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Unsupervised Feature Learning via Non-Parametric Instance-level
  Discrimination

Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination

5 May 2018
Zhirong Wu
Yuanjun Xiong
Stella X. Yu
Dahua Lin
    SSL
ArXiv (abs)PDFHTML

Papers citing "Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination"

50 / 2,008 papers shown
Learning Efficient Coding of Natural Images with Maximum Manifold
  Capacity Representations
Learning Efficient Coding of Natural Images with Maximum Manifold Capacity Representations
T. Yerxa
Yilun Kuang
Eero P. Simoncelli
SueYeon Chung
304
0
0
06 Mar 2023
CoRTX: Contrastive Framework for Real-time Explanation
CoRTX: Contrastive Framework for Real-time ExplanationInternational Conference on Learning Representations (ICLR), 2023
Yu-Neng Chuang
Guanchu Wang
Fan Yang
Quan-Gen Zhou
Pushkar Tripathi
Xuanting Cai
Helen Zhou
260
26
0
05 Mar 2023
Multi-Symmetry Ensembles: Improving Diversity and Generalization via
  Opposing Symmetries
Multi-Symmetry Ensembles: Improving Diversity and Generalization via Opposing SymmetriesInternational Conference on Machine Learning (ICML), 2023
Charlotte Loh
Seung-Jun Han
Shivchander Sudalairaj
Rumen Dangovski
Kai Xu
F. Wenzel
Marin Soljacic
Akash Srivastava
UQCV
241
2
0
04 Mar 2023
Extended Agriculture-Vision: An Extension of a Large Aerial Image
  Dataset for Agricultural Pattern Analysis
Extended Agriculture-Vision: An Extension of a Large Aerial Image Dataset for Agricultural Pattern Analysis
Jing Wu
David Pichler
D. Marley
David Wilson
N. Hovakimyan
Jennifer Hobbs
198
28
0
04 Mar 2023
Open-Vocabulary Affordance Detection in 3D Point Clouds
Open-Vocabulary Affordance Detection in 3D Point CloudsIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2023
Toan Ngyen
Minh Nhat Vu
Annalies Vuong
Dzung Nguyen
T. Vo
Ngan Le
A. Nguyen
3DPC
467
47
0
04 Mar 2023
Self-Supervised Learning for Place Representation Generalization across
  Appearance Changes
Self-Supervised Learning for Place Representation Generalization across Appearance ChangesIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
M. A. Musallam
Vincent Gaudillière
Djamila Aouada
SSL
442
5
0
04 Mar 2023
Exploring Self-Supervised Representation Learning For Low-Resource
  Medical Image Analysis
Exploring Self-Supervised Representation Learning For Low-Resource Medical Image AnalysisInternational Conference on Information Photonics (ICIP), 2023
Soumitri Chattopadhyay
Soham Ganguly
Sreejit Chaudhury
Sayan Nag
S. Chattopadhyay
325
6
0
03 Mar 2023
Generalized Semantic Segmentation by Self-Supervised Source Domain
  Projection and Multi-Level Contrastive Learning
Generalized Semantic Segmentation by Self-Supervised Source Domain Projection and Multi-Level Contrastive LearningAAAI Conference on Artificial Intelligence (AAAI), 2023
Liwei Yang
Xiang Gu
Jian Sun
251
24
0
03 Mar 2023
Contrastive Hierarchical Clustering
Contrastive Hierarchical Clustering
Michal Znale'zniak
P. Rola
Patryk Kaszuba
Jacek Tabor
Marek Śmieja
194
10
0
03 Mar 2023
Hierarchical discriminative learning improves visual representations of
  biomedical microscopy
Hierarchical discriminative learning improves visual representations of biomedical microscopyComputer Vision and Pattern Recognition (CVPR), 2023
Cheng Jiang
X. Hou
A. Kondepudi
Asadur Chowdury
C. Freudiger
D. Orringer
Honglak Lee
Rui Feng
227
16
0
02 Mar 2023
Ego-Vehicle Action Recognition based on Semi-Supervised Contrastive
  Learning
Ego-Vehicle Action Recognition based on Semi-Supervised Contrastive LearningIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Chihiro Noguchi
Toshihiro Tanizawa
SSL
191
14
0
02 Mar 2023
Domain-aware Triplet loss in Domain Generalization
Domain-aware Triplet loss in Domain GeneralizationComputer Vision and Image Understanding (CVIU), 2023
Kai Guo
Brian C. Lovell
OOD
293
11
0
01 Mar 2023
Quality-aware Pre-trained Models for Blind Image Quality Assessment
Quality-aware Pre-trained Models for Blind Image Quality AssessmentComputer Vision and Pattern Recognition (CVPR), 2023
Kai Zhao
Kun Yuan
Ming-Ting Sun
Mading Li
Xingsen Wen
VLM
234
32
0
01 Mar 2023
Efficient Masked Autoencoders with Self-Consistency
Efficient Masked Autoencoders with Self-ConsistencyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Zhaowen Li
Yousong Zhu
Zhiyang Chen
Wei Li
Honghui Dong
Rui Zhao
Ming Tang
Jinqiao Wang
303
5
0
28 Feb 2023
CO-BED: Information-Theoretic Contextual Optimization via Bayesian
  Experimental Design
CO-BED: Information-Theoretic Contextual Optimization via Bayesian Experimental DesignInternational Conference on Machine Learning (ICML), 2023
Desi R. Ivanova
Joel Jennings
Tom Rainforth
Cheng Zhang
Adam Foster
344
4
0
27 Feb 2023
Improving Representational Continuity via Continued Pretraining
Improving Representational Continuity via Continued Pretraining
Michael Sun
Ananya Kumar
Divyam Madaan
Abigail Z. Jacobs
CLL
140
3
0
26 Feb 2023
An Iterative Classification and Semantic Segmentation Network for Old
  Landslide Detection Using High-Resolution Remote Sensing Images
An Iterative Classification and Semantic Segmentation Network for Old Landslide Detection Using High-Resolution Remote Sensing ImagesIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023
Ziling Lu
Yuexing Peng
W. Li
Junchuan Yu
D. Ge
Wei Xiang
71
26
0
24 Feb 2023
Learning Visual Representations via Language-Guided Sampling
Learning Visual Representations via Language-Guided SamplingComputer Vision and Pattern Recognition (CVPR), 2023
Mohamed El Banani
Karan Desai
Justin Johnson
SSLVLM
524
37
0
23 Feb 2023
A Comprehensive Survey on Source-free Domain Adaptation
A Comprehensive Survey on Source-free Domain AdaptationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Zhiqi Yu
Jingjing Li
Zhekai Du
Lei Zhu
Mengqi Li
TTA
470
223
0
23 Feb 2023
ACE: Zero-Shot Image to Image Translation via Pretrained
  Auto-Contrastive-Encoder
ACE: Zero-Shot Image to Image Translation via Pretrained Auto-Contrastive-Encoder
Sihan Xu
Zelong Jiang
Ruisi Liu
Kai-Lin Yang
Zhijie Huang
VLM
176
1
0
22 Feb 2023
Saliency Guided Contrastive Learning on Scene Images
Saliency Guided Contrastive Learning on Scene Images
Meilin Chen
Yizhou Wang
Weizhen He
Feng Zhu
Haiyang Yang
Mengwei He
Rui Zhao
Donglian Qi
Wanli Ouyang
SSL
259
2
0
22 Feb 2023
DMMG: Dual Min-Max Games for Self-Supervised Skeleton-Based Action
  Recognition
DMMG: Dual Min-Max Games for Self-Supervised Skeleton-Based Action RecognitionIEEE Transactions on Image Processing (IEEE TIP), 2023
S. Guan
Xin-Yi Yu
Wei Huang
Gengfa Fang
Haiyan Lu
292
16
0
22 Feb 2023
DrasCLR: A Self-supervised Framework of Learning Disease-related and
  Anatomy-specific Representation for 3D Medical Images
DrasCLR: A Self-supervised Framework of Learning Disease-related and Anatomy-specific Representation for 3D Medical Images
K. Yu
Li Sun
Junxiang Chen
Maxwell Reynolds
Tigmanshu Chaudhary
Kayhan Batmanghelich
411
2
0
21 Feb 2023
Unsupervised Learning on a DIET: Datum IndEx as Target Free of
  Self-Supervision, Reconstruction, Projector Head
Unsupervised Learning on a DIET: Datum IndEx as Target Free of Self-Supervision, Reconstruction, Projector Head
Randall Balestriero
361
6
0
20 Feb 2023
Neural Algorithmic Reasoning with Causal Regularisation
Neural Algorithmic Reasoning with Causal RegularisationInternational Conference on Machine Learning (ICML), 2023
Beatrice Bevilacqua
Kyriacos Nikiforou
Borja Ibarz
Ioana Bica
Michela Paganini
Charles Blundell
Jovana Mitrović
Petar Velivcković
OODCMLNAI
470
39
0
20 Feb 2023
Adversarial Contrastive Distillation with Adaptive Denoising
Adversarial Contrastive Distillation with Adaptive DenoisingIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Yuzheng Wang
Zhaoyu Chen
Dingkang Yang
Yang Liu
Siao Liu
Wenqiang Zhang
Lizhe Qi
290
24
0
17 Feb 2023
Find Beauty in the Rare: Contrastive Composition Feature Clustering for
  Nontrivial Cropping Box Regression
Find Beauty in the Rare: Contrastive Composition Feature Clustering for Nontrivial Cropping Box RegressionAAAI Conference on Artificial Intelligence (AAAI), 2023
Zhiyu Pan
Yinpeng Chen
Jiale Zhang
Hao Lu
Zhiguo Cao
Weicai Zhong
CoGe
218
11
0
17 Feb 2023
Audio-Visual Contrastive Learning with Temporal Self-Supervision
Audio-Visual Contrastive Learning with Temporal Self-SupervisionAAAI Conference on Artificial Intelligence (AAAI), 2023
Simon Jenni
Alexander Black
John Collomosse
SSL
230
24
0
15 Feb 2023
Correspondence-Free Domain Alignment for Unsupervised Cross-Domain Image
  Retrieval
Correspondence-Free Domain Alignment for Unsupervised Cross-Domain Image RetrievalAAAI Conference on Artificial Intelligence (AAAI), 2023
Xu Wang
Dezhong Peng
Ming Yan
Peng Hu
352
34
0
13 Feb 2023
Multispectral Contrastive Learning with Viewmaker Networks
Multispectral Contrastive Learning with Viewmaker Networks
Jasmine Bayrooti
Noah D. Goodman
Alex Tamkin
335
1
0
11 Feb 2023
Q-Match: Self-Supervised Learning by Matching Distributions Induced by a
  Queue
Q-Match: Self-Supervised Learning by Matching Distributions Induced by a QueueAsian Conference on Machine Learning (ACML), 2023
Thomas Mulc
Debidatta Dwibedi
SSL
167
0
0
10 Feb 2023
A Review of Predictive and Contrastive Self-supervised Learning for
  Medical Images
A Review of Predictive and Contrastive Self-supervised Learning for Medical ImagesMachine Intelligence Research (MIR), 2023
Wei-Chien Wang
Euijoon Ahn
Da-wei Feng
Jinman Kim
MedIm
712
42
0
10 Feb 2023
SimCGNN: Simple Contrastive Graph Neural Network for Session-based
  Recommendation
SimCGNN: Simple Contrastive Graph Neural Network for Session-based Recommendation
Yuan Cao
Xudong Zhang
Fan Zhang
Feifei Kou
Josiah Poon
Xiongnan Jin
Yongheng Wang
Jinpeng Chen
65
2
0
08 Feb 2023
Multi-view Feature Extraction based on Dual Contrastive Head
Multi-view Feature Extraction based on Dual Contrastive Head
Hongjie Zhang
156
1
0
08 Feb 2023
Delving Deep into Simplicity Bias for Long-Tailed Image Recognition
Delving Deep into Simplicity Bias for Long-Tailed Image Recognition
Xiu-Shen Wei
Xuhao Sun
Yang Shen
Anqi Xu
Peng Wang
Faen Zhang
289
4
0
07 Feb 2023
Evaluating Self-Supervised Learning via Risk Decomposition
Evaluating Self-Supervised Learning via Risk DecompositionInternational Conference on Machine Learning (ICML), 2023
Yann Dubois
Tatsunori Hashimoto
Abigail Z. Jacobs
308
10
0
06 Feb 2023
Contrast with Reconstruct: Contrastive 3D Representation Learning Guided
  by Generative Pretraining
Contrast with Reconstruct: Contrastive 3D Representation Learning Guided by Generative PretrainingInternational Conference on Machine Learning (ICML), 2023
Zekun Qi
Runpei Dong
Guo Fan
Zheng Ge
Xiangyu Zhang
Kaisheng Ma
Li Yi
466
200
0
05 Feb 2023
Spatiotemporal Decouple-and-Squeeze Contrastive Learning for
  Semi-Supervised Skeleton-based Action Recognition
Spatiotemporal Decouple-and-Squeeze Contrastive Learning for Semi-Supervised Skeleton-based Action RecognitionIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023
Binqian Xu
Xiangbo Shu
252
72
0
05 Feb 2023
MOMA:Distill from Self-Supervised Teachers
MOMA:Distill from Self-Supervised Teachers
Xingtai Lv
Nandakishor Desai
M. Palaniswami
292
6
0
04 Feb 2023
Self-Supervised In-Domain Representation Learning for Remote Sensing
  Image Scene Classification
Self-Supervised In-Domain Representation Learning for Remote Sensing Image Scene Classification
Ali Ghanbarzade
Hossein Soleimani
SSL
239
17
0
03 Feb 2023
Contrastive Learning with Consistent Representations
Contrastive Learning with Consistent Representations
Zihu Wang
Yu Wang
Hanbin Hu
Peng Li
CLL
379
9
0
03 Feb 2023
Hyperbolic Contrastive Learning
Hyperbolic Contrastive Learning
Yun Yue
Fangzhou Lin
Kazunori D Yamada
Ziming Zhang
SSL
387
23
0
02 Feb 2023
Energy-Inspired Self-Supervised Pretraining for Vision Models
Energy-Inspired Self-Supervised Pretraining for Vision ModelsInternational Conference on Learning Representations (ICLR), 2023
Ze Wang
Jiang Wang
Zicheng Liu
Qiang Qiu
299
10
0
02 Feb 2023
SimMTM: A Simple Pre-Training Framework for Masked Time-Series Modeling
SimMTM: A Simple Pre-Training Framework for Masked Time-Series ModelingNeural Information Processing Systems (NeurIPS), 2023
Jiaxiang Dong
Haixu Wu
Haoran Zhang
Li Zhang
Jianmin Wang
Mingsheng Long
AI4TS
574
158
0
02 Feb 2023
Leveraging Task Dependency and Contrastive Learning for Case Outcome
  Classification on European Court of Human Rights Cases
Leveraging Task Dependency and Contrastive Learning for Case Outcome Classification on European Court of Human Rights CasesConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023
Santosh T.Y.S.S
Santosh T.Y.S.S
Phillip Kemper
Matthias Grabmair
AILaw
352
18
0
01 Feb 2023
Adversarial Training of Self-supervised Monocular Depth Estimation
  against Physical-World Attacks
Adversarial Training of Self-supervised Monocular Depth Estimation against Physical-World AttacksInternational Conference on Learning Representations (ICLR), 2023
Zhiyuan Cheng
James Liang
Guanhong Tao
Dongfang Liu
Xiangyu Zhang
294
35
0
31 Jan 2023
Affinity Uncertainty-based Hard Negative Mining in Graph Contrastive
  Learning
Affinity Uncertainty-based Hard Negative Mining in Graph Contrastive LearningIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023
Chaoxi Niu
Guansong Pang
Ling-Hao Chen
274
18
0
31 Jan 2023
The Influences of Color and Shape Features in Visual Contrastive
  Learning
The Influences of Color and Shape Features in Visual Contrastive Learning
Xiao-qiong Zhuang
SSL
234
1
0
29 Jan 2023
A Closer Look at Few-shot Classification Again
A Closer Look at Few-shot Classification AgainInternational Conference on Machine Learning (ICML), 2023
Xu Luo
Hao Wu
Ji Zhang
Lianli Gao
Jing Xu
Jingkuan Song
306
77
0
28 Jan 2023
Deciphering the Projection Head: Representation Evaluation
  Self-supervised Learning
Deciphering the Projection Head: Representation Evaluation Self-supervised LearningInternational Joint Conference on Artificial Intelligence (IJCAI), 2023
Jiajun Ma
Tianyang Hu
Wei Cao
246
8
0
28 Jan 2023
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