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Improved Baselines with Momentum Contrastive Learning

Improved Baselines with Momentum Contrastive Learning

9 March 2020
Xinlei Chen
Haoqi Fan
Ross B. Girshick
Kaiming He
    SSL
ArXiv (abs)PDFHTML

Papers citing "Improved Baselines with Momentum Contrastive Learning"

50 / 2,109 papers shown
Title
Continual Multimodal Contrastive Learning
Continual Multimodal Contrastive Learning
Xiaohao Liu
Xiaobo Xia
See-Kiong Ng
Tat-Seng Chua
CLL
230
2
0
19 Mar 2025
TULIP: Towards Unified Language-Image Pretraining
TULIP: Towards Unified Language-Image Pretraining
Zineng Tang
Long Lian
Seun Eisape
Xudong Wang
Roei Herzig
Adam Yala
Alane Suhr
Trevor Darrell
David M. Chan
VLMCLIPMLLM
202
7
0
19 Mar 2025
Conjuring Positive Pairs for Efficient Unification of Representation Learning and Image Synthesis
Conjuring Positive Pairs for Efficient Unification of Representation Learning and Image Synthesis
Imanol G. Estepa
Jesús M. Rodríguez-de-Vera
Ignacio Sarasúa
Bhalaji Nagarajan
Petia Radeva
207
0
0
19 Mar 2025
Utilization of Neighbor Information for Image Classification with Different Levels of Supervision
Utilization of Neighbor Information for Image Classification with Different Levels of Supervision
Gihan Jayatilaka
Abhinav Shrivastava
M. Gwilliam
103
0
0
18 Mar 2025
Multi Activity Sequence Alignment via Implicit Clustering
Multi Activity Sequence Alignment via Implicit Clustering
Taein Kwon
Zador Pataki
Mahdi Rad
Marc Pollefeys
HAIAI4TS
103
0
0
16 Mar 2025
Cross-Modal Consistency Learning for Sign Language Recognition
Cross-Modal Consistency Learning for Sign Language Recognition
Kepeng Wu
Zecheng Li
Weichao Zhao
Hezhen Hu
Wengang Zhou
SLR
96
0
0
16 Mar 2025
Cyclic Contrastive Knowledge Transfer for Open-Vocabulary Object Detection
Cyclic Contrastive Knowledge Transfer for Open-Vocabulary Object Detection
Chuhan Zhang
Chaoyang Zhu
Pingcheng Dong
Long Chen
Dong Zhang
ObjDVLM
491
0
0
14 Mar 2025
Implicit Contrastive Representation Learning with Guided Stop-gradient
Byeongchan Lee
Sehyun Lee
SSL
266
2
0
12 Mar 2025
Isolated Channel Vision Transformers: From Single-Channel Pretraining to Multi-Channel Finetuning
Wenyi Lian
Joakim Lindblad
Patrick Micke
Natasa Sladoje
102
1
0
12 Mar 2025
CleverDistiller: Simple and Spatially Consistent Cross-modal Distillation
Hariprasath Govindarajan
Maciej K. Wozniak
Marvin Klingner
Camille Maurice
B. R. Kiran
S. Yogamani
120
0
0
12 Mar 2025
Unsupervised Parameter Efficient Source-free Post-pretraining
Unsupervised Parameter Efficient Source-free Post-pretraining
Abhishek Jha
Tinne Tuytelaars
Yuki M. Asano
OOD
89
0
0
28 Feb 2025
Twofold Debiasing Enhances Fine-Grained Learning with Coarse Labels
Twofold Debiasing Enhances Fine-Grained Learning with Coarse Labels
Xin-yang Zhao
Jian Jin
Yang-yang Li
Yazhou Yao
81
0
0
27 Feb 2025
Multi-Scale Neighborhood Occupancy Masked Autoencoder for Self-Supervised Learning in LiDAR Point Clouds
Multi-Scale Neighborhood Occupancy Masked Autoencoder for Self-Supervised Learning in LiDAR Point Clouds
Mohamed Abdelsamad
Michael Ulrich
Claudius Gläser
Abhinav Valada
3DPC
128
0
0
27 Feb 2025
Dictionary-based Framework for Interpretable and Consistent Object Parsing
Dictionary-based Framework for Interpretable and Consistent Object Parsing
Tiezheng Zhang
Qihang Yu
Alan Yuille
Ju He
131
1
0
26 Feb 2025
MCLRL: A Multi-Domain Contrastive Learning with Reinforcement Learning Framework for Few-Shot Modulation Recognition
MCLRL: A Multi-Domain Contrastive Learning with Reinforcement Learning Framework for Few-Shot Modulation Recognition
Dongwei Xu
Yutao Zhu
Yao Lu
Youpeng Feng
Yun Lin
Qi Xuan
128
1
0
26 Feb 2025
Feature Space Perturbation: A Panacea to Enhanced Transferability Estimation
Feature Space Perturbation: A Panacea to Enhanced Transferability Estimation
Prafful Kumar Khoba
Zijian Wang
Chetan Arora
Mahsa Baktashmotlagh
AAML
133
0
0
23 Feb 2025
CW-BASS: Confidence-Weighted Boundary-Aware Learning for Semi-Supervised Semantic Segmentation
CW-BASS: Confidence-Weighted Boundary-Aware Learning for Semi-Supervised Semantic Segmentation
Ebenezer Tarubinga
Jenifer Kalafatovich Espinoza
Seong-Whan Lee
181
1
0
21 Feb 2025
RAPID: Retrieval Augmented Training of Differentially Private Diffusion Models
RAPID: Retrieval Augmented Training of Differentially Private Diffusion Models
Tanqiu Jiang
Changjiang Li
Fenglong Ma
Ting Wang
119
1
0
18 Feb 2025
DivIL: Unveiling and Addressing Over-Invariance for Out-of- Distribution Generalization
DivIL: Unveiling and Addressing Over-Invariance for Out-of- Distribution Generalization
Jiaqi Wang
Yuhang Zhou
Zhixiong Zhang
Qiguang Chen
Yongqiang Chen
James Cheng
OODD
163
1
0
18 Feb 2025
FrGNet: A fourier-guided weakly-supervised framework for nuclear instance segmentation
FrGNet: A fourier-guided weakly-supervised framework for nuclear instance segmentation
Peng Ling
139
0
0
14 Feb 2025
Efficient Hierarchical Contrastive Self-supervising Learning for Time Series Classification via Importance-aware Resolution Selection
Efficient Hierarchical Contrastive Self-supervising Learning for Time Series Classification via Importance-aware Resolution Selection
Kevin Garcia
Juan Manuel Perez
Yifeng Gao
AI4TS
120
0
0
14 Feb 2025
From Pixels to Components: Eigenvector Masking for Visual Representation Learning
From Pixels to Components: Eigenvector Masking for Visual Representation Learning
Alice Bizeul
Thomas M. Sutter
Alain Ryser
Bernhard Schölkopf
Julius von Kügelgen
Julia E. Vogt
197
2
0
10 Feb 2025
Efficient Reinforcement Learning Through Adaptively Pretrained Visual Encoder
Yuhan Zhang
Guoqing Ma
Guangfu Hao
Liangxuan Guo
Yang Chen
S. Yu
OnRL
169
0
0
08 Feb 2025
Homeomorphism Prior for False Positive and Negative Problem in Medical Image Dense Contrastive Representation Learning
Homeomorphism Prior for False Positive and Negative Problem in Medical Image Dense Contrastive Representation Learning
Yuting He
Boyu Wang
Rongjun Ge
Yang Chen
Guanyu Yang
Shuo Li
MedImAAML
117
2
0
07 Feb 2025
Multi-level Supervised Contrastive Learning
Multi-level Supervised Contrastive Learning
Naghmeh Ghanooni
Barbod Pajoum
Harshit Rawal
Sophie Fellenz
Vo Nguyen Le Duy
Marius Kloft
215
0
0
04 Feb 2025
How Well Do Self-Supervised Methods Perform in Cross-Domain Few-Shot Learning?
How Well Do Self-Supervised Methods Perform in Cross-Domain Few-Shot Learning?
Yiyi Zhang
Ying Zheng
Xiaogang Xu
Jun Wang
SSL
118
4
0
28 Jan 2025
Scalable Whole Slide Image Representation Using K-Mean Clustering and Fisher Vector Aggregation
Scalable Whole Slide Image Representation Using K-Mean Clustering and Fisher Vector Aggregation
R. Gupta
Shounak Das
Ardhendu Sekhar
Amit Sethi
49
0
0
21 Jan 2025
Towards Understanding Extrapolation: a Causal Lens
Towards Understanding Extrapolation: a Causal Lens
Lingjing Kong
Guangyi Chen
P. Stojanov
Haoyang Li
Eric P. Xing
Kun Zhang
360
2
0
17 Jan 2025
Strategic Base Representation Learning via Feature Augmentations for Few-Shot Class Incremental Learning
Strategic Base Representation Learning via Feature Augmentations for Few-Shot Class Incremental Learning
Parinita Nema
V. Kurmi
CLL
150
0
0
17 Jan 2025
Open set label noise learning with robust sample selection and margin-guided module
Open set label noise learning with robust sample selection and margin-guided module
Yuandi Zhao
Qianxi Xia
Yang Sun
Zhijie Wen
Liyan Ma
Shihui Ying
NoLa
94
0
0
08 Jan 2025
Fine-grained Image-to-LiDAR Contrastive Distillation with Visual Foundation Models
Fine-grained Image-to-LiDAR Contrastive Distillation with Visual Foundation Models
Yifan Zhang
Junhui Hou
152
1
0
03 Jan 2025
Understanding Difficult-to-learn Examples in Contrastive Learning: A Theoretical Framework for Spectral Contrastive Learning
Yi-Ge Zhang
Jingyi Cui
Qiran Li
Yisen Wang
SSL
95
0
0
03 Jan 2025
A Contrastive Pretrain Model with Prompt Tuning for Multi-center Medication Recommendation
A Contrastive Pretrain Model with Prompt Tuning for Multi-center Medication Recommendation
Qiang Liu
Zhaopeng Qiu
Xiangyu Zhao
X. Wu
Zijian Zhang
Tong Xu
Feng Tian
143
0
0
31 Dec 2024
Unsupervised Cross-Domain Image Retrieval via Prototypical Optimal Transport
Unsupervised Cross-Domain Image Retrieval via Prototypical Optimal Transport
Bin Li
Ye-ling Shi
Qian Yu
Jingya Wang
OT
117
3
0
31 Dec 2024
The Dynamic Duo of Collaborative Masking and Target for Advanced Masked
  Autoencoder Learning
The Dynamic Duo of Collaborative Masking and Target for Advanced Masked Autoencoder Learning
Shentong Mo
100
0
0
23 Dec 2024
SilVar: Speech Driven Multimodal Model for Reasoning Visual Question
  Answering and Object Localization
SilVar: Speech Driven Multimodal Model for Reasoning Visual Question Answering and Object Localization
Tan-Hanh Pham
Hoang-Nam Le
Phu-Vinh Nguyen
Chris Ngo
Truong-Son Hy
AuLLMLRM
144
1
0
21 Dec 2024
Enhancing Contrastive Learning Inspired by the Philosophy of "The Blind Men and the Elephant"
Enhancing Contrastive Learning Inspired by the Philosophy of "The Blind Men and the Elephant"
Yudong Zhang
Ruobing Xie
Jiansheng Chen
Xingwu Sun
Zhanhui Kang
Yu Wang
192
0
0
21 Dec 2024
Bag of Tricks for Multimodal AutoML with Image, Text, and Tabular Data
Bag of Tricks for Multimodal AutoML with Image, Text, and Tabular Data
Zhiqiang Tang
Zihan Zhong
Tong He
Gerald Friedland
166
1
0
19 Dec 2024
CLDA-YOLO: Visual Contrastive Learning Based Domain Adaptive YOLO
  Detector
CLDA-YOLO: Visual Contrastive Learning Based Domain Adaptive YOLO Detector
Tianheng Qiu
Ka Lung Law
Guanghua Pan
Jufei Wang
Xin Gao
Xuan Huang
Hu Wei
138
0
0
16 Dec 2024
MAL: Cluster-Masked and Multi-Task Pretraining for Enhanced xLSTM Vision
  Performance
MAL: Cluster-Masked and Multi-Task Pretraining for Enhanced xLSTM Vision Performance
Wenjun Huang
Jianguo Hu
123
0
0
14 Dec 2024
Does Representation Matter? Exploring Intermediate Layers in Large
  Language Models
Does Representation Matter? Exploring Intermediate Layers in Large Language Models
Oscar Skean
Md Rifat Arefin
Yann LeCun
Ravid Shwartz-Ziv
134
12
0
12 Dec 2024
Enhancing Modality Representation and Alignment for Multimodal
  Cold-start Active Learning
Enhancing Modality Representation and Alignment for Multimodal Cold-start Active Learning
Meng Shen
Yake Wei
Jianxiong Yin
D. Rajan
D. Hu
Simon See
144
0
0
12 Dec 2024
Learning Self-Supervised Audio-Visual Representations for Sound
  Recommendations
Learning Self-Supervised Audio-Visual Representations for Sound Recommendations
Sudha Krishnamurthy
SSL
127
1
0
10 Dec 2024
Language Model as Visual Explainer
Language Model as Visual Explainer
Xingyi Yang
Xinchao Wang
VLM
76
0
0
08 Dec 2024
GAQAT: gradient-adaptive quantization-aware training for domain
  generalization
GAQAT: gradient-adaptive quantization-aware training for domain generalization
Jiacheng Jiang
Yuan Meng
Chen Tang
Han Yu
Qun Li
Zhi Wang
Wenwu Zhu
MQ
80
0
0
07 Dec 2024
Beyond [cls]: Exploring the true potential of Masked Image Modeling representations
Beyond [cls]: Exploring the true potential of Masked Image Modeling representations
Marcin Przewiȩźlikowski
Randall Balestriero
Wojciech Jasiński
Marek 'Smieja
Bartosz Zieliñski
223
1
0
04 Dec 2024
Gen-SIS: Generative Self-augmentation Improves Self-supervised Learning
Gen-SIS: Generative Self-augmentation Improves Self-supervised Learning
Varun Belagali
Srikar Yellapragada
Alexandros Graikos
S. Kapse
Zilinghan Li
Tarak Nandi
Ravi K. Madduri
Prateek Prasanna
Joel H. Saltz
Dimitris Samaras
DiffM
144
2
0
02 Dec 2024
PP-SSL : Priority-Perception Self-Supervised Learning for Fine-Grained Recognition
ShuaiHeng Li
Qing Cai
Fan Zhang
Hao Fei
Yangyang Shu
Ziqiang Liu
Haoyang Li
Lingqiao Liu
127
0
0
28 Nov 2024
Probing the Mid-level Vision Capabilities of Self-Supervised Learning
Probing the Mid-level Vision Capabilities of Self-Supervised Learning
Xuweiyi Chen
Markus Marks
Zezhou Cheng
173
0
0
25 Nov 2024
Machine Learning for the Digital Typhoon Dataset: Extensions to Multiple
  Basins and New Developments in Representations and Tasks
Machine Learning for the Digital Typhoon Dataset: Extensions to Multiple Basins and New Developments in Representations and Tasks
Asanobu Kitamoto
Erwan Dzik
Gaspar Faure
91
0
0
25 Nov 2024
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