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Temperature as Uncertainty in Contrastive Learning

Temperature as Uncertainty in Contrastive Learning

8 October 2021
Oliver Zhang
Mike Wu
Jasmine Bayrooti
Noah D. Goodman
    UQCV
ArXivPDFHTML

Papers citing "Temperature as Uncertainty in Contrastive Learning"

7 / 7 papers shown
Title
Adaptive Multi-head Contrastive Learning
Adaptive Multi-head Contrastive Learning
Lei Wang
Piotr Koniusz
Tom Gedeon
Liang Zheng
30
4
0
09 Oct 2023
Multi-Similarity Contrastive Learning
Multi-Similarity Contrastive Learning
Emily Mu
John Guttag
Maggie Makar
SSL
30
2
0
06 Jul 2023
Quantifying Representation Reliability in Self-Supervised Learning
  Models
Quantifying Representation Reliability in Self-Supervised Learning Models
Young-Jin Park
Hao Wang
Shervin Ardeshir
Navid Azizan
SSL
UQCV
21
3
0
31 May 2023
Learning to Scale Temperature in Masked Self-Attention for Image
  Inpainting
Learning to Scale Temperature in Masked Self-Attention for Image Inpainting
Xiang Zhou
Yuan Zeng
Yi Gong
35
2
0
13 Feb 2023
Establishing a stronger baseline for lightweight contrastive models
Establishing a stronger baseline for lightweight contrastive models
Wenye Lin
Yifeng Ding
Zhixiong Cao
Haitao Zheng
25
2
0
14 Dec 2022
Improved Baselines with Momentum Contrastive Learning
Improved Baselines with Momentum Contrastive Learning
Xinlei Chen
Haoqi Fan
Ross B. Girshick
Kaiming He
SSL
267
3,371
0
09 Mar 2020
Dropout as a Bayesian Approximation: Representing Model Uncertainty in
  Deep Learning
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning
Y. Gal
Zoubin Ghahramani
UQCV
BDL
285
9,136
0
06 Jun 2015
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