MT-SLVR: Multi-Task Self-Supervised Learning for Transformation
In(Variant) Representations

MT-SLVR: Multi-Task Self-Supervised Learning for Transformation In(Variant) Representations

29 May 2023

Timothy M. Hospedales

Mehrdad Yaghoobi

Papers citing "MT-SLVR: Multi-Task Self-Supervised Learning for Transformation In(Variant) Representations"

13 / 13 papers shown

Title
Self-supervised Learning for Acoustic Few-Shot Classification Jingyong Liang Bernd Meyer Isaac Ning Lee Thanh-Toan Do SSL 85 0 0 15 Sep 2024
Why Do Self-Supervised Models Transfer? Investigating the Impact of Invariance on Downstream Tasks Linus Ericsson Henry Gouk Timothy M. Hospedales SSL 34 15 0 22 Nov 2021
Improving Transferability of Representations via Augmentation-Aware Self-Supervision Hankook Lee Kibok Lee Kimin Lee Honglak Lee Jinwoo Shin SSL 52 53 0 18 Nov 2021
Self-Supervised Representation Learning: Introduction, Advances and Challenges Linus Ericsson Henry Gouk Chen Change Loy Timothy M. Hospedales SSL OOD AI4TS 62 277 0 18 Oct 2021
Barlow Twins: Self-Supervised Learning via Redundancy Reduction Jure Zbontar Li Jing Ishan Misra Yann LeCun Stéphane Deny SSL 260 2,337 0 04 Mar 2021
Exploring Simple Siamese Representation Learning Xinlei Chen Kaiming He SSL 227 4,036 0 20 Nov 2020
Contrastive Learning of General-Purpose Audio Representations Aaqib Saeed David Grangier Neil Zeghidour VLM SSL 60 268 0 21 Oct 2020
wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations Alexei Baevski Henry Zhou Abdel-rahman Mohamed Michael Auli SSL 215 5,767 0 20 Jun 2020
Momentum Contrast for Unsupervised Visual Representation Learning Kaiming He Haoqi Fan Yuxin Wu Saining Xie Ross B. Girshick SSL 149 12,050 0 13 Nov 2019
General-purpose Tagging of Freesound Audio with AudioSet Labels: Task Description, Dataset, and Baseline Eduardo Fonseca Manoj Plakal F. Font D. Ellis Xavier Favory Jordi Pons Xavier Serra 65 148 0 26 Jul 2018
Do Better ImageNet Models Transfer Better? Simon Kornblith Jonathon Shlens Quoc V. Le OOD MLT 146 1,323 0 23 May 2018
Unsupervised Representation Learning by Predicting Image Rotations Spyros Gidaris Praveer Singh N. Komodakis OOD SSL DRL 223 3,282 0 21 Mar 2018
Learning multiple visual domains with residual adapters Sylvestre-Alvise Rebuffi Hakan Bilen Andrea Vedaldi OOD 122 931 0 22 May 2017