Contrastive Classification and Representation Learning with
Probabilistic Interpretation

Contrastive Classification and Representation Learning with Probabilistic Interpretation

7 November 2022

Papers citing "Contrastive Classification and Representation Learning with Probabilistic Interpretation"

13 / 13 papers shown

Title
The Hitchhiker's Guide to Prior-Shift Adaptation Tomas Sipka Milan Šulc Jirí Matas VLM 22 16 0 22 Jun 2021
Exploring Simple Siamese Representation Learning Xinlei Chen Kaiming He SSL 247 4,036 0 20 Nov 2020
Hard Negative Mixing for Contrastive Learning Yannis Kalantidis Mert Bulent Sariyildiz Noé Pion Philippe Weinzaepfel Diane Larlus SSL 120 643 0 02 Oct 2020
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments Mathilde Caron Ishan Misra Julien Mairal Priya Goyal Piotr Bojanowski Armand Joulin OCL SSL 215 4,070 0 17 Jun 2020
Bootstrap your own latent: A new approach to self-supervised Learning Jean-Bastien Grill Florian Strub Florent Altché Corentin Tallec Pierre Harvey Richemond ... M. G. Azar Bilal Piot Koray Kavukcuoglu Rémi Munos Michal Valko SSL 339 6,773 0 13 Jun 2020
Prototypical Contrastive Learning of Unsupervised Representations Junnan Li Pan Zhou Caiming Xiong Guosheng Lin SSL DRL 132 971 0 11 May 2020
Supervised Contrastive Learning Prannay Khosla Piotr Teterwak Chen Wang Aaron Sarna Yonglong Tian Phillip Isola Aaron Maschinot Ce Liu Dilip Krishnan SSL 141 4,532 0 23 Apr 2020
A unifying mutual information view of metric learning: cross-entropy vs. pairwise losses Malik Boudiaf Jérôme Rony Imtiaz Masud Ziko Eric Granger M. Pedersoli Pablo Piantanida Ismail Ben Ayed SSL 75 159 0 19 Mar 2020
Circle Loss: A Unified Perspective of Pair Similarity Optimization Yifan Sun Changmao Cheng Yuhan Zhang Chi Zhang Liang Zheng Zhongdao Wang Yichen Wei 83 857 0 25 Feb 2020
Momentum Contrast for Unsupervised Visual Representation Learning Kaiming He Haoqi Fan Yuxin Wu Saining Xie Ross B. Girshick SSL 171 12,065 0 13 Nov 2019
Smooth Loss Functions for Deep Top-k Classification Leonard Berrada Andrew Zisserman M. P. Kumar 46 118 0 21 Feb 2018
The Relative Performance of Ensemble Methods with Deep Convolutional Neural Networks for Image Classification Cheng Ju Aurélien F. Bibaut Mark van der Laan UQCV 67 360 0 05 Apr 2017
No Fuss Distance Metric Learning using Proxies Yair Movshovitz-Attias Alexander Toshev Thomas Leung Sergey Ioffe Saurabh Singh 83 640 0 21 Mar 2017