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Exploring Simple Siamese Representation Learning

Exploring Simple Siamese Representation Learning

20 November 2020
Xinlei Chen
Kaiming He
    SSL
ArXiv (abs)PDFHTML

Papers citing "Exploring Simple Siamese Representation Learning"

50 / 2,357 papers shown
Title
Generalized Category Discovery with Clustering Assignment Consistency
Generalized Category Discovery with Clustering Assignment Consistency
Xiangli Yang
Xinglin Pan
Irwin King
Zenglin Xu
56
2
0
30 Oct 2023
CHAIN: Exploring Global-Local Spatio-Temporal Information for Improved
  Self-Supervised Video Hashing
CHAIN: Exploring Global-Local Spatio-Temporal Information for Improved Self-Supervised Video Hashing
Rukai Wei
Yu Liu
Jingkuan Song
Heng Cui
Yanzhao Xie
Ke Zhou
58
10
0
29 Oct 2023
Identifiable Contrastive Learning with Automatic Feature Importance
  Discovery
Identifiable Contrastive Learning with Automatic Feature Importance Discovery
Qi Zhang
Yifei Wang
Yisen Wang
74
13
0
29 Oct 2023
Towards Generalized Multi-stage Clustering: Multi-view Self-distillation
Towards Generalized Multi-stage Clustering: Multi-view Self-distillation
Jiatai Wang
Zhiwei Xu
Xin Wang
Tao Li
55
1
0
29 Oct 2023
Simple and Asymmetric Graph Contrastive Learning without Augmentations
Simple and Asymmetric Graph Contrastive Learning without Augmentations
Teng Xiao
Huaisheng Zhu
Zhengyu Chen
Suhang Wang
89
35
0
29 Oct 2023
Exploring Data Augmentations on Self-/Semi-/Fully- Supervised
  Pre-trained Models
Exploring Data Augmentations on Self-/Semi-/Fully- Supervised Pre-trained Models
Shentong Mo
Zhun Sun
Chao Li
26
2
0
28 Oct 2023
Pre-training with Random Orthogonal Projection Image Modeling
Pre-training with Random Orthogonal Projection Image Modeling
Maryam Haghighat
Peyman Moghadam
Shaheer Mohamed
Piotr Koniusz
VLM
85
9
0
28 Oct 2023
Patch-Wise Self-Supervised Visual Representation Learning: A
  Fine-Grained Approach
Patch-Wise Self-Supervised Visual Representation Learning: A Fine-Grained Approach
Ali Javidani
Mohammad Amin Sadeghi
Babak N. Araabi
96
0
0
28 Oct 2023
Hierarchical Mutual Information Analysis: Towards Multi-view Clustering
  in The Wild
Hierarchical Mutual Information Analysis: Towards Multi-view Clustering in The Wild
Jiatai Wang
Zhiwei Xu
Xuewen Yang
Xin Wang
33
0
0
28 Oct 2023
ReConTab: Regularized Contrastive Representation Learning for Tabular
  Data
ReConTab: Regularized Contrastive Representation Learning for Tabular Data
Suiyao Chen
Jing Wu
N. Hovakimyan
Handong Yao
87
36
0
28 Oct 2023
Unveiling the Potential of Probabilistic Embeddings in Self-Supervised
  Learning
Unveiling the Potential of Probabilistic Embeddings in Self-Supervised Learning
Denis Janiak
Jakub Binkowski
Piotr Bielak
Tomasz Kajdanowicz
SSLUQCV
57
0
0
27 Oct 2023
Grid Jigsaw Representation with CLIP: A New Perspective on Image Clustering
Grid Jigsaw Representation with CLIP: A New Perspective on Image Clustering
Zijie Song
Zhenzhen Hu
Richang Hong
SSL
111
0
0
27 Oct 2023
Combating Representation Learning Disparity with Geometric Harmonization
Combating Representation Learning Disparity with Geometric Harmonization
Zhihan Zhou
Jiangchao Yao
Feng Hong
Ya Zhang
Bo Han
Yanfeng Wang
73
14
0
26 Oct 2023
OTMatch: Improving Semi-Supervised Learning with Optimal Transport
OTMatch: Improving Semi-Supervised Learning with Optimal Transport
Zhiquan Tan
Kaipeng Zheng
Weiran Huang
OT
82
8
0
26 Oct 2023
Understanding the Effects of Projectors in Knowledge Distillation
Understanding the Effects of Projectors in Knowledge Distillation
Yudong Chen
Sen Wang
Jiajun Liu
Xuwei Xu
Frank de Hoog
Brano Kusy
Zi Huang
94
0
0
26 Oct 2023
Modality-Agnostic Self-Supervised Learning with Meta-Learned Masked
  Auto-Encoder
Modality-Agnostic Self-Supervised Learning with Meta-Learned Masked Auto-Encoder
Huiwon Jang
Jihoon Tack
Daewon Choi
Jongheon Jeong
Jinwoo Shin
74
3
0
25 Oct 2023
Unpaired MRI Super Resolution with Contrastive Learning
Unpaired MRI Super Resolution with Contrastive Learning
Hao Li
Quanwei Liu
Tao Huang
Xiling Liu
Yanni Dong
Wei Chen
Zhihan Lv
MedImSupR
57
0
0
24 Oct 2023
Remote Heart Rate Monitoring in Smart Environments from Videos with
  Self-supervised Pre-training
Remote Heart Rate Monitoring in Smart Environments from Videos with Self-supervised Pre-training
Divij Gupta
Ali Etemad
93
2
0
23 Oct 2023
Rethinking Tokenizer and Decoder in Masked Graph Modeling for Molecules
Rethinking Tokenizer and Decoder in Masked Graph Modeling for Molecules
Zhiyuan Liu
Yaorui Shi
An Zhang
Enzhi Zhang
Kenji Kawaguchi
Xiang Wang
Tat-Seng Chua
AI4CE
88
40
0
23 Oct 2023
SAMCLR: Contrastive pre-training on complex scenes using SAM for view
  sampling
SAMCLR: Contrastive pre-training on complex scenes using SAM for view sampling
Benjamin Missaoui
Chongbin Yuan
VLM
59
1
0
23 Oct 2023
Pre-Training LiDAR-Based 3D Object Detectors Through Colorization
Pre-Training LiDAR-Based 3D Object Detectors Through Colorization
Tai-Yu Pan
Chenyang Ma
Tianle Chen
Cheng Perng Phoo
Katie Z Luo
Yurong You
Mark E. Campbell
Kilian Q. Weinberger
B. Hariharan
Wei-Lun Chao
3DPC
98
4
0
23 Oct 2023
Cross-Domain HAR: Few Shot Transfer Learning for Human Activity
  Recognition
Cross-Domain HAR: Few Shot Transfer Learning for Human Activity Recognition
Megha Thukral
H. Haresamudram
Thomas Ploetz
97
8
0
22 Oct 2023
Learning Invariant Molecular Representation in Latent Discrete Space
Learning Invariant Molecular Representation in Latent Discrete Space
Zhuang Xiang
Qiang Zhang
Keyan Ding
Yatao Bian
Xiao Wang
Jingsong Lv
Hongyang Chen
Huajun Chen
OOD
99
20
0
22 Oct 2023
Learning with Unmasked Tokens Drives Stronger Vision Learners
Learning with Unmasked Tokens Drives Stronger Vision Learners
Taekyung Kim
Sanghyuk Chun
Byeongho Heo
Dongyoon Han
SSL
100
2
0
20 Oct 2023
Unsupervised Object Localization in the Era of Self-Supervised ViTs: A
  Survey
Unsupervised Object Localization in the Era of Self-Supervised ViTs: A Survey
Oriane Siméoni
Éloi Zablocki
Spyros Gidaris
Gilles Puy
Patrick Pérez
82
14
0
19 Oct 2023
Representation Learning via Consistent Assignment of Views over Random
  Partitions
Representation Learning via Consistent Assignment of Views over Random Partitions
T. Silva
Adín Ramirez Rivera
SSL
126
3
0
19 Oct 2023
MTS-LOF: Medical Time-Series Representation Learning via
  Occlusion-Invariant Features
MTS-LOF: Medical Time-Series Representation Learning via Occlusion-Invariant Features
Huayu Li
Ana S. Carreon-Rascon
Xiwen Chen
Geng Yuan
Ao Li
AI4TS
38
5
0
19 Oct 2023
Improving Representation Learning for Histopathologic Images with
  Cluster Constraints
Improving Representation Learning for Histopathologic Images with Cluster Constraints
Weiyi Wu
Chongyang Gao
Joseph DiPalma
Soroush Vosoughi
Saeed Hassanpour
77
3
0
18 Oct 2023
Self-supervision meets kernel graph neural models: From architecture to
  augmentations
Self-supervision meets kernel graph neural models: From architecture to augmentations
Jiawang Dan
Ruofan Wu
Yunpeng Liu
Baokun Wang
Changhua Meng
...
Tianyi Zhang
Ningtao Wang
Xin Fu
Qi Li
Weiqiang Wang
SSL
78
1
0
17 Oct 2023
An Empirical Study of Self-supervised Learning with Wasserstein Distance
An Empirical Study of Self-supervised Learning with Wasserstein Distance
Makoto Yamada
Yuki Takezawa
Guillaume Houry
Kira Michaela Dusterwald
Deborah Sulem
Han Zhao
Yao-Hung Hubert Tsai
66
1
0
16 Oct 2023
HiCL: Hierarchical Contrastive Learning of Unsupervised Sentence
  Embeddings
HiCL: Hierarchical Contrastive Learning of Unsupervised Sentence Embeddings
Zhuofeng Wu
Chaowei Xiao
V. Vydiswaran
61
2
0
15 Oct 2023
AdaptSSR: Pre-training User Model with Augmentation-Adaptive
  Self-Supervised Ranking
AdaptSSR: Pre-training User Model with Augmentation-Adaptive Self-Supervised Ranking
Yang Yu
Qi Liu
Kai Zhang
Yuren Zhang
Chao Song
Min Hou
Yuqing Yuan
Zhihao Ye
Zaixin Zhang
Sanshi Lei Yu
66
2
0
15 Oct 2023
Protein 3D Graph Structure Learning for Robust Structure-based Protein
  Property Prediction
Protein 3D Graph Structure Learning for Robust Structure-based Protein Property Prediction
Yufei Huang
Siyuan Li
Jin Su
Lirong Wu
Odin Zhang
...
Zihan Liu
Zhangyang Gao
Yuyang Liu
Jiangbin Zheng
Stan. ZQ. Li
3DV
107
14
0
14 Oct 2023
Pairwise Similarity Learning is SimPLE
Pairwise Similarity Learning is SimPLE
Yandong Wen
Weiyang Liu
Yao Feng
Bhiksha Raj
Rita Singh
Adrian Weller
Michael J. Black
Bernhard Schölkopf
128
6
0
13 Oct 2023
SiamAF: Learning Shared Information from ECG and PPG Signals for Robust
  Atrial Fibrillation Detection
SiamAF: Learning Shared Information from ECG and PPG Signals for Robust Atrial Fibrillation Detection
Zhicheng Guo
C. Ding
Duc H. Do
Amit Shah
Randall J Lee
Xiao Hu
Cynthia Rudin
47
2
0
13 Oct 2023
SIDE: Self-supervised Intermediate Domain Exploration for Source-free
  Domain Adaptation
SIDE: Self-supervised Intermediate Domain Exploration for Source-free Domain Adaptation
Jiamei Liu
Han Sun
Yizhen Jia
Jie Qin
Huiyu Zhou
Ningzhong Liu
TTA
93
0
0
13 Oct 2023
Bucks for Buckets (B4B): Active Defenses Against Stealing Encoders
Bucks for Buckets (B4B): Active Defenses Against Stealing Encoders
Jan Dubiñski
Stanislaw Pawlak
Franziska Boenisch
Tomasz Trzciñski
Adam Dziedzic
AAML
52
5
0
12 Oct 2023
UniPAD: A Universal Pre-training Paradigm for Autonomous Driving
UniPAD: A Universal Pre-training Paradigm for Autonomous Driving
Honghui Yang
Sha Zhang
Di Huang
Xiaoyang Wu
Haoyi Zhu
...
Hengshuang Zhao
Qibo Qiu
Binbin Lin
Xiaofei He
Wanli Ouyang
SSL
113
51
0
12 Oct 2023
DualAug: Exploiting Additional Heavy Augmentation with OOD Data
  Rejection
DualAug: Exploiting Additional Heavy Augmentation with OOD Data Rejection
Zehao Wang
Yiwen Guo
Qizhang Li
Guanglei Yang
Wangmeng Zuo
69
0
0
12 Oct 2023
CrIBo: Self-Supervised Learning via Cross-Image Object-Level
  Bootstrapping
CrIBo: Self-Supervised Learning via Cross-Image Object-Level Bootstrapping
Tim Lebailly
Thomas Stegmüller
Behzad Bozorgtabar
Jean-Philippe Thiran
Tinne Tuytelaars
SSL
127
8
0
11 Oct 2023
Self-supervised Representation Learning From Random Data Projectors
Self-supervised Representation Learning From Random Data Projectors
Yi Sui
Tongzi Wu
Jesse C. Cresswell
Ga Wu
George Stein
Xiao Shi Huang
Xiaochen Zhang
M. Volkovs
96
11
0
11 Oct 2023
Survey on Imbalanced Data, Representation Learning and SEP Forecasting
Survey on Imbalanced Data, Representation Learning and SEP Forecasting
Josias Moukpe
AI4TS
112
0
0
11 Oct 2023
ProtoHPE: Prototype-guided High-frequency Patch Enhancement for
  Visible-Infrared Person Re-identification
ProtoHPE: Prototype-guided High-frequency Patch Enhancement for Visible-Infrared Person Re-identification
Gui-Xu Zhang
Yongfei Zhang
Zichang Tan
68
11
0
11 Oct 2023
Improving mitosis detection on histopathology images using large
  vision-language models
Improving mitosis detection on histopathology images using large vision-language models
Ruiwen Ding
James Hall
Neil Tenenholtz
Kristen Severson
VLM
74
6
0
11 Oct 2023
Latent Diffusion Counterfactual Explanations
Latent Diffusion Counterfactual Explanations
Karim Farid
Simon Schrodi
Max Argus
Thomas Brox
DiffM
99
14
0
10 Oct 2023
Adaptive Multi-head Contrastive Learning
Adaptive Multi-head Contrastive Learning
Lei Wang
Piotr Koniusz
Tom Gedeon
Liang Zheng
109
5
0
09 Oct 2023
Generalized Neural Collapse for a Large Number of Classes
Generalized Neural Collapse for a Large Number of Classes
Jiachen Jiang
Jinxin Zhou
Peng Wang
Qing Qu
Dustin Mixon
Chong You
Zhihui Zhu
AI4CE
82
28
0
09 Oct 2023
XLS-R fine-tuning on noisy word boundaries for unsupervised speech
  segmentation into words
XLS-R fine-tuning on noisy word boundaries for unsupervised speech segmentation into words
Robin Algayres
Pablo Diego-Simon
Benoît Sagot
Emmanuel Dupoux
96
2
0
08 Oct 2023
Transferable Availability Poisoning Attacks
Transferable Availability Poisoning Attacks
Yiyong Liu
Michael Backes
Xiao Zhang
AAML
78
3
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Enhancing Representations through Heterogeneous Self-Supervised Learning
Enhancing Representations through Heterogeneous Self-Supervised Learning
Zhongyu Li
Bo-Wen Yin
Yongxiang Liu
Li Liu
Ming-Ming Cheng
SSL
62
2
0
08 Oct 2023
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