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2201.02609
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Generalized Category Discovery
Computer Vision and Pattern Recognition (CVPR), 2022
7 January 2022
S. Vaze
Kai Han
Andrea Vedaldi
Andrew Zisserman
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Papers citing
"Generalized Category Discovery"
50 / 161 papers shown
ProtoAnomalyNCD: Prototype Learning for Multi-class Novel Anomaly Discovery in Industrial Scenarios
Botong Zhao
Qijun Shi
Shujing Lyu
Yue Lu
284
0
0
17 Nov 2025
Image-Intrinsic Priors for Integrated Circuit Defect Detection and Novel Class Discovery via Self-Supervised Learning
Botong.Zhao
Xubin.Wang
Shujing.Lyu
Yue.Lu
126
0
0
05 Nov 2025
Generalized Category Discovery under Domain Shift: A Frequency Domain Perspective
Wei Feng
Z. Ge
164
0
0
01 Nov 2025
SEAL: Semantic-Aware Hierarchical Learning for Generalized Category Discovery
Zhenqi He
Yuanpei Liu
Kai Han
239
2
0
21 Oct 2025
HIDISC: A Hyperbolic Framework for Domain Generalization with Generalized Category Discovery
Vaibhav Rathore
Divyam Gupta
Biplab Banerjee
167
2
0
20 Oct 2025
Hierarchical Generalized Category Discovery for Brain Tumor Classification in Digital Pathology
Matthias Perkonigg
Patrick Rockenschaub
Georg Göbel
Adelheid Wöhrer
210
0
0
03 Oct 2025
Generalized Fine-Grained Category Discovery with Multi-Granularity Conceptual Experts
Haiyang Zheng
Nan Pu
Wenjing Li
Andrii Zadaianchuk
Zhun Zhong
125
1
0
30 Sep 2025
Generalized Category Discovery in Hyperspectral Images via Prototype Subspace Modeling
Xianlu Li
Nicolas Nadisic
Haijin Zeng
Aleksandra Pižurica
124
0
0
28 Sep 2025
PartCo: Part-Level Correspondence Priors Enhance Category Discovery
Fernando Julio Cendra
Kai Han
136
0
0
26 Sep 2025
Category Discovery: An Open-World Perspective
Zhenqi He
Yuanpei Liu
Kai Han
357
1
0
26 Sep 2025
How many classes do we need to see for novel class discovery?
Akanksha Sarkar
Been Kim
Jennifer J. Sun
100
0
0
19 Sep 2025
Contrastive Learning with Enhanced Abstract Representations using Grouped Loss of Abstract Semantic Supervision
Omri Suissa
Muhiim Ali
Shengmai Chen
Yinuo Cai
Shekhar Pradhan
VLM
287
0
0
16 Sep 2025
Video-based Generalized Category Discovery via Memory-Guided Consistency-Aware Contrastive Learning
Zhang Jing
Pu Nan
Xie Yu Xiang
Guo Yanming
Lu Qianqi
Zou Shiwei
Yan Jie
Chen Yan
CLL
170
1
0
08 Sep 2025
Unsupervised Incremental Learning Using Confidence-Based Pseudo-Labels
Lucas Rakotoarivony
CLL
163
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
264
0
0
29 Aug 2025
Few-shot Unknown Class Discovery of Hyperspectral Images with Prototype Learning and Clustering
Chun Liu
Chen Zhang
Ruoyao Xiao
Zheng Li
Wei Yang
VLM
129
0
0
25 Aug 2025
Dissecting Generalized Category Discovery: Multiplex Consensus under Self-Deconstruction
Luyao Tang
Kunze Huang
Chaoqi Chen
Yuxuan Yuan
Chaofan Li
Xiaotong Tu
Xinghao Ding
Yue Huang
228
7
0
14 Aug 2025
OpenHAIV: A Framework Towards Practical Open-World Learning
Xiang Xiang
Yuwen Tan
Zhuo Xu
Jing Ma
Jiaxin Dai
Yifan Liang
Hanlin Li
CLL
VLM
214
0
0
10 Aug 2025
FaceGCD: Generalized Face Discovery via Dynamic Prefix Generation
Yunseok Oh
Dong-Wan Choi
CVBM
228
0
0
30 Jul 2025
A Hidden Stumbling Block in Generalized Category Discovery: Distracted Attention
Qiyu Xu
Zhanxuan Hu
Yu Duan
Ercheng Pei
Yonghang Tai
294
3
0
18 Jul 2025
Generalized Category Discovery under the Long-Tailed Distribution
Bingchen Zhao
Kai Han
382
1
0
14 Jun 2025
Interpretable Text-Guided Image Clustering via Iterative Search
Bingchen Zhao
Oisin Mac Aodha
333
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
380
3
0
03 Jun 2025
BioCLIP 2: Emergent Properties from Scaling Hierarchical Contrastive Learning
Zanming Huang
Samuel Stevens
Elizabeth G. Campolongo
Matthew J. Thompson
Net Zhang
...
Daniel Rubenstein
Hilmar Lapp
T. Berger-Wolf
Wei-Lun Chao
Yu-Chuan Su
VLM
279
32
0
29 May 2025
Generalized Category Discovery in Event-Centric Contexts: Latent Pattern Mining with LLMs
Yi Luo
Qiwen Wang
Junqi Yang
Luyao Tang
Zhenghao Lin
ZhenZhe Ying
Weiqiang Wang
Chen Lin
251
0
0
29 May 2025
AquaMonitor: A multimodal multi-view image sequence dataset for real-life aquatic invertebrate biodiversity monitoring
Mikko Impio
Philipp M. Rehsen
Tiina Laamanen
Arne J. Beermann
Florian Leese
Jenni Raitoharju
291
1
0
28 May 2025
Few-shot Novel Category Discovery
International Joint Conference on Artificial Intelligence (IJCAI), 2025
Chunming Li
Shidong Wang
Haofeng Zhang
292
0
0
13 May 2025
Efficient Vocabulary-Free Fine-Grained Visual Recognition in the Age of Multimodal LLMs
Hari Chandana Kuchibhotla
Sai Srinivas Kancheti
Abbavaram Gowtham Reddy
Vineeth N. Balasubramanian
477
1
0
02 May 2025
Proxy-Anchor and EVT-Driven Continual Learning Method for Generalized Category Discovery
Alireza Fathalizadeh
Roozbeh Razavi-Far
CLL
269
0
0
11 Apr 2025
Hyperbolic Category Discovery
Computer Vision and Pattern Recognition (CVPR), 2025
Yuanpei Liu
Zhenqi He
Kai Han
366
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
319
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
444
5
0
19 Mar 2025
Utilization of Neighbor Information for Image Classification with Different Levels of Supervision
Gihan Jayatilaka
Abhinav Shrivastava
M. Gwilliam
368
0
0
18 Mar 2025
MOS: Modeling Object-Scene Associations in Generalized Category Discovery
Computer Vision and Pattern Recognition (CVPR), 2025
Zhengyuan Peng
Jinpeng Ma
Zhimin Sun
Ran Yi
Haichuan Song
Xin Tan
Lizhuang Ma
526
8
0
15 Mar 2025
Test-Time Discovery via Hashing Memory
Fan Lyu
Tianle Liu
Zheng Zhang
Fuyuan Hu
Liang Wang
TTA
358
0
0
12 Mar 2025
Freeze and Cluster: A Simple Baseline for Rehearsal-Free Continual Category Discovery
Chuyu Zhang
Xueyang Yu
Peiyan Gu
Xuming He
CLL
454
0
0
12 Mar 2025
Joint Out-of-Distribution Filtering and Data Discovery Active Learning
Computer Vision and Pattern Recognition (CVPR), 2025
Sebastian Schmidt
Leonard Schenk
Leo Schwinn
Stephan Günnemann
463
10
0
04 Mar 2025
A Bayesian Nonparametric Perspective on Mahalanobis Distance for Out of Distribution Detection
Randolph Linderman
Yiran Chen
Scott W. Linderman
146
1
0
12 Feb 2025
BIOSCAN-5M: A Multimodal Dataset for Insect Biodiversity
Neural Information Processing Systems (NeurIPS), 2024
Zahra Gharaee
Joakim Bruslund Haurum
ZeMing Gong
Pablo Millán Arias
Nicholas Pellegrino
...
Lila Kari
Lila Kari
Graham W. Taylor
Paul Fieguth
Angel X. Chang
510
26
0
28 Jan 2025
Enhancing Novel Object Detection via Cooperative Foundational Models
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Rohit K Bharadwaj
Muzammal Naseer
Salman Khan
Fahad Shahbaz Khan
ObjD
VLM
928
4
0
17 Jan 2025
Solving the Catastrophic Forgetting Problem in Generalized Category Discovery
Computer Vision and Pattern Recognition (CVPR), 2024
Xinzi Cao
Xiawu Zheng
G. Wang
Weijiang Yu
Chunjiang Ge
Ke Li
Yutong Lu
Yonghong Tian
CLL
552
28
0
09 Jan 2025
Uncertainty Quantification in Continual Open-World Learning
Amanda Rios
I. Ndiour
Parual Datta
Jaroslaw Sydir
Omesh Tickoo
Nilesh A. Ahuja
BDL
452
1
0
21 Dec 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
450
6
0
04 Nov 2024
A Fresh Look at Generalized Category Discovery through Non-negative Matrix Factorization
Zhong Ji
Steve Yang
Jingren Liu
Yanwei Pang
Jungong Han
514
2
0
29 Oct 2024
AdaptGCD: Multi-Expert Adapter Tuning for Generalized Category Discovery
Yuxun Qu
Yongqiang Tang
Chenyang Zhang
Wensheng Zhang
600
2
0
29 Oct 2024
Prototypical Hash Encoding for On-the-Fly Fine-Grained Category Discovery
Neural Information Processing Systems (NeurIPS), 2024
Haiyang Zheng
Nan Pu
Wenjing Li
Andrii Zadaianchuk
Zhun Zhong
266
14
0
24 Oct 2024
AnomalyNCD: Towards Novel Anomaly Class Discovery in Industrial Scenarios
Computer Vision and Pattern Recognition (CVPR), 2024
Ziming Huang
Xurui Li
Haotian Liu
Feng Xue
Yuzhe Wang
Yu Zhou
447
9
0
18 Oct 2024
Composing Novel Classes: A Concept-Driven Approach to Generalized Category Discovery
Chuyu Zhang
Peiyan Gu
Xueyang Yu
Xuming He
725
1
0
17 Oct 2024
Happy: A Debiased Learning Framework for Continual Generalized Category Discovery
Neural Information Processing Systems (NeurIPS), 2024
Shijie Ma
Fei Zhu
Zhun Zhong
Wenzhuo Liu
Xu-Yao Zhang
Cheng-Lin Liu
CLL
384
19
0
09 Oct 2024
Organizing Unstructured Image Collections using Natural Language
Mingxuan Liu
Zhun Zhong
Jun Li
Gianni Franchi
Subhankar Roy
Elisa Ricci
VLM
866
10
0
07 Oct 2024
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