Learning to Discover Novel Visual Categories via Deep Transfer Clustering

IEEE International Conference on Computer Vision (ICCV), 2019

26 August 2019

Andrea Vedaldi

Papers citing "Learning to Discover Novel Visual Categories via Deep Transfer Clustering"

50 / 203 papers shown

Title
ProtoAnomalyNCD: Prototype Learning for Multi-class Novel Anomaly Discovery in Industrial Scenarios Botong Zhao Qijun Shi Shujing Lyu Yue Lu 117 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 64 0 0 05 Nov 2025
SEAL: Semantic-Aware Hierarchical Learning for Generalized Category Discovery Zhenqi He Yuanpei Liu Kai Han 127 1 0 21 Oct 2025
HIDISC: A Hyperbolic Framework for Domain Generalization with Generalized Category Discovery Vaibhav Rathore Divyam Gupta Biplab Banerjee 95 0 0 20 Oct 2025
Information Theory in Open-world Machine Learning Foundations, Frameworks, and Future Direction Lin Wang 172 0 0 17 Oct 2025
Generalized Fine-Grained Category Discovery with Multi-Granularity Conceptual Experts Haiyang Zheng Nan Pu Wenjing Li Andrii Zadaianchuk Zhun Zhong 68 0 0 30 Sep 2025
Category Discovery: An Open-World Perspective Zhenqi He Yuanpei Liu Kai Han 190 1 0 26 Sep 2025
PartCo: Part-Level Correspondence Priors Enhance Category Discovery Fernando Julio Cendra Kai Han 58 0 0 26 Sep 2025
How many classes do we need to see for novel class discovery? Akanksha Sarkar Been Kim Jennifer J. Sun 44 0 0 19 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 100 0 0 08 Sep 2025
Dimensionally Reduced Open-World Clustering: DROWCULA Erencem Ozbey Dimitrios I. Diochnos 72 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 90 0 0 01 Sep 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 165 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 56 0 0 25 Aug 2025
FaceGCD: Generalized Face Discovery via Dynamic Prefix Generation Yunseok Oh Dong-Wan Choi CVBM 123 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 123 2 0 18 Jul 2025
Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary EnhancementInternational Conference on Multimedia Retrieval (ICMR), 2025 Yunhan Ren Feng Luo Siyu Huang 198 0 0 20 Jun 2025
Generalized Category Discovery under the Long-Tailed Distribution Bingchen Zhao Kai Han 254 1 0 14 Jun 2025
Interpretable Text-Guided Image Clustering via Iterative Search Bingchen Zhao Oisin Mac Aodha 192 0 0 14 Jun 2025
Target Semantics Clustering via Text Representations for Robust Universal Domain AdaptationAAAI Conference on Artificial Intelligence (AAAI), 2025 Weinan He Zilei Wang Y. Zhang OOD 221 1 0 04 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 210 2 0 03 Jun 2025
Hyperbolic Category DiscoveryComputer Vision and Pattern Recognition (CVPR), 2025 Yuanpei Liu Zhenqi He Kai Han 295 6 0 08 Apr 2025
ProtoGCD: Unified and Unbiased Prototype Learning for Generalized Category DiscoveryIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025 Shijie Ma Fei Zhu Xu-Yao Zhang Cheng-Lin Liu 256 15 0 02 Apr 2025
When Domain Generalization meets Generalized Category Discovery: An Adaptive Task-Arithmetic Driven ApproachComputer Vision and Pattern Recognition (CVPR), 2025 Vaibhav Rathore S. Bagchi Saikat Dutta Sarthak Mehrotra Zsolt Kira Biplab Banerjee OOD 246 2 0 19 Mar 2025
Freeze and Cluster: A Simple Baseline for Rehearsal-Free Continual Category Discovery Chuyu Zhang Xueyang Yu Peiyan Gu Xuming He CLL 366 0 0 12 Mar 2025
Test-Time Discovery via Hashing Memory Fan Lyu Tianle Liu Zheng Zhang Fuyuan Hu Liang Wang TTA 194 0 0 12 Mar 2025
Solving the Catastrophic Forgetting Problem in Generalized Category DiscoveryComputer Vision and Pattern Recognition (CVPR), 2024 Xinzi Cao Xiawu Zheng G. Wang Weijiang Yu Chunjiang Ge Ke Li Yutong Lu Yonghong Tian CLL 367 19 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 270 1 0 21 Dec 2024
IntentGPT: Few-shot Intent Discovery with Large Language Models Juan A. Rodriguez Nicholas Botzer David Vazquez Christopher Pal M. Pedersoli I. Laradji VLM 370 8 0 16 Nov 2024
GraphVL: Graph-Enhanced Semantic Modeling via Vision-Language Models for Generalized Class DiscoveryIndian Conference on Computer Vision, Graphics & Image Processing (ICVGIP), 2024 Bhupendra S. Solanki Ashwin Nair Mainak Singha Souradeep Mukhopadhyay Ankit Jha Biplab Banerjee VLM 355 2 0 04 Nov 2024
OwMatch: Conditional Self-Labeling with Consistency for Open-World Semi-Supervised LearningNeural Information Processing Systems (NeurIPS), 2024 Shengjie Niu Lifan Lin Jian Huang Chao Wang 269 5 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 286 2 0 29 Oct 2024
Pseudo-Label Enhanced Prototypical Contrastive Learning for Uniformed Intent DiscoveryConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Yimin Deng Yuxia Wu Guoshuai Zhao Li Zhu Xueming Qian 216 1 0 26 Oct 2024
Prototypical Hash Encoding for On-the-Fly Fine-Grained Category DiscoveryNeural Information Processing Systems (NeurIPS), 2024 Haiyang Zheng Nan Pu Wenjing Li Andrii Zadaianchuk Zhun Zhong 182 6 0 24 Oct 2024
A Survey of Ontology Expansion for Conversational UnderstandingConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Jinggui Liang Yuxia Wu Yuan Fang Hao Fei Lizi Liao 300 6 0 19 Oct 2024
AnomalyNCD: Towards Novel Anomaly Class Discovery in Industrial ScenariosComputer Vision and Pattern Recognition (CVPR), 2024 Ziming Huang Xurui Li Haotian Liu Feng Xue Yuzhe Wang Yu Zhou 282 5 0 18 Oct 2024
Composing Novel Classes: A Concept-Driven Approach to Generalized Category Discovery Chuyu Zhang Peiyan Gu Xueyang Yu Xuming He 466 1 0 17 Oct 2024
Happy: A Debiased Learning Framework for Continual Generalized Category DiscoveryNeural Information Processing Systems (NeurIPS), 2024 Shijie Ma Fei Zhu Zhun Zhong Wenzhuo Liu Xu-Yao Zhang Cheng-Lin Liu CLL 236 14 0 09 Oct 2024
Learning to Discover Generalized Facial Expressions Tingzhang Luo Y. Liu Yuanyuan Liu Andi Zhang Xin Wang Chang Tang Zhe Chen 78 2 0 30 Sep 2024
Flipped Classroom: Aligning Teacher Attention with Student in Generalized Category DiscoveryNeural Information Processing Systems (NeurIPS), 2024 Haonan Lin Wenbin An Jiahao Wang Yan Chen Feng Tian Mengmeng Wang Guang Dai Qianying Wang Jingdong Wang 230 4 0 29 Sep 2024
SGC-VQGAN: Towards Complex Scene Representation via Semantic Guided Clustering Codebook C. Ding Chiyu Wang Boshi Liu Xi Guo Weixuan Tang Wei Wu 156 0 0 09 Sep 2024
Hierarchical novel class discovery for single-cell transcriptomic profiles Malek Senoussi Thierry Artières Paul Villoutreix 180 0 0 09 Sep 2024
SelEx: Self-Expertise in Fine-Grained Generalized Category DiscoveryEuropean Conference on Computer Vision (ECCV), 2024 Sarah Rastegar Mohammadreza Salehi Yuki M. Asano Hazel Doughty Cees G. M. Snoek 192 17 0 26 Aug 2024
Online Continuous Generalized Category DiscoveryEuropean Conference on Computer Vision (ECCV), 2024 Keon-Hee Park Hakyung Lee Kyungwoo Song Gyeong-Moon Park CLL BDL 249 4 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 231 1 0 19 Aug 2024
HiLo: A Learning Framework for Generalized Category Discovery Robust to Domain ShiftsInternational Conference on Learning Representations (ICLR), 2024 Hongjun Wang S. Vaze Kai Han 339 13 0 08 Aug 2024
Generalized Out-of-Distribution Detection and Beyond in Vision Language Model Era: A Survey Atsuyuki Miyai Jingkang Yang Jingyang Zhang Yifei Ming Sisir Dhakal ... Yixuan Li Hai "Helen" Li Ziwei Liu Toshihiko Yamasaki Kiyoharu Aizawa 287 27 0 31 Jul 2024
Contextuality Helps Representation Learning for Generalized Category DiscoveryInternational Conference on Information Photonics (ICIP), 2024 Tingzhang Luo Mingxuan Du Jiatao Shi Xinxiang Chen Bingchen Zhao Shaoguang Huang 184 15 0 29 Jul 2024
PromptCCD: Learning Gaussian Mixture Prompt Pool for Continual Category Discovery Fernando Julio Cendra Bingchen Zhao Kai Han VLM CLL 239 18 0 26 Jul 2024
Dual-level Adaptive Self-Labeling for Novel Class Discovery in Point Cloud Segmentation Ruijie Xu Chuyu Zhang Hui Ren Xuming He 3DPC 190 9 0 17 Jul 2024