Towards Democratizing Joint-Embedding Self-Supervised Learning

Towards Democratizing Joint-Embedding Self-Supervised Learning

3 March 2023

Randall Balestriero

Pascal Vincent

Papers citing "Towards Democratizing Joint-Embedding Self-Supervised Learning"

18 / 18 papers shown

Title
Multiview Scene Graph Juexiao Zhang Gao Zhu Sihang Li Xinhao Liu Haorui Song Xinran Tang Chen Feng 3DV 18 1 0 15 Oct 2024
Virchow2: Scaling Self-Supervised Mixed Magnification Models in Pathology Eric Zimmermann Eugene Vorontsov Julian Viret Adam Casson Michal Zelechowski ... Razik Yousfi Thomas J. Fuchs Nicolò Fusi Siqi Liu Kristen Severson MedIm 31 29 0 01 Aug 2024
Mixing Natural and Synthetic Images for Robust Self-Supervised Representations Reza Akbarian Bafghi Nidhin Harilal C. Monteleoni M. Raissi DiffM 33 0 0 18 Jun 2024
DailyMAE: Towards Pretraining Masked Autoencoders in One Day Jiantao Wu Shentong Mo Sara Atito Zhenhua Feng Josef Kittler Muhammad Awais 35 3 0 31 Mar 2024
Intra-video Positive Pairs in Self-Supervised Learning for Ultrasound Blake Vanberlo Alexander Wong Jesse Hoey R. Arntfield 38 2 0 12 Mar 2024
Disentangling Linear Mode-Connectivity Gul Sena Altintas Gregor Bachmann Lorenzo Noci Thomas Hofmann 23 6 0 15 Dec 2023
Large-scale Training of Foundation Models for Wearable Biosignals Salar Abbaspourazad Oussama Elachqar Andrew C. Miller S. Emrani Udhyakumar Nallasamy Ian Shapiro 23 30 0 08 Dec 2023
Caregiver Talk Shapes Toddler Vision: A Computational Study of Dyadic Play Timothy Schaumlöffel A. Aubret Gemma Roig Jochen Triesch 26 2 0 07 Dec 2023
On The Fairness Impacts of Hardware Selection in Machine Learning Sree Harsha Nelaturu Nishaanth Kanna Ravichandran Cuong Tran Sara Hooker Ferdinando Fioretto 45 2 0 06 Dec 2023
Random Field Augmentations for Self-Supervised Representation Learning Philip Mansfield Arash Afkanpour Warren Morningstar Karan Singhal OOD 20 2 0 07 Nov 2023
Training Dynamics of Deep Network Linear Regions Ahmed Imtiaz Humayun Randall Balestriero Richard Baraniuk 28 3 0 19 Oct 2023
Learning Beyond Similarities: Incorporating Dissimilarities between Positive Pairs in Self-Supervised Time Series Learning A. Atienza J. Bardram S. Puthusserypady AI4TS 15 0 0 14 Sep 2023
Do SSL Models Have Déjà Vu? A Case of Unintended Memorization in Self-supervised Learning Casey Meehan Florian Bordes Pascal Vincent Kamalika Chaudhuri Chuan Guo 32 18 0 26 Apr 2023
A Cookbook of Self-Supervised Learning Randall Balestriero Mark Ibrahim Vlad Sobal Ari S. Morcos Shashank Shekhar ... Pierre Fernandez Amir Bar Hamed Pirsiavash Yann LeCun Micah Goldblum SyDa FedML SSL 44 273 0 24 Apr 2023
Self-Supervised Multimodal Learning: A Survey Yongshuo Zong Oisin Mac Aodha Timothy M. Hospedales SSL 19 43 0 31 Mar 2023
Guillotine Regularization: Why removing layers is needed to improve generalization in Self-Supervised Learning Florian Bordes Randall Balestriero Q. Garrido Adrien Bardes Pascal Vincent 22 22 0 27 Jun 2022
With a Little Help from My Friends: Nearest-Neighbor Contrastive Learning of Visual Representations Debidatta Dwibedi Y. Aytar Jonathan Tompson P. Sermanet Andrew Zisserman SSL 188 452 0 29 Apr 2021
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 296 39,194 0 01 Sep 2014