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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 / 2,003 papers shown
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
410
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
228
5
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
194
20
0
03 Mar 2023
Contrastive Hierarchical Clustering
Contrastive Hierarchical Clustering
Michal Znale'zniak
P. Rola
Patryk Kaszuba
Jacek Tabor
Marek Śmieja
170
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
216
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
169
13
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
266
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
204
27
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
270
4
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
314
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
108
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
63
22
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
407
36
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
379
198
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
137
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
241
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
280
15
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
364
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
308
4
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
418
37
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
190
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
177
8
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
209
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
318
30
0
13 Feb 2023
Multispectral Contrastive Learning with Viewmaker Networks
Multispectral Contrastive Learning with Viewmaker Networks
Jasmine Bayrooti
Noah D. Goodman
Alex Tamkin
258
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
143
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
600
38
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
56
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
140
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
249
3
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
285
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
404
191
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
226
72
0
05 Feb 2023
MOMA:Distill from Self-Supervised Teachers
MOMA:Distill from Self-Supervised Teachers
Xingtai Lv
Nandakishor Desai
M. Palaniswami
254
5
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
176
15
0
03 Feb 2023
Contrastive Learning with Consistent Representations
Contrastive Learning with Consistent Representations
Zihu Wang
Yu Wang
Hanbin Hu
Peng Li
CLL
312
9
0
03 Feb 2023
Hyperbolic Contrastive Learning
Hyperbolic Contrastive Learning
Yun Yue
Fangzhou Lin
Kazunori D Yamada
Ziming Zhang
SSL
363
22
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
261
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
485
146
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
324
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
262
33
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
228
17
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
206
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
267
71
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
220
8
0
28 Jan 2023
Unbiased and Efficient Self-Supervised Incremental Contrastive Learning
Unbiased and Efficient Self-Supervised Incremental Contrastive LearningWeb Search and Data Mining (WSDM), 2023
Cheng Ji
Jianxin Li
Hao Peng
Hongzhi Zhang
Xingcheng Fu
Qingyun Sun
Phillip S. Yu
SSLCLL
161
5
0
28 Jan 2023
Bayesian Self-Supervised Contrastive Learning
Bayesian Self-Supervised Contrastive Learning
B. Liu
Bang-wei Wang
Tianrui Li
SSLBDL
389
4
0
27 Jan 2023
Skeleton-based Action Recognition through Contrasting Two-Stream
  Spatial-Temporal Networks
Skeleton-based Action Recognition through Contrasting Two-Stream Spatial-Temporal NetworksIEEE transactions on multimedia (IEEE TMM), 2023
Chen Pang
Xuequan Lu
Lei Lyu
260
34
0
27 Jan 2023
Cross-domain recommendation via user interest alignment
Cross-domain recommendation via user interest alignmentThe Web Conference (WWW), 2023
Chuang Zhao
Hongke Zhao
Ming He
Jian Zhang
Jianping Fan
184
102
0
26 Jan 2023
Cut and Learn for Unsupervised Object Detection and Instance
  Segmentation
Cut and Learn for Unsupervised Object Detection and Instance SegmentationComputer Vision and Pattern Recognition (CVPR), 2023
Xudong Wang
Rohit Girdhar
Stella X. Yu
Ishan Misra
VLM
299
241
0
26 Jan 2023
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