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2002.05714
Cited By
Automatically Discovering and Learning New Visual Categories with Ranking Statistics
International Conference on Learning Representations (ICLR), 2020
13 February 2020
Kai Han
Sylvestre-Alvise Rebuffi
Sébastien Ehrhardt
Andrea Vedaldi
Andrew Zisserman
SSL
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Papers citing
"Automatically Discovering and Learning New Visual Categories with Ranking Statistics"
50 / 125 papers shown
SEAL: Semantic-Aware Hierarchical Learning for Generalized Category Discovery
Zhenqi He
Yuanpei Liu
Kai Han
230
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21 Oct 2025
Information Theory in Open-world Machine Learning Foundations, Frameworks, and Future Direction
Lin Wang
320
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0
17 Oct 2025
PartCo: Part-Level Correspondence Priors Enhance Category Discovery
Fernando Julio Cendra
Kai Han
127
0
0
26 Sep 2025
Category Discovery: An Open-World Perspective
Zhenqi He
Yuanpei Liu
Kai Han
348
1
0
26 Sep 2025
Dimensionally Reduced Open-World Clustering: DROWCULA
Erencem Ozbey
Dimitrios I. Diochnos
227
0
0
08 Sep 2025
Novel Category Discovery with X-Agent Attention for Open-Vocabulary Semantic Segmentation
Jiahao Li
Yang Lu
Yachao Zhang
Fangyong Wang
Yuan Xie
Yanyun Qu
VLM
180
1
0
01 Sep 2025
Unsupervised Incremental Learning Using Confidence-Based Pseudo-Labels
Lucas Rakotoarivony
CLL
154
0
0
29 Aug 2025
What Can We Learn from Harry Potter? An Exploratory Study of Visual Representation Learning from Atypical Videos
Qiyue Sun
Qiming Huang
Yang Yang
Hongjun Wang
Jianbo Jiao
261
0
0
29 Aug 2025
Consistent Supervised-Unsupervised Alignment for Generalized Category Discovery
Jizhou Han
S. Wang
Yuhang He
Chenhao Ding
Qiang Wang
Xinyuan Gao
Songlin Dong
Yihong Gong
238
0
0
07 Jul 2025
Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement
International Conference on Multimedia Retrieval (ICMR), 2025
Yunhan Ren
Feng Luo
Siyu Huang
344
0
0
20 Jun 2025
Interpretable Text-Guided Image Clustering via Iterative Search
Bingchen Zhao
Oisin Mac Aodha
327
0
0
14 Jun 2025
Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization
Duo Liu
Zhiquan Tan
Linglan Zhao
Zhongqiang Zhang
Xiangzhong Fang
Weiran Huang
359
3
0
03 Jun 2025
Few-shot Novel Category Discovery
International Joint Conference on Artificial Intelligence (IJCAI), 2025
Chunming Li
Shidong Wang
Haofeng Zhang
289
0
0
13 May 2025
DATA: Multi-Disentanglement based Contrastive Learning for Open-World Semi-Supervised Deepfake Attribution
IEEE transactions on multimedia (TMM), 2025
Ming-Hui Liu
Xiao-Qian Liu
Xin Luo
Xin-Shun Xu
296
4
0
07 May 2025
Hyperbolic Category Discovery
Computer Vision and Pattern Recognition (CVPR), 2025
Yuanpei Liu
Zhenqi He
Kai Han
358
13
0
08 Apr 2025
ProtoGCD: Unified and Unbiased Prototype Learning for Generalized Category Discovery
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025
Shijie Ma
Fei Zhu
Xu-Yao Zhang
Cheng-Lin Liu
316
23
0
02 Apr 2025
When Domain Generalization meets Generalized Category Discovery: An Adaptive Task-Arithmetic Driven Approach
Computer Vision and Pattern Recognition (CVPR), 2025
Vaibhav Rathore
S. Bagchi
Saikat Dutta
Sarthak Mehrotra
Zsolt Kira
Biplab Banerjee
OOD
439
5
0
19 Mar 2025
Test-Time Discovery via Hashing Memory
Fan Lyu
Tianle Liu
Zheng Zhang
Fuyuan Hu
Liang Wang
TTA
339
0
0
12 Mar 2025
FathomVerse: A community science dataset for ocean animal discovery
Genevieve Patterson
Joost Daniels
Benjamin Woodward
K. Barnard
Giovanna Sainz
L. Lundsten
K. Katija
423
0
0
02 Dec 2024
Deep Active Learning in the Open World
Tian Xie
Jifan Zhang
Haoyue Bai
R. Nowak
VLM
925
7
0
10 Nov 2024
OwMatch: Conditional Self-Labeling with Consistency for Open-World Semi-Supervised Learning
Neural Information Processing Systems (NeurIPS), 2024
Shengjie Niu
Lifan Lin
Jian Huang
Chao Wang
428
6
0
04 Nov 2024
Flipped Classroom: Aligning Teacher Attention with Student in Generalized Category Discovery
Neural Information Processing Systems (NeurIPS), 2024
Haonan Lin
Wenbin An
Jiahao Wang
Yan Chen
Feng Tian
Mengmeng Wang
Guang Dai
Qianying Wang
Jingdong Wang
339
5
0
29 Sep 2024
Multimodal Generalized Category Discovery
Yuchang Su
Renping Zhou
Siyu Huang
Xingjian Li
Tianyang Wang
Ziyue Wang
Min Xu
364
6
0
18 Sep 2024
SelEx: Self-Expertise in Fine-Grained Generalized Category Discovery
European Conference on Computer Vision (ECCV), 2024
Sarah Rastegar
Mohammadreza Salehi
Yuki M. Asano
Hazel Doughty
Cees G. M. Snoek
279
26
0
26 Aug 2024
Online Continuous Generalized Category Discovery
European Conference on Computer Vision (ECCV), 2024
Keon-Hee Park
Hakyung Lee
Kyungwoo Song
Gyeong-Moon Park
CLL
BDL
360
8
0
24 Aug 2024
Exploiting Fine-Grained Prototype Distribution for Boosting Unsupervised Class Incremental Learning
Jiaming Liu
Hongyuan Liu
Zhili Qin
Wei Han
Yulu Fan
Qinli Yang
Junming Shao
CLL
316
1
0
19 Aug 2024
HiLo: A Learning Framework for Generalized Category Discovery Robust to Domain Shifts
International Conference on Learning Representations (ICLR), 2024
Hongjun Wang
S. Vaze
Kai Han
590
16
0
08 Aug 2024
PromptCCD: Learning Gaussian Mixture Prompt Pool for Continual Category Discovery
Fernando Julio Cendra
Bingchen Zhao
Kai Han
VLM
CLL
316
20
0
26 Jul 2024
Weighting Pseudo-Labels via High-Activation Feature Index Similarity and Object Detection for Semi-Supervised Segmentation
Prantik Howlader
Hieu M. Le
Dimitris Samaras
334
5
0
17 Jul 2024
Self-Cooperation Knowledge Distillation for Novel Class Discovery
Yuzheng Wang
Zhaoyu Chen
Dingkang Yang
Yunquan Sun
Lizhe Qi
442
5
0
02 Jul 2024
Labeled Data Selection for Category Discovery
European Conference on Computer Vision (ECCV), 2024
Bingchen Zhao
Nico Lang
Serge Belongie
Oisin Mac Aodha
393
4
0
07 Jun 2024
Towards Realistic Long-tailed Semi-supervised Learning in an Open World
Yuanpeng He
Lijian Li
361
0
0
23 May 2024
Prompt-Driven Feature Diffusion for Open-World Semi-Supervised Learning
Marzi Heidari
Hanping Zhang
Yuhong Guo
DiffM
223
0
0
17 Apr 2024
Vocabulary-free Image Classification and Semantic Segmentation
Alessandro Conti
Enrico Fini
Goran Frehse
Paolo Rota
Yiming Wang
Elisa Ricci
VLM
242
8
0
16 Apr 2024
Contrastive Mean-Shift Learning for Generalized Category Discovery
Sua Choi
Dahyun Kang
Minsu Cho
388
45
0
15 Apr 2024
CDAD-Net: Bridging Domain Gaps in Generalized Category Discovery
Sai Bhargav Rongali
Sarthak Mehrotra
Ankit Jha
C. MohamadHassanN
Shirsha Bose
Tanisha Gupta
Mainak Singha
Biplab Banerjee
364
11
0
08 Apr 2024
Open-World Semi-Supervised Learning for Node Classification
IEEE International Conference on Data Engineering (ICDE), 2024
Yanling Wang
Jing Zhang
Lingxi Zhang
Lixin Liu
Yuxiao Dong
Cuiping Li
Hong Chen
Hongzhi Yin
BDL
239
5
0
18 Mar 2024
GET: Unlocking the Multi-modal Potential of CLIP for Generalized Category Discovery
Computer Vision and Pattern Recognition (CVPR), 2024
Enguang Wang
Zhimao Peng
Zhengyuan Xie
Fei Yang
Xialei Liu
Ming-Ming Cheng
534
21
0
15 Mar 2024
Active Generalized Category Discovery
Shijie Ma
Fei Zhu
Zhun Zhong
Xu-Yao Zhang
Cheng-Lin Liu
275
41
0
07 Mar 2024
Adaptive Discovering and Merging for Incremental Novel Class Discovery
Guangyao Chen
Peixi Peng
Yangru Huang
Mengyue Geng
Yonghong Tian
CLL
MoMe
337
12
0
06 Mar 2024
Seeing Unseen: Discover Novel Biomedical Concepts via Geometry-Constrained Probabilistic Modeling
Jianan Fan
Dongnan Liu
Hang Chang
Heng-Chiao Huang
Mei Chen
Weidong Cai
355
10
0
02 Mar 2024
Debiased Novel Category Discovering and Localization
Juexiao Feng
Yuhong Yang
Yanchun Xie
Yaqian Li
Yandong Guo
Yuchen Guo
Yuwei He
Liuyu Xiang
Guiguang Ding
ObjD
311
10
0
29 Feb 2024
PANDAS: Prototype-based Novel Class Discovery and Detection
Tyler L. Hayes
César R. de Souza
Namil Kim
Jiwon Kim
Riccardo Volpi
Diane Larlus
ObjD
378
4
0
27 Feb 2024
Robust Semi-Supervised Learning for Self-learning Open-World Classes
Industrial Conference on Data Mining (IDM), 2023
Wenjuan Xi
Xin Song
Weili Guo
Yang Yang
300
17
0
15 Jan 2024
Text-Conditioned Resampler For Long Form Video Understanding
Bruno Korbar
Yongqin Xian
A. Tonioni
Andrew Zisserman
Federico Tombari
353
27
0
19 Dec 2023
No Representation Rules Them All in Category Discovery
Neural Information Processing Systems (NeurIPS), 2023
S. Vaze
Andrea Vedaldi
Andrew Zisserman
OOD
281
62
0
28 Nov 2023
Probing clustering in neural network representations
Thao Nguyen
Simon Kornblith
290
1
0
14 Nov 2023
Learn to Categorize or Categorize to Learn? Self-Coding for Generalized Category Discovery
Neural Information Processing Systems (NeurIPS), 2023
Sarah Rastegar
Hazel Doughty
Cees G. M. Snoek
517
41
0
30 Oct 2023
Generalized Category Discovery with Clustering Assignment Consistency
International Conference on Neural Information Processing (ICONIP), 2023
Xiangli Yang
Xinglin Pan
Irwin King
Zenglin Xu
187
6
0
30 Oct 2023
DNA: Denoised Neighborhood Aggregation for Fine-grained Category Discovery
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Wenbin An
Feng Tian
Wenkai Shi
Yan Chen
Qinghua Zheng
Qianying Wang
Ping Chen
366
5
0
16 Oct 2023
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