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2008.03813
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Unsupervised Feature Learning by Cross-Level Instance-Group Discrimination
Computer Vision and Pattern Recognition (CVPR), 2020
9 August 2020
Xudong Wang
Ziwei Liu
Stella X. Yu
SSL
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Papers citing
"Unsupervised Feature Learning by Cross-Level Instance-Group Discrimination"
48 / 48 papers shown
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Gene-DML: Dual-Pathway Multi-Level Discrimination for Gene Expression Prediction from Histopathology Images
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253
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19 Jul 2025
The Dynamic Duo of Collaborative Masking and Target for Advanced Masked Autoencoder Learning
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315
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23 Dec 2024
Visual Lexicon: Rich Image Features in Language Space
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Xudong Wang
Xingyi Zhou
Alireza Fathi
Trevor Darrell
Cordelia Schmid
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271
10
0
09 Dec 2024
Connecting Joint-Embedding Predictive Architecture with Contrastive Self-supervised Learning
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Shengbang Tong
407
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25 Oct 2024
Bridging Mini-Batch and Asymptotic Analysis in Contrastive Learning: From InfoNCE to Kernel-Based Losses
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Giorgos Bouritsas
Theodoros Giannakopoulos
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Yannis Panagakis
323
7
0
28 May 2024
Topic Modeling as Multi-Objective Contrastive Optimization
International Conference on Learning Representations (ICLR), 2024
Thong Nguyen
Xiaobao Wu
Xinshuai Dong
Cong-Duy Nguyen
See-Kiong Ng
Anh Tuan Luu
375
11
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12 Feb 2024
Rethinking Patch Dependence for Masked Autoencoders
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Long Lian
Renhao Wang
Baifeng Shi
Xudong Wang
Adam Yala
Trevor Darrell
Alexei A. Efros
Ken Goldberg
433
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Towards Efficient and Effective Deep Clustering with Dynamic Grouping and Prototype Aggregation
Hai-Xin Zhang
Dong Huang
248
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0
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Unsupervised Universal Image Segmentation
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Xudong Wang
Xinyang Han
Long Lian
Roei Herzig
Trevor Darrell
VLM
341
43
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28 Dec 2023
Revisiting Foreground and Background Separation in Weakly-supervised Temporal Action Localization: A Clustering-based Approach
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Zilei Wang
Shenghai Rong
Junjie Li
Y. Zhang
417
18
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21 Dec 2023
Exploring Data Augmentations on Self-/Semi-/Fully- Supervised Pre-trained Models
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Zhun Sun
Chao Li
168
2
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28 Oct 2023
VideoCutLER: Surprisingly Simple Unsupervised Video Instance Segmentation
Computer Vision and Pattern Recognition (CVPR), 2023
Xudong Wang
Ishan Misra
Ziyun Zeng
Rohit Girdhar
Trevor Darrell
253
37
0
28 Aug 2023
Subclass-balancing Contrastive Learning for Long-tailed Recognition
IEEE International Conference on Computer Vision (ICCV), 2023
Chengkai Hou
Jieyu Zhang
Hong Wang
Wanrong Zhu
282
49
0
28 Jun 2023
FLSL: Feature-level Self-supervised Learning
Neural Information Processing Systems (NeurIPS), 2023
Qing Su
Anton Netchaev
Hai Helen Li
Shihao Ji
497
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09 Jun 2023
SSL-CPCD: Self-supervised learning with composite pretext-class discrimination for improved generalisability in endoscopic image analysis
IEEE Transactions on Medical Imaging (TMI), 2023
Ziang Xu
J. Rittscher
Sharib Ali
355
12
0
31 May 2023
MaskCon: Masked Contrastive Learning for Coarse-Labelled Dataset
Computer Vision and Pattern Recognition (CVPR), 2023
Chen Feng
Ioannis Patras
284
22
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22 Mar 2023
Continuous Learning for Android Malware Detection
USENIX Security Symposium (USENIX Security), 2023
Yizheng Chen
Zhoujie Ding
David Wagner
463
75
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08 Feb 2023
Cut and Learn for Unsupervised Object Detection and Instance Segmentation
Computer Vision and Pattern Recognition (CVPR), 2023
Xudong Wang
Rohit Girdhar
Stella X. Yu
Ishan Misra
VLM
343
257
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26 Jan 2023
Semi-supervised Fashion Compatibility Prediction by Color Distortion Prediction
L. Xiao
T. Yamasaki
259
1
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27 Dec 2022
MHCCL: Masked Hierarchical Cluster-Wise Contrastive Learning for Multivariate Time Series
AAAI Conference on Artificial Intelligence (AAAI), 2022
Qianwen Meng
Hangwei Qian
Yong Liu
Li-zhen Cui
Yonghui Xu
Zhiqi Shen
AI4TS
482
53
0
02 Dec 2022
Boosting Novel Category Discovery Over Domains with Soft Contrastive Learning and All-in-One Classifier
IEEE International Conference on Computer Vision (ICCV), 2022
Z. Zang
Lei Shang
Senqiao Yang
Haiwei Yang
Baigui Sun
Xuansong Xie
Stan Z. Li
474
30
0
21 Nov 2022
Self-supervised remote sensing feature learning: Learning Paradigms, Challenges, and Future Works
IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022
Chao Tao
Ji Qi
Mingning Guo
Qing Zhu
Haifeng Li
SSL
302
86
0
15 Nov 2022
Rare Wildlife Recognition with Self-Supervised Representation Learning
Xiaochen Zheng
SSL
225
2
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29 Oct 2022
Twin Contrastive Learning for Online Clustering
International Journal of Computer Vision (IJCV), 2022
Yunfan Li
Mouxing Yang
Dezhong Peng
Taihao Li
Jian-Tao Huang
Xiaocui Peng
349
152
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21 Oct 2022
Rethinking Prototypical Contrastive Learning through Alignment, Uniformity and Correlation
British Machine Vision Conference (BMVC), 2022
Shentong Mo
Zhun Sun
Chao Li
153
13
0
18 Oct 2022
Multi-Granularity Cross-modal Alignment for Generalized Medical Visual Representation Learning
Neural Information Processing Systems (NeurIPS), 2022
Fuying Wang
Yuyin Zhou
Shujun Wang
V. Vardhanabhuti
Lequan Yu
378
244
0
12 Oct 2022
Learning Hierarchical Image Segmentation For Recognition and By Recognition
International Conference on Learning Representations (ICLR), 2022
Tsung-Wei Ke
Sangwoo Mo
Stella X. Yu
VLM
607
20
0
01 Oct 2022
Multimodal contrastive learning for remote sensing tasks
Umang Jain
Alex Wilson
Varun Gulshan
SSL
323
31
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06 Sep 2022
Automatically Discovering Novel Visual Categories with Self-supervised Prototype Learning
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Lu Zhang
Lu Qi
Xu Yang
Hong Qiao
Ming-Hsuan Yang
Zhiyong Liu
SSL
252
9
0
01 Aug 2022
Deep Image Clustering with Contrastive Learning and Multi-scale Graph Convolutional Networks
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Yuan Xu
Dong Huang
Changdong Wang
Jianhuang Lai
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294
36
0
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Unsupervised Visual Representation Learning by Synchronous Momentum Grouping
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Bo Pang
Yifan Zhang
Yaoyi Li
Jia Cai
Cewu Lu
SSL
270
37
0
13 Jul 2022
Few-Max: Few-Shot Domain Adaptation for Unsupervised Contrastive Representation Learning
Ali Lotfi-Rezaabad
Sidharth Kumar
S. Vishwanath
Jonathan I. Tamir
SSL
178
1
0
21 Jun 2022
DeepCluE: Enhanced Image Clustering via Multi-layer Ensembles in Deep Neural Networks
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Ding Chen
Xiang Chen
Changdong Wang
Jianhuang Lai
325
4
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Unsupervised Hierarchical Semantic Segmentation with Multiview Cosegmentation and Clustering Transformers
Computer Vision and Pattern Recognition (CVPR), 2022
Tsung-Wei Ke
Jyh-Jing Hwang
Yunhui Guo
Xudong Wang
Stella X. Yu
254
58
0
25 Apr 2022
Revisiting a kNN-based Image Classification System with High-capacity Storage
European Conference on Computer Vision (ECCV), 2022
K. Nakata
Youyang Ng
Daisuke Miyashita
A. Maki
Yu Lin
J. Deguchi
295
32
0
03 Apr 2022
Weak Augmentation Guided Relational Self-Supervised Learning
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Mingkai Zheng
Shan You
Fei Wang
Chao Qian
Changshui Zhang
Xiaogang Wang
Chang Xu
378
6
0
16 Mar 2022
Energy-Based Contrastive Learning of Visual Representations
Neural Information Processing Systems (NeurIPS), 2022
Beomsu Kim
Jong Chul Ye
357
23
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10 Feb 2022
HCSC: Hierarchical Contrastive Selective Coding
Computer Vision and Pattern Recognition (CVPR), 2022
Yuanfan Guo
Minghao Xu
Jiawen Li
Bingbing Ni
Xuanyu Zhu
Zhenbang Sun
Yi Tian Xu
408
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Debiased Learning from Naturally Imbalanced Pseudo-Labels
Computer Vision and Pattern Recognition (CVPR), 2022
Xudong Wang
Zhi-Li Wu
Long Lian
Stella X. Yu
369
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Constrained Mean Shift Using Distant Yet Related Neighbors for Representation Learning
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Soroush Abbasi Koohpayegani
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Kossar Pourahmadi
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315
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Learning Representation for Clustering via Prototype Scattering and Positive Sampling
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217
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Unsupervised Selective Labeling for More Effective Semi-Supervised Learning
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Self-Supervised Pretraining and Controlled Augmentation Improve Rare Wildlife Recognition in UAV Images
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160
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