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1906.00910
Cited By
Learning Representations by Maximizing Mutual Information Across Views
3 June 2019
Philip Bachman
R. Devon Hjelm
William Buchwalter
SSL
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Papers citing
"Learning Representations by Maximizing Mutual Information Across Views"
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Title
CLAWS: Contrastive Learning with hard Attention and Weak Supervision
Jansel Herrera-Gerena
Ramakrishnan Sundareswaran
John Just
Matthew J. Darr
Ali Jannesari
SSL
43
2
0
01 Dec 2021
PreViTS: Contrastive Pretraining with Video Tracking Supervision
Brian Chen
Ramprasaath R. Selvaraju
Shih-Fu Chang
Juan Carlos Niebles
Nikhil Naik
ViT
30
2
0
01 Dec 2021
Semantic-Aware Generation for Self-Supervised Visual Representation Learning
Yunjie Tian
Lingxi Xie
Xiaopeng Zhang
Jiemin Fang
Haohang Xu
Wei Huang
Jianbin Jiao
Qi Tian
QiXiang Ye
SSL
GAN
36
16
0
25 Nov 2021
Self-Distilled Self-Supervised Representation Learning
J. Jang
Seonhoon Kim
Kiyoon Yoo
Chaerin Kong
Jang-Hyun Kim
Nojun Kwak
SSL
25
14
0
25 Nov 2021
PeCo: Perceptual Codebook for BERT Pre-training of Vision Transformers
Xiaoyi Dong
Jianmin Bao
Ting Zhang
Dongdong Chen
Weiming Zhang
Lu Yuan
Dong Chen
Fang Wen
Nenghai Yu
Baining Guo
ViT
42
238
0
24 Nov 2021
SPCL: A New Framework for Domain Adaptive Semantic Segmentation via Semantic Prototype-based Contrastive Learning
Binhui Xie
Kejia Yin
Shuang Li
23
11
0
24 Nov 2021
DAPPER: Label-Free Performance Estimation after Personalization for Heterogeneous Mobile Sensing
Taesik Gong
Yewon Kim
Adiba Orzikulova
Yunxin Liu
Sung Ju Hwang
Jinwoo Shin
Sung-Ju Lee
13
8
0
22 Nov 2021
Self-Supervised Class Incremental Learning
Zixuan Ni
Siliang Tang
Yueting Zhuang
CLL
23
6
0
18 Nov 2021
Contrastive Representation Learning with Trainable Augmentation Channel
Masanori Koyama
Kentaro Minami
Takeru Miyato
Y. Gal
16
1
0
15 Nov 2021
Multimodal Generalized Zero Shot Learning for Gleason Grading using Self-Supervised Learning
Dwarikanath Mahapatra
MedIm
27
5
0
15 Nov 2021
Implicit Deep Adaptive Design: Policy-Based Experimental Design without Likelihoods
Desi R. Ivanova
Adam Foster
Steven Kleinegesse
Michael U. Gutmann
Tom Rainforth
OffRL
13
46
0
03 Nov 2021
Recent Advancements in Self-Supervised Paradigms for Visual Feature Representation
Mrinal Anand
Aditya Garg
SSL
26
2
0
03 Nov 2021
Meta-Learning to Improve Pre-Training
Aniruddh Raghu
Jonathan Lorraine
Simon Kornblith
Matthew B. A. McDermott
David Duvenaud
19
30
0
02 Nov 2021
Multi network InfoMax: A pre-training method involving graph convolutional networks
Usman Mahmood
Z. Fu
Vince D. Calhoun
Sergey Plis
AI4CE
4
1
0
01 Nov 2021
Towards the Generalization of Contrastive Self-Supervised Learning
Weiran Huang
Mingyang Yi
Xuyang Zhao
Zihao Jiang
SSL
21
106
0
01 Nov 2021
Latent Structure Mining with Contrastive Modality Fusion for Multimedia Recommendation
Jinghao Zhang
Yanqiao Zhu
Qiang Liu
Mengqi Zhang
Shu Wu
Liang Wang
22
34
0
01 Nov 2021
Residual Relaxation for Multi-view Representation Learning
Yifei Wang
Zhengyang Geng
Feng Jiang
Chuming Li
Yisen Wang
Jiansheng Yang
Zhouchen Lin
14
39
0
28 Oct 2021
Self-Supervised Learning Disentangled Group Representation as Feature
Tan Wang
Zhongqi Yue
Jianqiang Huang
Qianru Sun
Hanwang Zhang
OOD
36
67
0
28 Oct 2021
Self-supervised EEG Representation Learning for Automatic Sleep Staging
Chaoqi Yang
MSc Cao Xiao
PhD M Brandon Westover
PhD Jimeng Sun
SSL
46
21
0
27 Oct 2021
Image Quality Assessment using Contrastive Learning
Pavan C. Madhusudana
N. Birkbeck
Yilin Wang
Balu Adsumilli
A. Bovik
SSL
16
163
0
25 Oct 2021
Contrastive Learning for Neural Topic Model
Thong Nguyen
A. Luu
26
56
0
25 Oct 2021
MUSE: Feature Self-Distillation with Mutual Information and Self-Information
Yunpeng Gong
Ye Yu
Gaurav Mittal
Greg Mori
Mei Chen
SSL
28
2
0
25 Oct 2021
Contrastive Neural Processes for Self-Supervised Learning
Konstantinos Kallidromitis
Denis A. Gudovskiy
Kozuka Kazuki
Ohama Iku
Luca Rigazio
SSL
AI4TS
38
10
0
24 Oct 2021
Contrastively Disentangled Sequential Variational Autoencoder
M. Kiener
Weiran Wang
Michael Gerndt
CoGe
DRL
27
40
0
22 Oct 2021
Is High Variance Unavoidable in RL? A Case Study in Continuous Control
Johan Bjorck
Carla P. Gomes
Kilian Q. Weinberger
62
23
0
21 Oct 2021
Graph Partner Neural Networks for Semi-Supervised Learning on Graphs
Langzhang Liang
Cuiyun Gao
Shiyi Chen
Shishi Duan
Y. Pan
Junjin Zheng
Lei Wang
Zenglin Xu
33
0
0
18 Oct 2021
Towards Demystifying Representation Learning with Non-contrastive Self-supervision
Xiang Wang
Xinlei Chen
S. Du
Yuandong Tian
SSL
21
26
0
11 Oct 2021
Digging Into Self-Supervised Learning of Feature Descriptors
Iaroslav Melekhov
Zakaria Laskar
Xiaotian Li
Shuzhe Wang
Arno Solin
SSL
32
8
0
10 Oct 2021
Vector-quantized Image Modeling with Improved VQGAN
Jiahui Yu
Xin Li
Jing Yu Koh
Han Zhang
Ruoming Pang
James Qin
Alexander Ku
Yuanzhong Xu
Jason Baldridge
Yonghui Wu
ViT
VLM
DRL
49
480
0
09 Oct 2021
Temperature as Uncertainty in Contrastive Learning
Oliver Zhang
Mike Wu
Jasmine Bayrooti
Noah D. Goodman
UQCV
20
30
0
08 Oct 2021
Social Recommendation with Self-Supervised Metagraph Informax Network
Xiaoling Long
Chao Huang
Yong-mei Xu
Huance Xu
Peng Dai
Lianghao Xia
Liefeng Bo
50
86
0
08 Oct 2021
Pre-training Molecular Graph Representation with 3D Geometry
Shengchao Liu
Hanchen Wang
Weiyang Liu
Joan Lasenby
Hongyu Guo
Jian Tang
126
302
0
07 Oct 2021
InfoSeg: Unsupervised Semantic Image Segmentation with Mutual Information Maximization
Robert Harb
Patrick Knobelreiter
SSL
41
22
0
07 Oct 2021
ActiveMatch: End-to-end Semi-supervised Active Representation Learning
Xinkai Yuan
Zilinghan Li
Gaoang Wang
CLL
21
6
0
06 Oct 2021
Spatial Ensemble: a Novel Model Smoothing Mechanism for Student-Teacher Framework
Tengteng Huang
Yifan Sun
Xun Wang
Haotian Yao
Chi Zhang
20
3
0
04 Oct 2021
Adaptive Multi-layer Contrastive Graph Neural Networks
S. Shi
Pengfei Xie
Xu Luo
Kai Qiao
Linyuan Wang
Jian Chen
B. Yan
OOD
19
5
0
29 Sep 2021
Modelling Neighbor Relation in Joint Space-Time Graph for Video Correspondence Learning
Zixu Zhao
Yueming Jin
Pheng-Ann Heng
SSL
37
21
0
28 Sep 2021
Compressive Visual Representations
Kuang-Huei Lee
Anurag Arnab
S. Guadarrama
John F. Canny
Ian S. Fischer
SSL
65
48
0
27 Sep 2021
Cluster Analysis with Deep Embeddings and Contrastive Learning
Ramakrishnan Sundareswaran
Jansel Herrera-Gerena
John Just
Ali Janessari
SSL
DRL
35
4
0
26 Sep 2021
Self-Supervised Video Representation Learning by Video Incoherence Detection
Haozhi Cao
Yuecong Xu
Jianfei Yang
K. Mao
Lihua Xie
Jianxiong Yin
Simon See
SSL
18
6
0
26 Sep 2021
POAR: Efficient Policy Optimization via Online Abstract State Representation Learning
Zhaorun Chen
Siqi Fan
Yuan Tan
Liang Gong
Binhao Chen
Te Sun
David Filliat
Natalia Díaz Rodríguez
Chengliang Liu
OffRL
30
0
0
17 Sep 2021
Self-supervised Contrastive Learning for EEG-based Sleep Staging
Xue Jiang
Jianhui Zhao
Bo Du
Zhiyong Yuan
10
62
0
16 Sep 2021
Deep Bregman Divergence for Contrastive Learning of Visual Representations
Mina Rezaei
Farzin Soleymani
B. Bischl
Shekoofeh Azizi
SSL
50
16
0
15 Sep 2021
KFCNet: Knowledge Filtering and Contrastive Learning Network for Generative Commonsense Reasoning
Haonan Li
Yeyun Gong
Jian Jiao
Ruofei Zhang
Timothy Baldwin
Nan Duan
OffRL
54
6
0
14 Sep 2021
The Emergence of the Shape Bias Results from Communicative Efficiency
Eva Portelance
Michael C. Frank
Dan Jurafsky
Alessandro Sordoni
Romain Laroche
85
19
0
13 Sep 2021
Are Gender-Neutral Queries Really Gender-Neutral? Mitigating Gender Bias in Image Search
Jialu Wang
Yang Liu
Qing Guo
FaML
157
95
0
12 Sep 2021
Not All Negatives are Equal: Label-Aware Contrastive Loss for Fine-grained Text Classification
Varsha Suresh
Desmond C. Ong
VLM
63
79
0
12 Sep 2021
Pairwise Supervised Contrastive Learning of Sentence Representations
Dejiao Zhang
Shang-Wen Li
Wei Xiao
Henghui Zhu
Ramesh Nallapati
Andrew O. Arnold
Bing Xiang
SSL
55
50
0
12 Sep 2021
Fine-grained Hand Gesture Recognition in Multi-viewpoint Hand Hygiene
Huy Q. Vo
Tuong Khanh Long Do
Vinson Pham
Duy V.M. Nguyen
An T. Duong
Quang-Dieu Tran
17
3
0
07 Sep 2021
Sensor Data Augmentation by Resampling for Contrastive Learning in Human Activity Recognition
Jinqiang Wang
Tao Zhu
Jingyuan Gan
L. Chen
Huansheng Ning
Yaping Wan
17
49
0
05 Sep 2021
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