Loss Function Entropy Regularization for Diverse Decision Boundaries

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Loss Function Entropy Regularization for Diverse Decision Boundaries

30 April 2022

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Papers citing "Loss Function Entropy Regularization for Diverse Decision Boundaries"

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Title
Debiased Contrastive Learning Ching-Yao Chuang Joshua Robinson Yen-Chen Lin Antonio Torralba Stefanie Jegelka SSL 76 566 0 01 Jul 2020
SCAN: Learning to Classify Images without Labels Wouter Van Gansbeke Simon Vandenhende Stamatios Georgoulis Marc Proesmans Luc Van Gool VLM SSL 111 540 0 25 May 2020
A Simple Framework for Contrastive Learning of Visual Representations Ting-Li Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton SSL 375 18,778 0 13 Feb 2020
Self-Supervised Learning of Pretext-Invariant Representations Ishan Misra Laurens van der Maaten SSL VLM 105 1,458 0 04 Dec 2019
Momentum Contrast for Unsupervised Visual Representation Learning Kaiming He Haoqi Fan Yuxin Wu Saining Xie Ross B. Girshick SSL 207 12,085 0 13 Nov 2019
Self-labelling via simultaneous clustering and representation learning Yuki M. Asano Christian Rupprecht Andrea Vedaldi SSL 123 777 0 13 Nov 2019
Unsupervised Pre-Training of Image Features on Non-Curated Data Mathilde Caron Piotr Bojanowski Julien Mairal Armand Joulin SSL 57 9 0 03 May 2019
Unsupervised Image Matching and Object Discovery as Optimization Huy V. Vo Francis R. Bach Minsu Cho Kai Han Yann LeCun P. Pérez Jean Ponce OCL 100 66 0 05 Apr 2019
A Simple Unified Framework for Detecting Out-of-Distribution Samples and Adversarial Attacks Kimin Lee Kibok Lee Honglak Lee Jinwoo Shin OODD 187 2,060 0 10 Jul 2018
Generative Probabilistic Novelty Detection with Adversarial Autoencoders Stanislav Pidhorskyi Ranya Almohsen Donald Adjeroh Gianfranco Doretto UQCV 45 322 0 06 Jul 2018
Spreading vectors for similarity search Alexandre Sablayrolles Matthijs Douze Cordelia Schmid Hervé Jégou MQ 108 118 0 08 Jun 2018
Learning Spread-out Local Feature Descriptors Xu-Yao Zhang Felix X. Yu Sanjiv Kumar Shih-Fu Chang 62 143 0 21 Aug 2017
SUBIC: A supervised, structured binary code for image search Himalaya Jain J. Zepeda P. Pérez Rémi Gribonval MQ 69 82 0 09 Aug 2017
Unsupervised Learning by Predicting Noise Piotr Bojanowski Armand Joulin OOD SSL 56 295 0 18 Apr 2017
Regularizing Neural Networks by Penalizing Confident Output Distributions Gabriel Pereyra George Tucker J. Chorowski Lukasz Kaiser Geoffrey E. Hinton NoLa 165 1,141 0 23 Jan 2017
Sinkhorn Distances: Lightspeed Computation of Optimal Transportation Distances Marco Cuturi OT 215 4,277 0 04 Jun 2013