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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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Self-supervised Segmentation via Background Inpainting


Nov 11, 2020
Isinsu Katircioglu, Helge Rhodin, Victor Constantin, Jörg Spörri, Mathieu Salzmann, Pascal Fua

* arXiv admin note: text overlap with arXiv:1907.08051 

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Better Patch Stitching for Parametric Surface Reconstruction


Oct 14, 2020
Zhantao Deng, Jan Bednařík, Mathieu Salzmann, Pascal Fua

* Accepted to 3DV 2020 

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Motion Prediction Using Temporal Inception Module


Oct 06, 2020
Tim Lebailly, Sena Kiciroglu, Mathieu Salzmann, Pascal Fua, Wei Wang

* 16 pages, 4 figures. To appear in the proceedings of the 15th Asian Conference on Computer Vision, ACCV 2020 

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Promoting Connectivity of Network-Like Structures by Enforcing Region Separation


Sep 15, 2020
Doruk Oner, Mateusz Koziński, Leonardo Citraro, Nathan C. Dadap, Alexandra G. Konings, Pascal Fua


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GarNet++: Improving Fast and Accurate Static3D Cloth Draping by Curvature Loss


Jul 20, 2020
Erhan Gundogdu, Victor Constantin, Shaifali Parashar, Amrollah Seifoddini, Minh Dang, Mathieu Salzmann, Pascal Fua

* Accepted to be published in IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), July 2020. arXiv admin note: text overlap with arXiv:1811.10983 

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TopoAL: An Adversarial Learning Approach for Topology-Aware Road Segmentation


Jul 17, 2020
Subeesh Vasu, Mateusz Kozinski, Leonardo Citraro, Pascal Fua


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DISK: Learning local features with policy gradient


Jun 24, 2020
Michał J. Tyszkiewicz, Pascal Fua, Eduard Trulls


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UCLID-Net: Single View Reconstruction in Object Space


Jun 16, 2020
Benoit Guillard, Edoardo Remelli, Pascal Fua

* Added supplementary material 

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MeshSDF: Differentiable Iso-Surface Extraction


Jun 06, 2020
Edoardo Remelli, Artem Lukoianov, Stephan R. Richter, Benoît Guillard, Timur Bagautdinov, Pierre Baque, Pascal Fua

* 11 pages, 5 figures, submitted to NeurIPS 2020 

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