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
Exploring Transformers for Open-world Instance SegmentationIEEE International Conference on Computer Vision (ICCV), 2023 Jiannan Wu Yi Jiang B. Yan Huchuan Lu Zehuan Yuan Ping Luo ViT 143 7 0 08 Aug 2023
Novel Class Discovery for Long-tailed Recognition Zhang Chuyu Rui Xu Xuming He 347 21 0 06 Aug 2023
Proxy Anchor-based Unsupervised Learning for Continuous Generalized Category DiscoveryIEEE International Conference on Computer Vision (ICCV), 2023 Hyungmin Kim Sungho Suh Daehwan Kim Daun Jeong Hansang Cho Junmo Kim CLL 255 24 0 20 Jul 2023
Class-relation Knowledge Distillation for Novel Class DiscoveryIEEE International Conference on Computer Vision (ICCV), 2023 Peiyan Gu Chuyu Zhang Rui Xu Xuming He 312 33 0 18 Jul 2023
Novel Categories Discovery Via Constraints on Empirical Prediction Statistics Zahid Hasan A. Faridee Masud Ahmed S. Purushotham H. Kwon Hyungtae Lee Nirmalya Roy 235 2 0 07 Jul 2023
An Interactive Interface for Novel Class Discovery in Tabular Data Colin Troisemaine Joachim Flocon-Cholet Stéphane Gosselin Alexandre Reiffers-Masson Sandrine Vaton V. Lemaire 118 3 0 22 Jun 2023
Supervised Knowledge May Hurt Novel Class Discovery Performance Ziyun Li Jona Otholt Ben Dai Diane Hu Christoph Meinel Haojin Yang 132 5 0 06 Jun 2023
DMS: Differentiable Mean Shift for Dataset Agnostic Task Specific Clustering Using Side Information Michael A. Hobley V. Prisacariu OOD 110 1 0 29 May 2023
Federated Generalized Category DiscoveryComputer Vision and Pattern Recognition (CVPR), 2023 Nan Pu Zhun Zhong Xinyuan Ji Andrii Zadaianchuk FedML 172 25 0 23 May 2023
Open-world Semi-supervised Novel Class DiscoveryInternational Joint Conference on Artificial Intelligence (IJCAI), 2023 Jiaming Liu Yangqiming Wang Tongze Zhang Yulu Fan Qinli Yang Junming Shao 162 27 0 22 May 2023
CLIP-GCD: Simple Language Guided Generalized Category Discovery Rabah Ouldnoughi Chia-Wen Kuo Z. Kira VLM 162 24 0 17 May 2023
Learning Semi-supervised Gaussian Mixture Models for Generalized Category DiscoveryIEEE International Conference on Computer Vision (ICCV), 2023 Bingchen Zhao Xin Wen Kai Han 171 87 0 10 May 2023
Towards Unbiased Training in Federated Open-world Semi-supervised LearningInternational Conference on Machine Learning (ICML), 2023 Jie Zhang Xiaosong Ma Song Guo Wenchao Xu FedML 213 10 0 01 May 2023
Incremental Generalized Category DiscoveryIEEE International Conference on Computer Vision (ICCV), 2023 Bingchen Zhao Oisin Mac Aodha CLL 277 28 0 27 Apr 2023
Open-World Continual Learning: Unifying Novelty Detection and Continual LearningArtificial Intelligence (AIJ), 2023 Gyuhak Kim Changnan Xiao Tatsuya Konishi Zixuan Ke Yinan Han CLL OODD 164 20 0 20 Apr 2023
Open-World Weakly-Supervised Object LocalizationPattern Recognition (Pattern Recogn.), 2023 Jinheng Xie Zhaochuan Luo Yuexiang Li Haozhe Liu Linlin Shen Mike Zheng Shou WSOL EDL 286 3 0 17 Apr 2023
A Clustering Framework for Unsupervised and Semi-supervised New Intent DiscoveryIEEE Transactions on Knowledge and Data Engineering (TKDE), 2023 Hanlei Zhang Huanlin Xu Xin Eric Wang Fei Long Kai Gao 351 18 0 16 Apr 2023
NEV-NCD: Negative Learning, Entropy, and Variance regularization based novel action categories discoveryInternational Conference on Information Photonics (ICIP), 2023 Zahid Hasan Masud Ahmed A. Faridee S. Purushotham H. Kwon Hyungtae Lee Nirmalya Roy 118 6 0 14 Apr 2023
CiPR: An Efficient Framework with Cross-instance Positive Relations for Generalized Category Discovery Shaozhe Hao Kai Han Kwan-Yee K. Wong 214 27 0 14 Apr 2023
MOST: Multiple Object localization with Self-supervised Transformers for object discoveryIEEE International Conference on Computer Vision (ICCV), 2023 Sai Saketh Rambhatla Ishan Misra Rama Chellappa Abhinav Shrivastava 245 18 0 11 Apr 2023
What's in a Name? Beyond Class Indices for Image Recognition Kai Han Yandong Li S. Vaze Jie Li Xuhui Jia VLM 184 11 0 05 Apr 2023
Dynamic Conceptional Contrastive Learning for Generalized Category DiscoveryComputer Vision and Pattern Recognition (CVPR), 2023 Nan Pu Zhun Zhong Andrii Zadaianchuk 179 115 0 30 Mar 2023
Large-scale Pre-trained Models are Surprisingly Strong in Incremental Novel Class DiscoveryInternational Conference on Pattern Recognition (ICPR), 2023 Mingxuan Liu Subhankar Roy Zhun Zhong Andrii Zadaianchuk Elisa Ricci CLL SSL 360 12 0 28 Mar 2023
Novel Class Discovery for 3D Point Cloud Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2023 Luigi Riz Cristiano Saltori Elisa Ricci Fabio Poiesi 3DPC 246 30 0 21 Mar 2023
Novel Class Discovery: an Introduction and Key Concepts Colin Troisemaine V. Lemaire Stéphane Gosselin Alexandre Reiffers-Masson Joachim Flocon-Cholet Sandrine Vaton 197 31 0 22 Feb 2023
Transferable Deep Metric Learning for ClusteringInternational Symposium on Intelligent Data Analysis (IDA), 2023 C. SimoAlami Rim Kaddah Jesse Read 118 0 0 13 Feb 2023
On Pseudo-Labeling for Class-Mismatch Semi-Supervised Learning Lu Han Han-Jia Ye De-Chuan Zhan 202 8 0 15 Jan 2023
PromptCAL: Contrastive Affinity Learning via Auxiliary Prompts for Generalized Novel Category DiscoveryComputer Vision and Pattern Recognition (CVPR), 2022 Shengxiang Zhang Salman Khan Zhiqiang Shen Muzammal Naseer Guangyi Chen Fahad Shahbaz Khan CLL VLM 191 106 0 11 Dec 2022
Parametric Information Maximization for Generalized Category DiscoveryIEEE International Conference on Computer Vision (ICCV), 2022 Florent Chiaroni Jose Dolz Imtiaz Masud Ziko A. Mitiche Ismail Ben Ayed 196 40 0 01 Dec 2022
Découvrir de nouvelles classes dans des données tabulairesEuropean Grid Conference (EGC), 2022 Colin Troisemaine Joachim Flocon-Cholet Stéphane Gosselin Sandrine Vaton Alexandre Reiffers-Masson Vincent Lemaire 106 0 0 28 Nov 2022
Generalized Category Discovery with Decoupled Prototypical NetworkAAAI Conference on Artificial Intelligence (AAAI), 2022 Wenbin An Feng Tian Qinghua Zheng Wei Ding Qianying Wang Ping Chen 293 58 0 28 Nov 2022
Parametric Classification for Generalized Category Discovery: A Baseline StudyIEEE International Conference on Computer Vision (ICCV), 2022 Xin Wen Bingchen Zhao Xiaojuan Qi 201 122 0 21 Nov 2022
Discovering New Intents Using Latent Variables Yunhua Zhou Peiju Liu Yuxin Wang Xipeng QIu 196 1 0 21 Oct 2022
Learning to Discover and Detect ObjectsNeural Information Processing Systems (NeurIPS), 2022 V. Fomenko Ismail Elezi Deva Ramanan Laura Leal-Taixé Aljosa Osep ObjD 215 13 0 19 Oct 2022
Fine-grained Category Discovery under Coarse-grained supervision with Hierarchical Weighted Self-contrastive LearningConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Wenbin An Feng Tian Ping Chen Siliang Tang Qinghua Zheng Qianying Wang 167 20 0 14 Oct 2022
Grow and Merge: A Unified Framework for Continuous Categories DiscoveryNeural Information Processing Systems (NeurIPS), 2022 Xinwei Zhang Jianwen Jiang Yutong Feng Zhi-Fan Wu Xibin Zhao Hai Wan Mingqian Tang Rong Jin Yue Gao CLL 192 43 0 09 Oct 2022
Modeling Inter-Class and Intra-Class Constraints in Novel Class DiscoveryComputer Vision and Pattern Recognition (CVPR), 2022 Wenbin Li Zhichen Fan Jing Huo Yang Gao 306 44 0 07 Oct 2022
A Closer Look at Novel Class Discovery from the Labeled Set Ziyun Li Jona Otholt Ben Dai Diane Hu Christoph Meinel Haojin Yang BDL 299 14 0 19 Sep 2022
RankFeat: Rank-1 Feature Removal for Out-of-distribution DetectionNeural Information Processing Systems (NeurIPS), 2022 Yue Song Andrii Zadaianchuk Wei Wang OODD 219 67 0 18 Sep 2022
A Method for Discovering Novel Classes in Tabular Data Colin Troisemaine Joachim Flocon-Cholet Stéphane Gosselin Sandrine Vaton Alexandre Reiffers-Masson V. Lemaire 209 8 0 02 Sep 2022
Semi-Supervised and Unsupervised Deep Visual Learning: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Yanbei Chen Goran Frehse Xiatian Zhu Zeynep Akata 287 160 0 24 Aug 2022
Cluster-to-adapt: Few Shot Domain Adaptation for Semantic Segmentation across Disjoint Labels Tarun Kalluri Manmohan Chandraker VLM 147 14 0 04 Aug 2022
OpenCon: Open-world Contrastive Learning Yiyou Sun Shouqing Yang VLM SSL DRL 292 51 0 04 Aug 2022
Automatically Discovering Novel Visual Categories with Self-supervised Prototype LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Lu Zhang Lu Qi Xu Yang Hong Qiao Ming-Hsuan Yang Zhiyong Liu SSL 154 9 0 01 Aug 2022
Novel Class Discovery without ForgettingEuropean Conference on Computer Vision (ECCV), 2022 K. J. Joseph S. Paul Gaurav Aggarwal Soma Biswas Piyush Rai Kai Han V. Balasubramanian CLL 230 53 0 21 Jul 2022
Class-incremental Novel Class DiscoveryEuropean Conference on Computer Vision (ECCV), 2022 Subhankar Roy Mingxuan Liu Zhun Zhong Andrii Zadaianchuk Elisa Ricci CLL 222 56 0 18 Jul 2022
Towards Realistic Semi-Supervised LearningEuropean Conference on Computer Vision (ECCV), 2022 Mamshad Nayeem Rizve Navid Kardan M. Shah 229 58 0 05 Jul 2022
OpenLDN: Learning to Discover Novel Classes for Open-World Semi-Supervised LearningEuropean Conference on Computer Vision (ECCV), 2022 Mamshad Nayeem Rizve Navid Kardan Salman Khan Fahad Shahbaz Khan M. Shah 203 65 0 05 Jul 2022
Mutual Information-guided Knowledge Transfer for Novel Class Discovery Chuyu Zhang Chuanyan Hu Ruijie Xu Zhitong Gao Qian He Xuming He 151 5 0 24 Jun 2022
New Intent Discovery with Pre-training and Contrastive LearningAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Yuwei Zhang Haode Zhang Li-Ming Zhan Albert Y.S. Lam Albert Y. S. Lam SSL VLM 309 50 0 25 May 2022