Generalized Category Discovery

7 January 2022

Andrea Vedaldi

Papers citing "Generalized Category Discovery"

35 / 135 papers shown

Title
Open-World Weakly-Supervised Object Localization Jinheng Xie Zhaochuan Luo Yuexiang Li Haozhe Liu Linlin Shen Mike Zheng Shou WSOL EDL 22 2 0 17 Apr 2023
A Clustering Framework for Unsupervised and Semi-supervised New Intent Discovery Hanlei Zhang Huanlin Xu Xin Eric Wang Fei Long Kai Gao 33 11 0 16 Apr 2023
NEV-NCD: Negative Learning, Entropy, and Variance regularization based novel action categories discovery Zahid Hasan Masud Ahmed A. Faridee S. Purushotham H. Kwon Hyungtae Lee Nirmalya Roy 13 2 0 14 Apr 2023
CiPR: An Efficient Framework with Cross-instance Positive Relations for Generalized Category Discovery Shaozhe Hao Kai Han Kwan-Yee Kenneth Wong 38 16 0 14 Apr 2023
What's in a Name? Beyond Class Indices for Image Recognition Kai Han Yandong Li S. Vaze Jie Li Xuhui Jia VLM 19 7 0 05 Apr 2023
Dynamic Conceptional Contrastive Learning for Generalized Category Discovery Nan Pu Zhun Zhong N. Sebe 16 60 0 30 Mar 2023
Large-scale Pre-trained Models are Surprisingly Strong in Incremental Novel Class Discovery Mingxuan Liu Subhankar Roy Zhun Zhong N. Sebe Elisa Ricci CLL SSL 34 10 0 28 Mar 2023
Zero-guidance Segmentation Using Zero Segment Labels Pitchaporn Rewatbowornwong Nattanat Chatthee E. Chuangsuwanich Supasorn Suwajanakorn VLM 25 11 0 23 Mar 2023
Novel Class Discovery for 3D Point Cloud Semantic Segmentation Luigi Riz Cristiano Saltori Elisa Ricci Fabio Poiesi 3DPC 24 19 0 21 Mar 2023
RoPAWS: Robust Semi-supervised Representation Learning from Uncurated Data Sangwoo Mo Jong-Chyi Su Chih-Yao Ma Mido Assran Ishan Misra Licheng Yu Sean Bell AI4TS 27 13 0 28 Feb 2023
Novel Class Discovery: an Introduction and Key Concepts Colin Troisemaine V. Lemaire Stéphane Gosselin Alexandre Reiffers-Masson Joachim Flocon-Cholet Sandrine Vaton 38 21 0 22 Feb 2023
Zero-Knowledge Zero-Shot Learning for Novel Visual Category Discovery Zhaonan Li Hongfu Liu VLM 11 3 0 09 Feb 2023
Neural Congealing: Aligning Images to a Joint Semantic Atlas Dolev Ofri-Amar Michal Geyer Yoni Kasten Tali Dekel 24 20 0 08 Feb 2023
PromptCAL: Contrastive Affinity Learning via Auxiliary Prompts for Generalized Novel Category Discovery Shengxiang Zhang Salman Khan Zhiqiang Shen Muzammal Naseer Guangyi Chen F. Khan CLL VLM 21 58 0 11 Dec 2022
Artificial Intelligence Security Competition (AISC) Yinpeng Dong Peng Chen Senyou Deng L. Lianji Yi Sun ... Zhichao Cui G. Liu Huafeng Shi K. Hu Meng Zhang 28 0 0 07 Dec 2022
Parametric Information Maximization for Generalized Category Discovery Florent Chiaroni Jose Dolz Imtiaz Masud Ziko A. Mitiche Ismail Ben Ayed 27 16 0 01 Dec 2022
Generalized Category Discovery with Decoupled Prototypical Network Wenbin An Feng Tian Qinghua Zheng Wei Ding Qianying Wang Ping Chen 34 44 0 28 Nov 2022
Parametric Classification for Generalized Category Discovery: A Baseline Study Xin Wen Bingchen Zhao Xiaojuan Qi 35 67 0 21 Nov 2022
Grow and Merge: A Unified Framework for Continuous Categories Discovery Xinwei Zhang Jianwen Jiang Yutong Feng Zhi-Fan Wu Xibin Zhao Hai Wan Mingqian Tang Rong Jin Yue Gao CLL 36 29 0 09 Oct 2022
Modeling Inter-Class and Intra-Class Constraints in Novel Class Discovery Wenbin Li Zhichen Fan Jing Huo Yang Gao 30 22 0 07 Oct 2022
OpenCon: Open-world Contrastive Learning Yiyou Sun Yixuan Li VLM SSL DRL 44 39 0 04 Aug 2022
Novel Class Discovery without Forgetting K. J. Joseph S. Paul Gaurav Aggarwal Soma Biswas Piyush Rai Kai Han V. Balasubramanian CLL 34 43 0 21 Jul 2022
Mutual Information-guided Knowledge Transfer for Novel Class Discovery Chuyu Zhang Chuanyan Hu Ruijie Xu Zhitong Gao Qian He Xuming He 18 4 0 24 Jun 2022
NovelCraft: A Dataset for Novelty Detection and Discovery in Open Worlds Patrick Feeney Sarah Schneider Panagiotis Lymperopoulos Liping Liu matthias. scheutz Michael C. Hughes Dept. of Computer Science 33 5 0 23 Jun 2022
Towards Open-Set Object Detection and Discovery Jiyang Zheng Weihao Li Jie Hong L. Petersson Nick Barnes ObjD 30 61 0 12 Apr 2022
Zero-Shot Category-Level Object Pose Estimation Walter Goodwin S. Vaze Ioannis Havoutis Ingmar Posner ViT 26 57 0 07 Apr 2022
Fusing Local Similarities for Retrieval-based 3D Orientation Estimation of Unseen Objects Chen Zhao Yinlin Hu Mathieu Salzmann 3DPC 17 21 0 16 Mar 2022
Deep ViT Features as Dense Visual Descriptors Shirzad Amir Yossi Gandelsman Shai Bagon Tali Dekel MDE ViT 36 272 0 10 Dec 2021
Generalized Out-of-Distribution Detection: A Survey Jingkang Yang Kaiyang Zhou Yixuan Li Ziwei Liu 185 877 0 21 Oct 2021
Open-Set Recognition: a Good Closed-Set Classifier is All You Need? S. Vaze Kai Han Andrea Vedaldi Andrew Zisserman BDL 169 404 0 12 Oct 2021
Open-Set Representation Learning through Combinatorial Embedding Geeho Kim Junoh Kang Bohyung Han 15 1 0 29 Jun 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 317 5,775 0 29 Apr 2021
Joint Representation Learning and Novel Category Discovery on Single- and Multi-modal Data Xu Jia Kai Han Yukun Zhu Bradley Green 147 57 0 26 Apr 2021
Conditional Gaussian Distribution Learning for Open Set Recognition Xin Sun Zhen Yang Chi Zhang Guohao Peng K. Ling BDL UQCV 155 216 0 19 Mar 2020
Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results Antti Tarvainen Harri Valpola OOD MoMe 261 1,275 0 06 Mar 2017