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A Hypergradient Approach to Robust Regression without Correspondence

30 November 2020

Papers citing "A Hypergradient Approach to Robust Regression without Correspondence"

26 / 26 papers shown

Title
MOT20: A benchmark for multi object tracking in crowded scenes Patrick Dendorfer Hamid Rezatofighi Anton Milan Javen Qinfeng Shi Daniel Cremers Ian Reid Stefan Roth Konrad Schindler Laura Leal-Taixé VOT 238 655 0 19 Mar 2020
Linear Regression without Correspondences via Concave Minimization Liangzu Peng M. Tsakiris 44 30 0 17 Mar 2020
Differentiable Top-k Operator with Optimal Transport Yujia Xie H. Dai Minshuo Chen Bo Dai T. Zhao H. Zha Wei Wei Tomas Pfister OT 58 27 0 16 Feb 2020
A Two-Stage Approach to Multivariate Linear Regression with Sparsely Mismatched Data M. Slawski E. Ben-David Ping Li 64 45 0 16 Jul 2019
How To Train Your Deep Multi-Object Tracker Yihong Xu Aljosa Osep Yutong Ban Radu Horaud Laura Leal-Taixe Xavier Alameda-Pineda VOT 94 192 0 15 Jun 2019
Convergence of Learning Dynamics in Stackelberg Games Tanner Fiez Benjamin J. Chasnov Lillian J. Ratliff 50 92 0 04 Jun 2019
Robust approximate linear regression without correspondence Amin Nejatbakhsh E. Varol 118 5 0 01 Jun 2019
Sliced Gromov-Wasserstein Titouan Vayer Rémi Flamary Romain Tavenard Laetitia Chapel Nicolas Courty OT 52 100 0 24 May 2019
Gromov-Wasserstein Learning for Graph Matching and Node Embedding Hongteng Xu Dixin Luo H. Zha Lawrence Carin 92 260 0 17 Jan 2019
An algebraic-geometric approach for linear regression without correspondences M. Tsakiris Liangzu Peng A. Conca L. Kneip Yuanming Shi Hayoung Choi 93 18 0 12 Oct 2018
Tracking by Animation: Unsupervised Learning of Multi-Object Attentive Trackers Zhen He Jian Li Daxue Liu Hangen He David Barber VOT 51 54 0 10 Sep 2018
Uncoupled isotonic regression via minimum Wasserstein deconvolution Philippe Rigollet Jonathan Niles-Weed 66 64 0 27 Jun 2018
Differential Properties of Sinkhorn Approximation for Learning with Wasserstein Distance Giulia Luise Alessandro Rudi Massimiliano Pontil C. Ciliberto OT 67 131 0 30 May 2018
Linear Regression with Sparsely Permuted Data M. Slawski E. Ben-David 87 73 0 16 Oct 2017
Linear regression without correspondence Daniel J. Hsu K. Shi Xiaorui Sun 82 82 0 19 May 2017
Linear Regression with Shuffled Labels Abubakar Abid Ada Poon James Zou 124 66 0 03 May 2017
Denoising Linear Models with Permuted Data A. Pananjady Martin J. Wainwright T. Courtade 105 73 0 24 Apr 2017
Signal Recovery from Unlabeled Samples Saeid Haghighatshoar Giuseppe Caire 97 52 0 30 Jan 2017
Performance Measures and a Data Set for Multi-Target, Multi-Camera Tracking Ergys Ristani Francesco Solera Roger S. Zou Rita Cucchiara Carlo Tomasi 88 2,616 0 06 Sep 2016
Linear Regression with an Unknown Permutation: Statistical and Computational Limits A. Pananjady Martin J. Wainwright T. Courtade 63 47 0 09 Aug 2016
Optimization Methods for Large-Scale Machine Learning Léon Bottou Frank E. Curtis J. Nocedal 246 3,224 0 15 Jun 2016
MOT16: A Benchmark for Multi-Object Tracking Anton Milan Laura Leal-Taixe Ian Reid Stefan Roth Konrad Schindler VOT 146 1,807 0 02 Mar 2016
Simple Online and Realtime Tracking Alex Bewley Zongyuan Ge Lionel Ott F. Ramos B. Upcroft VOT 86 3,102 0 02 Feb 2016
Random Multi-Constraint Projection: Stochastic Gradient Methods for Convex Optimization with Many Constraints Mengdi Wang Yichen Chen Jialin Liu Yuantao Gu 39 24 0 12 Nov 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 520 62,360 0 04 Jun 2015
Sinkhorn Distances: Lightspeed Computation of Optimal Transportation Distances Marco Cuturi OT 215 4,277 0 04 Jun 2013