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Statistical applications of contrastive learning

Statistical applications of contrastive learning

29 April 2022
Michael U. Gutmann
Steven Kleinegesse
Benjamin Rhodes
ArXiv (abs)PDFHTML

Papers citing "Statistical applications of contrastive learning"

4 / 4 papers shown
Title
SoftCVI: Contrastive variational inference with self-generated soft labels
SoftCVI: Contrastive variational inference with self-generated soft labels
Daniel Ward
Mark Beaumont
Matteo Fasiolo
BDL
593
1
0
22 Jul 2024
A Simplified Framework for Contrastive Learning for Node Representations
A Simplified Framework for Contrastive Learning for Node RepresentationsAsilomar Conference on Signals, Systems and Computers (ACSSC), 2023
Ilgee Hong
Huy Tran
Claire Donnat
SSL
174
3
0
01 May 2023
Optimizing the Noise in Self-Supervised Learning: from Importance
  Sampling to Noise-Contrastive Estimation
Optimizing the Noise in Self-Supervised Learning: from Importance Sampling to Noise-Contrastive Estimation
O. Chehab
Alexandre Gramfort
Aapo Hyvarinen
SSL
200
3
0
23 Jan 2023
Contrastive Neural Ratio Estimation for Simulation-based Inference
Contrastive Neural Ratio Estimation for Simulation-based Inference
Benjamin Kurt Miller
Christoph Weniger
Patrick Forré
313
15
0
11 Oct 2022
1