Amortised Invariance Learning for Contrastive Self-Supervision

Amortised Invariance Learning for Contrastive Self-Supervision

24 February 2023

Ruchika Chavhan

Mehrdad Yaghoobi

Timothy M. Hospedales

Papers citing "Amortised Invariance Learning for Contrastive Self-Supervision"

10 / 10 papers shown

Title
Beyond [cls]: Exploring the true potential of Masked Image Modeling representations Marcin Przewiȩźlikowski Randall Balestriero Wojciech Jasiński Marek 'Smieja Bartosz Zieliñski 69 0 0 04 Dec 2024
Learning and Leveraging World Models in Visual Representation Learning Q. Garrido Mahmoud Assran Nicolas Ballas Adrien Bardes Laurent Najman Yann LeCun SSL 46 24 0 01 Mar 2024
Learning Conditional Invariances through Non-Commutativity Abhra Chaudhuri Serban Georgescu Anjan Dutta 52 0 0 18 Feb 2024
No Representation Rules Them All in Category Discovery S. Vaze Andrea Vedaldi Andrew Zisserman OOD 34 31 0 28 Nov 2023
Augmentation-aware Self-supervised Learning with Conditioned Projector Marcin Przewike'zlikowski Mateusz Pyla Bartosz Zieliñski Bartlomiej Twardowski Jacek Tabor Marek Śmieja SSL 37 2 0 31 May 2023
MT-SLVR: Multi-Task Self-Supervised Learning for Transformation In(Variant) Representations Calum Heggan Timothy M. Hospedales S. Budgett Mehrdad Yaghoobi SSL 25 5 0 29 May 2023
Meta Omnium: A Benchmark for General-Purpose Learning-to-Learn Ondrej Bohdal Yinbing Tian Yongshuo Zong Ruchika Chavhan Da Li H. Gouk Li Guo Timothy M. Hospedales 35 5 0 12 May 2023
On the Limitations of General Purpose Domain Generalisation Methods H. Gouk Ondrej Bohdal Da Li Timothy M. Hospedales 18 10 0 01 Feb 2022
CLAR: Contrastive Learning of Auditory Representations Haider Al-Tahan Y. Mohsenzadeh SSL 118 56 0 19 Oct 2020
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 267 3,369 0 09 Mar 2020