A Framework For Contrastive Self-Supervised Learning And Designing A New Approach

31 August 2020

Papers citing "A Framework For Contrastive Self-Supervised Learning And Designing A New Approach"

14 / 64 papers shown

Title
Using Self-Supervised Auxiliary Tasks to Improve Fine-Grained Facial Representation Mahdi Pourmirzaei G. Montazer Farzaneh Esmaili CVBM 66 28 0 13 May 2021
A Framework using Contrastive Learning for Classification with Noisy Labels Madalina Ciortan R. Dupuis Thomas Peel VLM NoLa 47 12 0 19 Apr 2021
Self-supervised representation learning from 12-lead ECG data Temesgen Mehari Nils Strodthoff SSL 85 142 0 23 Mar 2021
OBoW: Online Bag-of-Visual-Words Generation for Self-Supervised Learning Spyros Gidaris Andrei Bursuc Gilles Puy N. Komodakis Matthieu Cord P. Pérez SSL 98 71 0 21 Dec 2020
Sequence-to-Sequence Contrastive Learning for Text Recognition Aviad Aberdam Ron Litman Shahar Tsiper Oron Anschel Ron Slossberg Shai Mazor R. Manmatha Pietro Perona 97 109 0 20 Dec 2020
Scaling Semantic Segmentation Beyond 1K Classes on a Single GPU Shipra Jain D. Pani Martin Danelljan Luc Van Gool VLM 120 12 0 14 Dec 2020
VoxSRC 2020: The Second VoxCeleb Speaker Recognition Challenge Arsha Nagrani Joon Son Chung Jaesung Huh Andrew Brown Ernesto Coto Weidi Xie Mitchell McLaren D. Reynolds Andrew Zisserman 71 74 0 12 Dec 2020
Graph Contrastive Learning with Adaptive Augmentation Yanqiao Zhu Yichen Xu Feng Yu Qiang Liu Shu Wu Liang Wang 131 1,120 0 27 Oct 2020
An iterative framework for self-supervised deep speaker representation learning Danwei Cai Weiqing Wang Ming Li SSL 67 37 0 25 Oct 2020
For self-supervised learning, Rationality implies generalization, provably Yamini Bansal Gal Kaplun Boaz Barak OOD SSL 117 22 0 16 Oct 2020
Hard Negative Mixing for Contrastive Learning Yannis Kalantidis Mert Bulent Sariyildiz Noé Pion Philippe Weinzaepfel Diane Larlus SSL 144 647 0 02 Oct 2020
Understanding Self-supervised Learning with Dual Deep Networks Yuandong Tian Lantao Yu Xinlei Chen Surya Ganguli SSL 84 80 0 01 Oct 2020
CSI: Novelty Detection via Contrastive Learning on Distributionally Shifted Instances Jihoon Tack Sangwoo Mo Jongheon Jeong Jinwoo Shin OODD 85 606 0 16 Jul 2020
CoLES: Contrastive Learning for Event Sequences with Self-Supervision Dmitrii Babaev Ivan Kireev Nikita Ovsov Maria Ivanova Gleb Gusev Ivan Nazarov Alexander Tuzhilin SSL AI4TS 58 27 0 19 Feb 2020