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Temporally-Transferable Perturbations: Efficient, One-Shot Adversarial Attacks for Online Visual Object Trackers

Dec 30, 2020
Krishna Kanth Nakka, Mathieu Salzmann


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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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Probabilistic Tracklet Scoring and Inpainting for Multiple Object Tracking

Dec 10, 2020
Fatemeh Saleh, Sadegh Aliakbarian, Hamid Rezatofighi, Mathieu Salzmann, Stephen Gould


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

Dec 09, 2020
Isinsu Katircioglu, Helge Rhodin, J├Ârg Sp├Ârri, 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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3D Registration for Self-Occluded Objects in Context

Nov 23, 2020
Zheng Dang, Fei Wang, Mathieu Salzmann

* 8 pages 

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Self-supervised Segmentation via Background Inpainting

Nov 11, 2020
Isinsu Katircioglu, Helge Rhodin, Victor Constantin, J├Ârg Sp├Ârri, 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 Bedna┼Ö├şk, 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├╝sstrunk, 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├╝sstrunk


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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├╝sstrunk


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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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