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Mathieu Salzmann

CVLab EPFL Switzerland

Better Patch Stitching for Parametric Surface Reconstruction

Oct 14, 2020
Zhantao Deng, Jan BednaŇô√≠k, 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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Robust RGB-based 6-DoF Pose Estimation without Real Pose Annotations

Aug 19, 2020
Zhigang Li, Yinlin Hu, Mathieu Salzmann, Xiangyang Ji


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History Repeats Itself: Human Motion Prediction via Motion Attention

Jul 23, 2020
Wei Mao, Miaomiao Liu, Mathieu Salzmann

* Accepted by ECCV2020 

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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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Volumetric Transformer Networks

Jul 18, 2020
Seungryong Kim, Sabine S√ľsstrunk, Mathieu Salzmann

* ECCV 2020 

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Learning 3D-3D Correspondences for One-shot Partial-to-partial Registration

Jun 16, 2020
Zheng Dang, Fei Wang, Mathieu Salzmann

* 11 pages 

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On the Loss Landscape of Adversarial Training: Identifying Challenges and How to Overcome Them

Jun 15, 2020
Chen Liu, Mathieu Salzmann, Tao Lin, Ryota Tomioka, Sabine S√ľsstrunk


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Towards Robust Fine-grained Recognition by Maximal Separation of Discriminative Features

Jun 10, 2020
Krishna Kanth Nakka, Mathieu Salzmann


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ArTIST: Autoregressive Trajectory Inpainting and Scoring for Tracking

Apr 16, 2020
Fatemeh Saleh, Sadegh Aliakbarian, Mathieu Salzmann, Stephen Gould


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Eigendecomposition-Free Training of Deep Networks for Linear Least-Square Problems

Apr 15, 2020
Zheng Dang, Kwang Moo Yi, Yinlin Hu, Fei Wang, Pascal Fua, Mathieu Salzmann

* 16 pages, Accepted by TPAMI. arXiv admin note: substantial text overlap with arXiv:1803.08071 

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How to Train Your Super-Net: An Analysis of Training Heuristics in Weight-Sharing NAS

Mar 09, 2020
Kaicheng Yu, Rene Ranftl, Mathieu Salzmann


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ActiveMoCap: Optimized Drone Flight for Active Human Motion Capture

Dec 18, 2019
Sena Kiciroglu, Helge Rhodin, Sudipta Sinha, Mathieu Salzmann, Pascal Fua

* For associated video, see https://youtu.be/Dqv7ZJQi28o 

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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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On Certifying Robust Models by Polyhedral Envelope

Dec 10, 2019
Chen Liu, Mathieu Salzmann, Sabine S√ľsstrunk


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Indirect Local Attacks for Context-aware Semantic Segmentation Networks

Dec 02, 2019
Krishna Kanth Nakka, Mathieu Salzmann


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Using Depth for Pixel-Wise Detection of Adversarial Attacks in Crowd Counting

Nov 26, 2019
Weizhe Liu, Mathieu Salzmann, Pascal Fua


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Shape Reconstruction by Learning Differentiable Surface Representations

Nov 25, 2019
Jan Bednarik, Shaifali Parashar, Erhan Gundogdu, Mathieu Salzmann, Pascal Fua

* 14 pages 

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Estimating People Flows to Better Count them in Crowded Scenes

Nov 25, 2019
Weizhe Liu, Mathieu Salzmann, Pascal Fua


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Single-Stage 6D Object Pose Estimation

Nov 19, 2019
Yinlin Hu, Pascal Fua, Wei Wang, Mathieu Salzmann


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Field typing for improved recognition on heterogeneous handwritten forms

Sep 23, 2019
Ciprian Tomoiaga, Paul Feng, Mathieu Salzmann, Patrick Jayet


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Learning Trajectory Dependencies for Human Motion Prediction

Aug 16, 2019
Wei Mao, Miaomiao Liu, Mathieu Salzmann, Hongdong Li

* Accepted by ICCV2019(Oral) 

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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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Self-supervised Training of Proposal-based Segmentation via Background Prediction

Jul 18, 2019
Isinsu Katircioglu, Helge Rhodin, Victor Constantin, Jörg Spörri, Mathieu Salzmann, Pascal Fua


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Backpropagation-Friendly Eigendecomposition

Jun 27, 2019
Wei Wang, Zheng Dang, Yinlin Hu, Pascal Fua, Mathieu Salzmann


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Recurrent U-Net for Resource-Constrained Segmentation

Jun 11, 2019
Wei Wang, Kaicheng Yu, Joachim Hugonot, Pascal Fua, Mathieu Salzmann

* arXiv admin note: substantial text overlap with arXiv:1811.10914 

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Detecting the Unexpected via Image Resynthesis

Apr 17, 2019
Krzysztof Lis, Krishna Nakka, Pascal Fua, Mathieu Salzmann


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Neural Scene Decomposition for Multi-Person Motion Capture

Mar 13, 2019
Helge Rhodin, Victor Constantin, Isinsu Katircioglu, Mathieu Salzmann, Pascal Fua

* CVPR 2019 

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Overcoming Multi-Model Forgetting

Mar 02, 2019
Yassine Benyahia, Kaicheng Yu, Kamil Bennani-Smires, Martin Jaggi, Anthony Davison, Mathieu Salzmann, Claudiu Musat


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