Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
2002.05709
Cited By
v1
v2
v3 (latest)
A Simple Framework for Contrastive Learning of Visual Representations
International Conference on Machine Learning (ICML), 2020
13 February 2020
Ting-Li Chen
Simon Kornblith
Mohammad Norouzi
Geoffrey E. Hinton
SSL
Re-assign community
ArXiv (abs)
PDF
HTML
HuggingFace (1 upvotes)
Papers citing
"A Simple Framework for Contrastive Learning of Visual Representations"
50 / 10,239 papers shown
Unsupervised Generative Feature Transformation via Graph Contrastive Pre-training and Multi-objective Fine-tuning
Wangyang Ying
Dongjie Wang
Xuanming Hu
Yuanchun Zhou
Charu C. Aggarwal
Yanjie Fu
208
26
0
27 May 2024
Think Before You Act: A Two-Stage Framework for Mitigating Gender Bias Towards Vision-Language Tasks
Yunqi Zhang
Songda Li
Chunyuan Deng
Luyi Wang
Hui Zhao
331
0
0
27 May 2024
Latent Energy-Based Odyssey: Black-Box Optimization via Expanded Exploration in the Energy-Based Latent Space
Peiyu Yu
Dinghuai Zhang
Hengzhi He
Xiaojian Ma
Ruiyao Miao
...
Deqian Kong
Ruiqi Gao
Jianwen Xie
Guang Cheng
Ying Nian Wu
324
10
0
27 May 2024
Diffusion Bridge AutoEncoders for Unsupervised Representation Learning
Yeongmin Kim
Kwanghyeon Lee
Minsang Park
Byeonghu Na
Il-Chul Moon
DiffM
494
6
0
27 May 2024
DualContrast: Unsupervised Disentangling of Content and Transformations with Implicit Parameterization
M. R. Uddin
Min Xu
420
0
0
27 May 2024
Probabilistic Contrastive Learning with Explicit Concentration on the Hypersphere
H. Li
Ouyang Cheng
Tamaz Amiranashvili
Matthew S. Rosen
Bjoern Menze
J. Iglesias
326
1
0
26 May 2024
ECG Semantic Integrator (ESI): A Foundation ECG Model Pretrained with LLM-Enhanced Cardiological Text
Han Yu
Peikun Guo
Akane Sano
209
34
0
26 May 2024
Federated Unsupervised Domain Generalization using Global and Local Alignment of Gradients
Farhad Pourpanah
Mahdiyar Molahasani
Milad Soltany
Michael A. Greenspan
Ali Etemad
FedML
OOD
817
5
0
25 May 2024
ModelLock: Locking Your Model With a Spell
Yifeng Gao
Yuhua Sun
Jiabo He
Zuxuan Wu
Yu-Gang Jiang
VLM
268
3
0
25 May 2024
Client2Vec: Improving Federated Learning by Distribution Shifts Aware Client Indexing
Yongxin Guo
Lin Wang
Xiaoying Tang
Tao Lin
FedML
OOD
369
0
0
25 May 2024
From Orthogonality to Dependency: Learning Disentangled Representation for Multi-Modal Time-Series Sensing Signals
Ruichu Cai
Zhifan Jiang
Zijian Li
Weilin Chen
Xuexin Chen
Zhifeng Hao
Yifan Shen
Guan-Hong Chen
Kun Zhang
307
3
0
25 May 2024
Constrained Ensemble Exploration for Unsupervised Skill Discovery
Chenjia Bai
Rushuai Yang
Qiaosheng Zhang
Kang Xu
Yi Chen
Ting Xiao
Xuelong Li
OffRL
427
7
0
25 May 2024
Deep Multi-Manifold Transformation Based Multivariate Time Series Fault Detection
Hong Liu
Xiuxiu Qiu
Yiming Shi
Miao Xu
Z. Zang
Zhen Lei
260
0
0
25 May 2024
Unsupervised Meta-Learning via In-Context Learning
Anna Vettoruzzo
Lorenzo Braccaioli
Joaquin Vanschoren
M. Nowaczyk
SSL
361
3
0
25 May 2024
ComFace: Facial Representation Learning with Synthetic Data for Comparing Faces
Yusuke Akamatsu
Terumi Umematsu
Terumi Umematsu
Shizuko Gomi
Hideo Tsurushima
510
3
0
25 May 2024
Recasting Generic Pretrained Vision Transformers As Object-Centric Scene Encoders For Manipulation Policies
Jianing Qian
Anastasios Panagopoulos
Dinesh Jayaraman
LM&Ro
ViT
213
9
0
24 May 2024
Medformer: A Multi-Granularity Patching Transformer for Medical Time-Series Classification
Yihe Wang
Nan Huang
Taida Li
Yujun Yan
Xiang Zhang
MedIm
AI4TS
209
75
0
24 May 2024
Automatic Data Curation for Self-Supervised Learning: A Clustering-Based Approach
Huy V. Vo
Vasil Khalidov
Timothée Darcet
Théo Moutakanni
Nikita Smetanin
...
Maxime Oquab
Armand Joulin
Edouard Grave
Patrick Labatut
Piotr Bojanowski
SSL
362
43
0
24 May 2024
Transfer Learning with Informative Priors: Simple Baselines Better than Previously Reported
Ethan Harvey
Mikhail Petrov
Michael C. Hughes
BDL
120
3
0
24 May 2024
SATSense: Multi-Satellite Collaborative Framework for Spectrum Sensing
Haoxuan Yuan
Zhe Chen
Zheng Lin
Jinbo Peng
Zihan Fang
Yuhang Zhong
Zihang Song
Yue Gao
255
21
0
24 May 2024
ChatGPT Code Detection: Techniques for Uncovering the Source of Code
Marc Oedingen
Raphael C. Engelhardt
Robin Denz
Maximilian Hammer
Wolfgang Konen
DeLMO
229
14
0
24 May 2024
Towards Precision Healthcare: Robust Fusion of Time Series and Image Data
Ali Rasekh
Reza Heidari
Amir Hosein Haji Mohammad Rezaie
Parsa Sharifi Sedeh
Zahra Ahmadi
Prasenjit Mitra
Wolfgang Nejdl
AI4TS
228
4
0
24 May 2024
Retro: Reusing teacher projection head for efficient embedding distillation on Lightweight Models via Self-supervised Learning
Khanh-Binh Nguyen
Chae Jung Park
174
0
0
24 May 2024
Self-Contrastive Weakly Supervised Learning Framework for Prognostic Prediction Using Whole Slide Images
Saul Fuster
Farbod Khoraminia
Julio Silva-Rodríguez
Umay Kiraz
Geert J.L.H. Leenders
T. Eftestøl
Valery Naranjo
Emiel A. M. Janssen
T. Zuiverloon
K. Engan
MedIm
129
0
0
24 May 2024
Learning Invariant Causal Mechanism from Vision-Language Models
Changwen Zheng
Siyu Zhao
Xingyu Zhang
Jiangmeng Li
Changwen Zheng
Jingyao Wang
CML
BDL
VLM
437
1
0
24 May 2024
Contrastive and Consistency Learning for Neural Noisy-Channel Model in Spoken Language Understanding
Suyoung Kim
Jiyeon Hwang
Ho-Young Jung
188
0
0
23 May 2024
MuDreamer: Learning Predictive World Models without Reconstruction
Maxime Burchi
Radu Timofte
191
5
0
23 May 2024
What Variables Affect Out-Of-Distribution Generalization in Pretrained Models?
Md Yousuf Harun
Kyungbok Lee
Jhair Gallardo
Giri Krishnan
Christopher Kanan
449
10
0
23 May 2024
MaSS: Multi-attribute Selective Suppression for Utility-preserving Data Transformation from an Information-theoretic Perspective
Yizhuo Chen
Chun-Fu Chen
Hsiang Hsu
Shaohan Hu
Marco Pistoia
Tarek Abdelzaher
315
3
0
23 May 2024
AstroPT: Scaling Large Observation Models for Astronomy
Michael J. Smith
Ryan J. Roberts
E. Angeloudi
M. Huertas-Company
231
7
0
23 May 2024
WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models
Neural Information Processing Systems (NeurIPS), 2024
Peng Wang
Zexi Li
Ningyu Zhang
Ziwen Xu
Yunzhi Yao
Yong Jiang
Pengjun Xie
Fei Huang
Huajun Chen
KELM
CLL
304
58
0
23 May 2024
Efficiency for Free: Ideal Data Are Transportable Representations
Neural Information Processing Systems (NeurIPS), 2024
Peng Sun
Yi Jiang
Tao Lin
DD
378
2
0
23 May 2024
Leveraging Semantic Segmentation Masks with Embeddings for Fine-Grained Form Classification
International Workshop on Document Analysis Systems (DAS), 2024
Taylor Archibald
Tony R. Martinez
AI4TS
178
0
0
23 May 2024
Improved Canonicalization for Model Agnostic Equivariance
Siba Smarak Panigrahi
Arnab Kumar Mondal
175
8
0
23 May 2024
Capsule Network Projectors are Equivariant and Invariant Learners
Miles Everett
A. Durrant
Mingjun Zhong
Georgios Leontidis
SSL
3DPC
399
4
0
23 May 2024
AnomalyDINO: Boosting Patch-based Few-shot Anomaly Detection with DINOv2
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024
Simon Damm
M. Laszkiewicz
Johannes Lederer
Asja Fischer
328
32
0
23 May 2024
PhiNets: Brain-inspired Non-contrastive Learning Based on Temporal Prediction Hypothesis
International Conference on Learning Representations (ICLR), 2024
Satoki Ishikawa
Makoto Yamada
Han Bao
Yuki Takezawa
517
0
0
23 May 2024
Harmony: A Joint Self-Supervised and Weakly-Supervised Framework for Learning General Purpose Visual Representations
Mohammed Baharoon
Jonathan Klein
D. L. Michels
SSL
VLM
475
0
0
23 May 2024
Maximum Manifold Capacity Representations in State Representation Learning
Li Meng
Morten Goodwin
Anis Yazidi
P. Engelstad
330
0
0
22 May 2024
From CNNs to Transformers in Multimodal Human Action Recognition: A Survey
Muhammad Bilal Shaikh
Syed Mohammed Shamsul Islam
Douglas Chai
Naveed Akhtar
334
29
0
22 May 2024
A Label Propagation Strategy for CutMix in Multi-Label Remote Sensing Image Classification
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (IEEE JSTARS), 2024
Tom Burgert
Kai Norman Clasen
Kai Norman Clasen
Tim Siebert
Begüm Demir
446
2
0
22 May 2024
NERULA: A Dual-Pathway Self-Supervised Learning Framework for Electrocardiogram Signal Analysis
G. Manimaran
S. Puthusserypady
Helena Domínguez
A. Atienza
J. Bardram
247
3
0
21 May 2024
Unsupervised Multimodal Clustering for Semantics Discovery in Multimodal Utterances
Hanlei Zhang
Hua Xu
Fei Long
Xin Wang
Kai Gao
276
6
0
21 May 2024
BIMM: Brain Inspired Masked Modeling for Video Representation Learning
Zhifan Wan
Jie Zhang
Chang-bo Li
Shiguang Shan
241
0
0
21 May 2024
C3L: Content Correlated Vision-Language Instruction Tuning Data Generation via Contrastive Learning
Ji Ma
Wei Suo
Peng Wang
Yanning Zhang
VLM
313
0
0
21 May 2024
EmInspector: Combating Backdoor Attacks in Federated Self-Supervised Learning Through Embedding Inspection
Yuwen Qian
Shuchi Wu
Kang Wei
Ming Ding
Di Xiao
Tao Xiang
Chuan Ma
Song Guo
FedML
AAML
222
3
0
21 May 2024
EPL: Empirical Prototype Learning for Deep Face Recognition
Weijia Fan
Jiajun Wen
Xi Jia
Linlin Shen
Jiancan Zhou
Qiufu Li
VLM
247
3
0
21 May 2024
Efficient Model-Stealing Attacks Against Inductive Graph Neural Networks
Marcin Podhajski
Jan Dubiñski
Franziska Boenisch
Adam Dziedzic
Agnieszka Pregowska
Tomasz Michalak
246
4
0
20 May 2024
Adapting Large Multimodal Models to Distribution Shifts: The Role of In-Context Learning
Guanglin Zhou
Zhongyi Han
Shiming Chen
Erdun Gao
Liming Zhu
Salman Khan
Xin Gao
Lina Yao
VLM
252
7
0
20 May 2024
SEL-CIE: Knowledge-Guided Self-Supervised Learning Framework for CIE-XYZ Reconstruction from Non-Linear sRGB Images
Shir Barzel
Moshe Salhov
Ofir Lindenbaum
Amir Averbuch
179
1
0
20 May 2024
Previous
1
2
3
...
52
53
54
...
203
204
205
Next
