Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
2111.11821
Cited By
v1
v2 (latest)
Learning Representation for Clustering via Prototype Scattering and Positive Sampling
23 November 2021
Zhizhong Huang
Jie Chen
Junping Zhang
Hongming Shan
Re-assign community
ArXiv (abs)
PDF
HTML
Github (109★)
Papers citing
"Learning Representation for Clustering via Prototype Scattering and Positive Sampling"
49 / 49 papers shown
You Can Trust Your Clustering Model: A Parameter-free Self-Boosting Plug-in for Deep Clustering
Hanyang Li
Yuheng Jia
Hui Liu
Junhui Hou
137
1
0
26 Nov 2025
Unsupervised Image Classification with Adaptive Nearest Neighbor Selection and Cluster Ensembles
Melih Baydar
Emre Akbas
255
0
0
20 Nov 2025
SiamMM: A Mixture Model Perspective on Deep Unsupervised Learning
Xiaodong Wang
Jing Huang
Kevin J. Liang
SSL
531
0
0
07 Nov 2025
On the Provable Importance of Gradients for Language-Assisted Image Clustering
Bo Peng
Jie Lu
G. Zhang
Zhen Fang
VLM
243
1
0
18 Oct 2025
Action-Dynamics Modeling and Cross-Temporal Interaction for Online Action Understanding
Xinyu Yang
Zheheng Jiang
Feixiang Zhou
Yihang Zhu
Na Lv
Nan Xing
Huiyu Zhou
Huiyu Zhou
167
0
0
12 Oct 2025
Unsupervised Dynamic Feature Selection for Robust Latent Spaces in Vision Tasks
Bruno Corcuera
Carlos Eiras-Franco
Brais Cancela
153
0
0
02 Oct 2025
An Adaptor for Triggering Semi-Supervised Learning to Out-of-Box Serve Deep Image Clustering
IEEE Transactions on Image Processing (IEEE TIP), 2025
Yue Duan
Lei Qi
Yinghuan Shi
Yang Gao
313
1
0
25 Sep 2025
Generalizable Object Re-Identification via Visual In-Context Prompting
Zhizhong Huang
Xiaoming Liu
152
4
0
28 Aug 2025
Center-Oriented Prototype Contrastive Clustering
Shihao Dong
Xiaotong Zhou
Yuhui Zheng
Huiying Xu
Xinzhong Zhu
121
0
0
21 Aug 2025
Self-Enhanced Image Clustering with Cross-Modal Semantic Consistency
Zihan Li
Wei Sun
Jing Hu
Jianhua Yin
Yue Yu
Liqiang Nie
VLM
327
1
0
02 Aug 2025
Clustering via Self-Supervised Diffusion
Roy Uziel
Irit Chelly
Oren Freifeld
Ari Pakman
DiffM
300
3
0
06 Jul 2025
SP
2
^2
2
OT: Semantic-Regularized Progressive Partial Optimal Transport for Imbalanced Clustering
Chuyu Zhang
Hui Ren
Xuming He
OT
384
2
0
01 Jul 2025
Structural-Spectral Graph Convolution with Evidential Edge Learning for Hyperspectral Image Clustering
IEEE Transactions on Image Processing (IEEE TIP), 2025
Jianhan Qi
Yuheng Jia
Hui Liu
Junhui Hou
341
0
0
11 Jun 2025
Self-Supervised Traversability Learning with Online Prototype Adaptation for Off-Road Autonomous Driving
IEEE Robotics and Automation Letters (IEEE RA-L), 2025
Yafeng Bu
Zhenping Sun
Xiaohui Li
Jun Zeng
Xin Zhang
Hui Shen
337
3
0
16 Apr 2025
Reducing Class-wise Confusion for Incremental Learning with Disentangled Manifolds
Computer Vision and Pattern Recognition (CVPR), 2025
Huitong Chen
Yu Wang
Yan Fan
Guosong Jiang
Q. Hu
CLL
298
4
0
22 Mar 2025
Utilization of Neighbor Information for Image Classification with Different Levels of Supervision
Gihan Jayatilaka
Abhinav Shrivastava
M. Gwilliam
359
0
0
18 Mar 2025
Graph Probability Aggregation Clustering
Yuxuan Yan
Na Lu
Difei Mei
Ruofan Yan
Youtian Du
228
0
0
27 Feb 2025
Forget Vectors at Play: Universal Input Perturbations Driving Machine Unlearning in Image Classification
Changchang Sun
Ren Wang
Yihua Zhang
Jinghan Jia
Jiancheng Liu
Gaowen Liu
Sijia Liu
Yan Yan
AAML
MU
643
3
0
21 Dec 2024
Pseudo-Label Enhanced Prototypical Contrastive Learning for Uniformed Intent Discovery
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Yimin Deng
Yuxia Wu
Guoshuai Zhao
Li Zhu
Xueming Qian
303
1
0
26 Oct 2024
Dual-Level Cross-Modal Contrastive Clustering
Haixin Zhang
Yongjun Li
Dong Huang
VLM
407
0
0
06 Sep 2024
Contextuality Helps Representation Learning for Generalized Category Discovery
International Conference on Information Photonics (ICIP), 2024
Tingzhang Luo
Mingxuan Du
Jiatao Shi
Xinxiang Chen
Bingchen Zhao
Shaoguang Huang
250
15
0
29 Jul 2024
Flatness-aware Sequential Learning Generates Resilient Backdoors
Hoang Pham
The-Anh Ta
Anh Tran
Khoa D. Doan
FedML
AAML
262
1
0
20 Jul 2024
Deep Online Probability Aggregation Clustering
Yuxuan Yan
Na Lu
Ruofan Yan
355
2
0
07 Jul 2024
A Survey on Deep Clustering: From the Prior Perspective
Yiding Lu
Haobin Li
Yunfan Li
Yijie Lin
Xi Peng
424
23
0
28 Jun 2024
Unsupervised Few-Shot Continual Learning for Remote Sensing Image Scene Classification
M. A. Ma'sum
Mahardhika Pratama
Ramasamy Savitha
Lin Liu
Habibullah Habibullah
Ryszard Kowalczyk
CLL
323
5
0
04 Jun 2024
Deep Clustering with Self-Supervision using Pairwise Similarities
IEEE Access (IEEE Access), 2024
M. Sadeghi
Narges Armanfard
230
3
0
06 May 2024
Towards Calibrated Deep Clustering Network
Yuheng Jia
Jianhong Cheng
Hui Liu
Junhui Hou
UQCV
600
5
0
04 Mar 2024
Superpixel Graph Contrastive Clustering with Semantic-Invariant Augmentations for Hyperspectral Images
Jianhan Qi
Yuheng Jia
Hui Liu
Junhui Hou
355
12
0
04 Mar 2024
Rethinking cluster-conditioned diffusion models
Tim Kaiser
Nikolas Adaloglou
Félix D. P. Michels
M. Kollmann
VLM
310
5
0
01 Mar 2024
Deep Clustering with Diffused Sampling and Hardness-aware Self-distillation
Hai-Xin Zhang
Dong Huang
491
2
0
25 Jan 2024
Towards Efficient and Effective Deep Clustering with Dynamic Grouping and Prototype Aggregation
Hai-Xin Zhang
Dong Huang
236
0
0
24 Jan 2024
P
2
^2
2
OT: Progressive Partial Optimal Transport for Deep Imbalanced Clustering
International Conference on Learning Representations (ICLR), 2024
Chuyu Zhang
Hui Ren
Xuming He
344
12
0
17 Jan 2024
CEIR: Concept-based Explainable Image Representation Learning
Yan Cui
Shuhong Liu
Liuzhuozheng Li
Zhiyuan Yuan
SSL
VLM
235
5
0
17 Dec 2023
Contextually Affinitive Neighborhood Refinery for Deep Clustering
Neural Information Processing Systems (NeurIPS), 2023
Chunlin Yu
Ye-ling Shi
Jingya Wang
308
10
0
12 Dec 2023
MNN: Mixed Nearest-Neighbors for Self-Supervised Learning
Xianzhong Long
Chen Peng
Yun Li
SSL
263
0
0
01 Nov 2023
EASTER: Embedding Aggregation-based Heterogeneous Models Training in Vertical Federated Learning
Shuo Wang
Keke Gai
Jing Yu
Liehuang Zhu
Kim-Kwang Raymond Choo
Bin Xiao
FedML
321
0
0
20 Oct 2023
Image Clustering with External Guidance
International Conference on Machine Learning (ICML), 2023
Yunfan Li
Peng Hu
Dezhong Peng
Jiancheng Lv
Jianping Fan
Xi Peng
375
31
0
18 Oct 2023
Learning to Distill Global Representation for Sparse-View CT
IEEE International Conference on Computer Vision (ICCV), 2023
Zilong Li
Chenglong Ma
Jie Chen
Junping Zhang
Hongming Shan
359
22
0
16 Aug 2023
TEST: Text Prototype Aligned Embedding to Activate LLM's Ability for Time Series
International Conference on Learning Representations (ICLR), 2023
Chenxi Sun
Hongyan Li
Yaliang Li
linda Qiao
AI4TS
481
216
0
16 Aug 2023
Online Prototype Learning for Online Continual Learning
IEEE International Conference on Computer Vision (ICCV), 2023
Yujie Wei
Jiaxin Ye
Zhizhong Huang
Junping Zhang
Hongming Shan
CLL
OnRL
239
73
0
01 Aug 2023
NeuralFuse: Learning to Recover the Accuracy of Access-Limited Neural Network Inference in Low-Voltage Regimes
Neural Information Processing Systems (NeurIPS), 2023
Hao Sun
Lei Hsiung
Nandhini Chandramoorthy
Pin-Yu Chen
Tsung-Yi Ho
AAML
231
2
0
29 Jun 2023
DivClust: Controlling Diversity in Deep Clustering
Computer Vision and Pattern Recognition (CVPR), 2023
Ioannis Maniadis Metaxas
Georgios Tzimiropoulos
Ioannis Patras
340
31
0
03 Apr 2023
Exploring the Limits of Deep Image Clustering using Pretrained Models
British Machine Vision Conference (BMVC), 2023
Tim Kaiser
Félix D. P. Michels
Hamza Kalisch
M. Kollmann
VLM
400
41
0
31 Mar 2023
Efficient Masked Autoencoders with Self-Consistency
IEEE 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
309
5
0
28 Feb 2023
GEDI: GEnerative and DIscriminative Training for Self-Supervised Learning
Emanuele Sansone
Robin Manhaeve
SSL
470
9
0
27 Dec 2022
Retinex Image Enhancement Based on Sequential Decomposition With a Plug-and-Play Framework
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022
Tingting Wu
Wei Wu
Ying Yang
Fenglei Fan
T. Zeng
368
17
0
11 Oct 2022
A Comprehensive Survey on Deep Clustering: Taxonomy, Challenges, and Future Directions
ACM Computing Surveys (ACM CSUR), 2022
Sheng Zhou
Hongjia Xu
Zhuonan Zheng
Jiawei Chen
Zhao Li
Jiajun Bu
Jia Wu
Xin Eric Wang
Wenwu Zhu
Martin Ester
290
176
0
15 Jun 2022
Forget Less, Count Better: A Domain-Incremental Self-Distillation Learning Benchmark for Lifelong Crowd Counting
Frontiers of Information Technology & Electronic Engineering (FITEE), 2022
Jiaqi Gao
Jingqi Li
Hongming Shan
Yanyun Qu
Chao Guo
Fei-Yue Wang
Junping Zhang
216
24
0
06 May 2022
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments
Mathilde Caron
Ishan Misra
Julien Mairal
Priya Goyal
Piotr Bojanowski
Armand Joulin
OCL
SSL
1.4K
4,836
0
17 Jun 2020
1
Page 1 of 1