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Simpler, Faster, Stronger: Breaking The log-K Curse On Contrastive
  Learners With FlatNCE

Simpler, Faster, Stronger: Breaking The log-K Curse On Contrastive Learners With FlatNCE

2 July 2021
Junya Chen
Zhe Gan
Xuan Li
Qing Guo
Liqun Chen
Shuyang Gao
Tagyoung Chung
Yi Xu
Belinda Zeng
Wenlian Lu
Fan Li
Lawrence Carin
Chenyang Tao
ArXivPDFHTML

Papers citing "Simpler, Faster, Stronger: Breaking The log-K Curse On Contrastive Learners With FlatNCE"

9 / 9 papers shown
Title
Variational Inference Failures Under Model Symmetries: Permutation
  Invariant Posteriors for Bayesian Neural Networks
Variational Inference Failures Under Model Symmetries: Permutation Invariant Posteriors for Bayesian Neural Networks
Yoav Gelberg
Tycho F. A. van der Ouderaa
Mark van der Wilk
Y. Gal
AAML
37
4
0
10 Aug 2024
RenyiCL: Contrastive Representation Learning with Skew Renyi Divergence
RenyiCL: Contrastive Representation Learning with Skew Renyi Divergence
Kyungmin Lee
Jinwoo Shin
SSL
DRL
29
10
0
12 Aug 2022
Exploring Patch-wise Semantic Relation for Contrastive Learning in
  Image-to-Image Translation Tasks
Exploring Patch-wise Semantic Relation for Contrastive Learning in Image-to-Image Translation Tasks
Chanyong Jung
Gihyun Kwon
Jong Chul Ye
24
84
0
03 Mar 2022
Multi-Level Contrastive Learning for Cross-Lingual Alignment
Multi-Level Contrastive Learning for Cross-Lingual Alignment
Beiduo Chen
Wu Guo
Bin Gu
Quan Liu
Yongchao Wang
18
5
0
26 Feb 2022
Provable Stochastic Optimization for Global Contrastive Learning: Small
  Batch Does Not Harm Performance
Provable Stochastic Optimization for Global Contrastive Learning: Small Batch Does Not Harm Performance
Zhuoning Yuan
Yuexin Wu
Zi-qi Qiu
Xianzhi Du
Lijun Zhang
Denny Zhou
Tianbao Yang
32
26
0
24 Feb 2022
CLOOB: Modern Hopfield Networks with InfoLOOB Outperform CLIP
CLOOB: Modern Hopfield Networks with InfoLOOB Outperform CLIP
Andreas Fürst
Elisabeth Rumetshofer
Johannes Lehner
Viet-Hung Tran
Fei Tang
...
David P. Kreil
Michael K Kopp
G. Klambauer
Angela Bitto-Nemling
Sepp Hochreiter
VLM
CLIP
201
102
0
21 Oct 2021
Scaling Up Visual and Vision-Language Representation Learning With Noisy
  Text Supervision
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision
Chao Jia
Yinfei Yang
Ye Xia
Yi-Ting Chen
Zarana Parekh
Hieu H. Pham
Quoc V. Le
Yun-hsuan Sung
Zhen Li
Tom Duerig
VLM
CLIP
298
3,693
0
11 Feb 2021
Contrastive Representation Learning: A Framework and Review
Contrastive Representation Learning: A Framework and Review
Phúc H. Lê Khắc
Graham Healy
A. Smeaton
SSL
AI4TS
164
684
0
10 Oct 2020
On Large-Batch Training for Deep Learning: Generalization Gap and Sharp
  Minima
On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima
N. Keskar
Dheevatsa Mudigere
J. Nocedal
M. Smelyanskiy
P. T. P. Tang
ODL
281
2,888
0
15 Sep 2016
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