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Contrastive Multiview Coding

Contrastive Multiview Coding

13 June 2019
Yonglong Tian
Dilip Krishnan
Phillip Isola
    SSL
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Papers citing "Contrastive Multiview Coding"

50 / 588 papers shown
Title
Augmentation Invariant Manifold Learning
Augmentation Invariant Manifold Learning
Shulei Wang
42
1
0
01 Nov 2022
Pixel-Wise Contrastive Distillation
Pixel-Wise Contrastive Distillation
Junqiang Huang
Zichao Guo
42
4
0
01 Nov 2022
A simple, efficient and scalable contrastive masked autoencoder for
  learning visual representations
A simple, efficient and scalable contrastive masked autoencoder for learning visual representations
Shlok Kumar Mishra
Joshua Robinson
Huiwen Chang
David Jacobs
Aaron Sarna
Aaron Maschinot
Dilip Krishnan
DiffM
43
30
0
30 Oct 2022
Image-free Domain Generalization via CLIP for 3D Hand Pose Estimation
Image-free Domain Generalization via CLIP for 3D Hand Pose Estimation
Seongyeong Lee
Han-Ju Park
Dong Uk Kim
Jihyeon Kim
Muhammadjon Boboev
Seungryul Baek
3DH
21
5
0
30 Oct 2022
Speaker Representation Learning via Contrastive Loss with Maximal
  Speaker Separability
Speaker Representation Learning via Contrastive Loss with Maximal Speaker Separability
Zhe Li
Man-Wai Mak
SSL
26
6
0
29 Oct 2022
Pair DETR: Contrastive Learning Speeds Up DETR Training
Pair DETR: Contrastive Learning Speeds Up DETR Training
M. Iranmanesh
Xiaotong Chen
Kuo-Chin Lien
ViT
21
0
0
29 Oct 2022
Adversarial Pretraining of Self-Supervised Deep Networks: Past, Present
  and Future
Adversarial Pretraining of Self-Supervised Deep Networks: Past, Present and Future
Guo-Jun Qi
M. Shah
SSL
23
8
0
23 Oct 2022
Self-Supervised Learning via Maximum Entropy Coding
Self-Supervised Learning via Maximum Entropy Coding
Xin Liu
Zhongdao Wang
Yali Li
Shengjin Wang
SSL
29
40
0
20 Oct 2022
Effective Targeted Attacks for Adversarial Self-Supervised Learning
Effective Targeted Attacks for Adversarial Self-Supervised Learning
Minseon Kim
Hyeonjeong Ha
Sooel Son
Sung Ju Hwang
AAML
39
3
0
19 Oct 2022
Towards Efficient and Effective Self-Supervised Learning of Visual
  Representations
Towards Efficient and Effective Self-Supervised Learning of Visual Representations
Sravanti Addepalli
Kaushal Bhogale
Priyam Dey
R. Venkatesh Babu
SSL
18
8
0
18 Oct 2022
Towards Effective Image Manipulation Detection with Proposal Contrastive
  Learning
Towards Effective Image Manipulation Detection with Proposal Contrastive Learning
Yuyuan Zeng
Bowen Zhao
Shanzhao Qiu
Tao Dai
Shutao Xia
34
25
0
16 Oct 2022
Plausible May Not Be Faithful: Probing Object Hallucination in
  Vision-Language Pre-training
Plausible May Not Be Faithful: Probing Object Hallucination in Vision-Language Pre-training
Wenliang Dai
Zihan Liu
Ziwei Ji
Dan Su
Pascale Fung
MLLM
VLM
32
62
0
14 Oct 2022
MICO: A Multi-alternative Contrastive Learning Framework for Commonsense
  Knowledge Representation
MICO: A Multi-alternative Contrastive Learning Framework for Commonsense Knowledge Representation
Ying Su
Zihao Wang
Tianqing Fang
Hongming Zhang
Yangqiu Song
Tong Zhang
37
15
0
14 Oct 2022
FS-DETR: Few-Shot DEtection TRansformer with prompting and without
  re-training
FS-DETR: Few-Shot DEtection TRansformer with prompting and without re-training
Adrian Bulat
Ricardo Guerrero
Brais Martínez
Georgios Tzimiropoulos
42
30
0
10 Oct 2022
Grow and Merge: A Unified Framework for Continuous Categories Discovery
Grow and Merge: A Unified Framework for Continuous Categories Discovery
Xinwei Zhang
Jianwen Jiang
Yutong Feng
Zhi-Fan Wu
Xibin Zhao
Hai Wan
Mingqian Tang
Rong Jin
Yue Gao
CLL
38
29
0
09 Oct 2022
LOCL: Learning Object-Attribute Composition using Localization
LOCL: Learning Object-Attribute Composition using Localization
Satish Kumar
A S M Iftekhar
Ekta Prashnani
B.S.Manjunath
19
3
0
07 Oct 2022
Unsupervised Few-shot Learning via Deep Laplacian Eigenmaps
Unsupervised Few-shot Learning via Deep Laplacian Eigenmaps
Kuilin Chen
Chi-Guhn Lee
SSL
40
3
0
07 Oct 2022
Critical Learning Periods for Multisensory Integration in Deep Networks
Critical Learning Periods for Multisensory Integration in Deep Networks
Michael Kleinman
Alessandro Achille
Stefano Soatto
35
10
0
06 Oct 2022
Uncertainty Estimation for Multi-view Data: The Power of Seeing the
  Whole Picture
Uncertainty Estimation for Multi-view Data: The Power of Seeing the Whole Picture
M. Jung
He Zhao
Joanna Dipnall
Belinda Gabbe
Lan Du
UQCV
EDL
59
12
0
06 Oct 2022
Multi-View Independent Component Analysis with Shared and Individual
  Sources
Multi-View Independent Component Analysis with Shared and Individual Sources
T. Pandeva
Patrick Forré
CML
15
5
0
05 Oct 2022
Learning Hierarchical Image Segmentation For Recognition and By
  Recognition
Learning Hierarchical Image Segmentation For Recognition and By Recognition
Tsung-Wei Ke
Sangwoo Mo
Stella X. Yu
VLM
37
9
0
01 Oct 2022
ERNIE-ViL 2.0: Multi-view Contrastive Learning for Image-Text
  Pre-training
ERNIE-ViL 2.0: Multi-view Contrastive Learning for Image-Text Pre-training
Bin Shan
Weichong Yin
Yu Sun
Hao Tian
Hua Wu
Haifeng Wang
VLM
27
19
0
30 Sep 2022
Learning State-Aware Visual Representations from Audible Interactions
Learning State-Aware Visual Representations from Audible Interactions
Himangi Mittal
Pedro Morgado
Unnat Jain
Abhinav Gupta
78
23
0
27 Sep 2022
Whodunit? Learning to Contrast for Authorship Attribution
Whodunit? Learning to Contrast for Authorship Attribution
Bo Ai
Yuchen Wang
Yugin Tan
Samson Tan
SSL
21
17
0
23 Sep 2022
Non-Linguistic Supervision for Contrastive Learning of Sentence
  Embeddings
Non-Linguistic Supervision for Contrastive Learning of Sentence Embeddings
Yiren Jian
Chongyang Gao
Soroush Vosoughi
SSL
31
15
0
20 Sep 2022
Improving Self-Supervised Learning by Characterizing Idealized
  Representations
Improving Self-Supervised Learning by Characterizing Idealized Representations
Yann Dubois
Tatsunori Hashimoto
Stefano Ermon
Percy Liang
SSL
83
40
0
13 Sep 2022
Semi-Supervised Domain Adaptation by Similarity based Pseudo-label
  Injection
Semi-Supervised Domain Adaptation by Similarity based Pseudo-label Injection
Abhay Rawat
Isha Dua
Saurav Gupta
Rahul Tallamraju
15
1
0
05 Sep 2022
Single-source Domain Expansion Network for Cross-Scene Hyperspectral
  Image Classification
Single-source Domain Expansion Network for Cross-Scene Hyperspectral Image Classification
Yuxiang Zhang
Wei Li
Weidong Sun
Ran Tao
Qian Du
23
188
0
04 Sep 2022
Contrastive Semantic-Guided Image Smoothing Network
Contrastive Semantic-Guided Image Smoothing Network
Jie Wang
Yongzhen Wang
Yidan Feng
Lina Gong
Xu Yan
H. Xie
F. Wang
Mingqiang Wei
30
7
0
02 Sep 2022
Joint Learning Content and Degradation Aware Feature for Blind
  Super-Resolution
Joint Learning Content and Degradation Aware Feature for Blind Super-Resolution
Yifeng Zhou
Chuming Lin
Donghao Luo
Yong Liu
Ying Tai
Chengjie Wang
M. Chen
26
13
0
29 Aug 2022
MORI-RAN: Multi-view Robust Representation Learning via Hybrid
  Contrastive Fusion
MORI-RAN: Multi-view Robust Representation Learning via Hybrid Contrastive Fusion
Guanzhou Ke
Yong-Nan Zhu
Yang Yu
37
7
0
26 Aug 2022
Refine and Represent: Region-to-Object Representation Learning
Refine and Represent: Region-to-Object Representation Learning
Akash Gokul
Konstantinos Kallidromitis
Shufang Li
Yu Kato
Kazuki Kozuka
Trevor Darrell
Colorado Reed
SSeg
31
5
0
25 Aug 2022
Skeleton Prototype Contrastive Learning with Multi-Level Graph Relation
  Modeling for Unsupervised Person Re-Identification
Skeleton Prototype Contrastive Learning with Multi-Level Graph Relation Modeling for Unsupervised Person Re-Identification
Haocong Rao
Steven C. H. Hoi
3DH
24
3
0
25 Aug 2022
Semi-Supervised and Unsupervised Deep Visual Learning: A Survey
Semi-Supervised and Unsupervised Deep Visual Learning: A Survey
Yanbei Chen
Massimiliano Mancini
Xiatian Zhu
Zeynep Akata
45
113
0
24 Aug 2022
Federated Self-Supervised Contrastive Learning and Masked Autoencoder
  for Dermatological Disease Diagnosis
Federated Self-Supervised Contrastive Learning and Masked Autoencoder for Dermatological Disease Diagnosis
Yawen Wu
Dewen Zeng
Zhepeng Wang
Yi Sheng
Lei Yang
A. James
Yiyu Shi
Jingtong Hu
20
7
0
24 Aug 2022
Spiral Contrastive Learning: An Efficient 3D Representation Learning
  Method for Unannotated CT Lesions
Spiral Contrastive Learning: An Efficient 3D Representation Learning Method for Unannotated CT Lesions
Penghua Zhai
Enwei Zhu
Baolian Qi
Xin Wei
Jinpeng Li
24
0
0
23 Aug 2022
A Unified Analysis of Mixed Sample Data Augmentation: A Loss Function
  Perspective
A Unified Analysis of Mixed Sample Data Augmentation: A Loss Function Perspective
Chanwoo Park
Sangdoo Yun
Sanghyuk Chun
AAML
21
32
0
21 Aug 2022
GraphTTA: Test Time Adaptation on Graph Neural Networks
GraphTTA: Test Time Adaptation on Graph Neural Networks
Guan-Wun Chen
Jiying Zhang
Xi Xiao
Yong Li
OOD
36
10
0
19 Aug 2022
RenyiCL: Contrastive Representation Learning with Skew Renyi Divergence
RenyiCL: Contrastive Representation Learning with Skew Renyi Divergence
Kyungmin Lee
Jinwoo Shin
SSL
DRL
31
10
0
12 Aug 2022
Instance Image Retrieval by Learning Purely From Within the Dataset
Instance Image Retrieval by Learning Purely From Within the Dataset
Zhongyan Zhang
Lei Wang
Yang Wang
Luping Zhou
Jianjia Zhang
Peng Wang
Fangxiao Chen
SSL
18
0
0
12 Aug 2022
On the Pros and Cons of Momentum Encoder in Self-Supervised Visual
  Representation Learning
On the Pros and Cons of Momentum Encoder in Self-Supervised Visual Representation Learning
T. Pham
Chaoning Zhang
Axi Niu
Kang Zhang
Chang D. Yoo
36
11
0
11 Aug 2022
Distributed Contrastive Learning for Medical Image Segmentation
Distributed Contrastive Learning for Medical Image Segmentation
Yawen Wu
Dewen Zeng
Zhepeng Wang
Yiyu Shi
Jingtong Hu
FedML
52
48
0
07 Aug 2022
Analyzing Data-Centric Properties for Graph Contrastive Learning
Analyzing Data-Centric Properties for Graph Contrastive Learning
Puja Trivedi
Ekdeep Singh Lubana
Mark Heimann
Danai Koutra
Jayaraman J. Thiagarajan
30
11
0
04 Aug 2022
Pose Uncertainty Aware Movement Synchrony Estimation via
  Spatial-Temporal Graph Transformer
Pose Uncertainty Aware Movement Synchrony Estimation via Spatial-Temporal Graph Transformer
Jicheng Li
Anjana Bhat
R. Barmaki
ViT
27
5
0
01 Aug 2022
SdAE: Self-distillated Masked Autoencoder
SdAE: Self-distillated Masked Autoencoder
Yabo Chen
Yuchen Liu
Dongsheng Jiang
Xiaopeng Zhang
Wenrui Dai
H. Xiong
Qi Tian
ViT
26
70
0
31 Jul 2022
Pre-training General Trajectory Embeddings with Maximum Multi-view
  Entropy Coding
Pre-training General Trajectory Embeddings with Maximum Multi-view Entropy Coding
Yan Lin
Huaiyu Wan
Shengnan Guo
Jilin Hu
Christian S. Jensen
Youfang Lin
AI4TS
40
19
0
29 Jul 2022
Contrastive Masked Autoencoders are Stronger Vision Learners
Contrastive Masked Autoencoders are Stronger Vision Learners
Zhicheng Huang
Xiaojie Jin
Cheng Lu
Qibin Hou
Mingg-Ming Cheng
Dongmei Fu
Xiaohui Shen
Jiashi Feng
50
148
0
27 Jul 2022
Hierarchical Semi-Supervised Contrastive Learning for
  Contamination-Resistant Anomaly Detection
Hierarchical Semi-Supervised Contrastive Learning for Contamination-Resistant Anomaly Detection
Gaoang Wang
Yibing Zhan
Xinchao Wang
Min-Gyoo Song
K. Nahrstedt
27
11
0
24 Jul 2022
Decoupled Adversarial Contrastive Learning for Self-supervised
  Adversarial Robustness
Decoupled Adversarial Contrastive Learning for Self-supervised Adversarial Robustness
Chaoning Zhang
Kang Zhang
Chenshuang Zhang
Axi Niu
Jiu Feng
Chang D. Yoo
In So Kweon
SSL
35
24
0
22 Jul 2022
Adversarial Contrastive Learning via Asymmetric InfoNCE
Adversarial Contrastive Learning via Asymmetric InfoNCE
Qiying Yu
Jieming Lou
Xianyuan Zhan
Qizhang Li
W. Zuo
Yang Liu
Jingjing Liu
AAML
36
23
0
18 Jul 2022
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