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2107.02495
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InfoNCE is variational inference in a recognition parameterised model
6 July 2021
Laurence Aitchison
Stoil Ganev
BDL
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Papers citing
"InfoNCE is variational inference in a recognition parameterised model"
6 / 6 papers shown
Understanding Self-supervised Contrastive Learning through Supervised Objectives
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294
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09 Jun 2025
Understanding the Role of Equivariance in Self-supervised Learning
Neural Information Processing Systems (NeurIPS), 2024
Yifei Wang
Kaiwen Hu
Sharut Gupta
Ziyu Ye
Yisen Wang
Stefanie Jegelka
SSL
442
7
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10 Nov 2024
Contrastive Factor Analysis
Zhibin Duan
Tiansheng Wen
Yifei Wang
Chen Zhu
Bo Chen
Mingyuan Zhou
450
2
0
31 Jul 2024
Inference via Interpolation: Contrastive Representations Provably Enable Planning and Inference
Benjamin Eysenbach
Vivek Myers
Ruslan Salakhutdinov
Sergey Levine
AI4TS
839
19
0
06 Mar 2024
Position: Bayesian Deep Learning is Needed in the Age of Large-Scale AI
Theodore Papamarkou
Maria Skoularidou
Konstantina Palla
Laurence Aitchison
Julyan Arbel
...
David Rügamer
Yee Whye Teh
Max Welling
Andrew Gordon Wilson
Ruqi Zhang
UQCV
BDL
485
63
0
01 Feb 2024
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