyposes


Dec 08, 2020
Sena Kiciroglu, Wei Wang, Mathieu Salzmann, Pascal Fua

* See supplementary video at: https://youtu.be/GNSrwdl80GI 

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Unsupervised Learning on Monocular Videos for 3D Human Pose Estimation


Dec 02, 2020
Sina Honari, Victor Constantin, Helge Rhodin, Mathieu Salzmann, Pascal Fua


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Counting People by Estimating People Flows


Dec 01, 2020
Weizhe Liu, Mathieu Salzmann, Pascal Fua

* Extension of Our ECCV 2020 Paper: arXiv:1911.10782 

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PCLs: Geometry-aware Neural Reconstruction of 3D Pose with Perspective Crop Layers


Nov 27, 2020
Frank Yu, Mathieu Salzmann, Pascal Fua, Helge Rhodin


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A Closed-Form Solution to Local Non-Rigid Structure-from-Motion


Nov 23, 2020
Shaifali Parashar, Yuxuan Long, Mathieu Salzmann, Pascal Fua


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Deep Active Surface Models


Nov 20, 2020
Udaranga Wickramasinghe, Graham Knott, Pascal Fua

* 10 pages, 7 figures, 6 tables 

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