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


Jun 08, 2020
Zheng Dang, Fei Wang, Mathieu Salzmann

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* 11 pages 

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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

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* 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

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* 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 Süsstrunk

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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

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* 14 pages 

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