Novel Visual Category Discovery with Dual Ranking Statistics and Mutual Knowledge Distillation

7 July 2021

Papers citing "Novel Visual Category Discovery with Dual Ranking Statistics and Mutual Knowledge Distillation"

50 / 77 papers shown

Title
Proxy-Anchor and EVT-Driven Continual Learning Method for Generalized Category Discovery Alireza Fathalizadeh Roozbeh Razavi-Far CLL 36 0 0 11 Apr 2025
Hyperbolic Category Discovery Yuanpei Liu Zhenqi He Kai Han 26 0 0 08 Apr 2025
ProtoGCD: Unified and Unbiased Prototype Learning for Generalized Category Discovery Shijie Ma Fei Zhu Xu-Yao Zhang Cheng-Lin Liu 31 1 0 02 Apr 2025
When Domain Generalization meets Generalized Category Discovery: An Adaptive Task-Arithmetic Driven Approach Vaibhav Rathore S. Bagchi Saikat Dutta Sarthak Mehrotra Zsolt Kira Biplab Banerjee OOD 76 1 0 19 Mar 2025
Test-Time Discovery via Hashing Memory Fan Lyu Tianle Liu Z. Zhang Fuyuan Hu Liang Wang TTA 73 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 83 0 0 12 Mar 2025
Solving the Catastrophic Forgetting Problem in Generalized Category Discovery Xinzi Cao Xiawu Zheng G. Wang Weijiang Yu Yunhang Shen Ke Li Yutong Lu Yonghong Tian CLL 49 4 0 09 Jan 2025
GraphVL: Graph-Enhanced Semantic Modeling via Vision-Language Models for Generalized Class Discovery Bhupendra S. Solanki Ashwin Nair Mainak Singha Souradeep Mukhopadhyay Ankit Jha Biplab Banerjee VLM 31 1 0 04 Nov 2024
Composing Novel Classes: A Concept-Driven Approach to Generalized Category Discovery Chuyu Zhang Peiyan Gu Xueyang Yu Xuming He 30 0 0 17 Oct 2024
Happy: A Debiased Learning Framework for Continual Generalized Category Discovery Shijie Ma Fei Zhu Zhun Zhong Wenzhuo Liu Xu-Yao Zhang Cheng-Lin Liu CLL 42 6 0 09 Oct 2024
Flipped Classroom: Aligning Teacher Attention with Student in Generalized Category Discovery Haonan Lin Wenbin An Jiahao Wang Yan Chen Feng Tian Mengmeng Wang Guang Dai Qianying Wang Jingdong Wang 36 2 0 29 Sep 2024
Hierarchical novel class discovery for single-cell transcriptomic profiles Malek Senoussi Thierry Artières Paul Villoutreix 31 0 0 09 Sep 2024
SelEx: Self-Expertise in Fine-Grained Generalized Category Discovery Sarah Rastegar Mohammadreza Salehi Yuki M. Asano Hazel Doughty Cees G. M. Snoek 35 4 0 26 Aug 2024
Online Continuous Generalized Category Discovery Keon-Hee Park Hakyung Lee Kyungwoo Song Gyeong-Moon Park CLL BDL 34 0 0 24 Aug 2024
HiLo: A Learning Framework for Generalized Category Discovery Robust to Domain Shifts Hongjun Wang S. Vaze Kai Han 74 4 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 40 10 0 31 Jul 2024
Contextuality Helps Representation Learning for Generalized Category Discovery Tingzhang Luo Mingxuan Du Jiatao Shi Xinxiang Chen Bingchen Zhao Shaoguang Huang 52 4 0 29 Jul 2024
PromptCCD: Learning Gaussian Mixture Prompt Pool for Continual Category Discovery Fernando Julio Cendra Bingchen Zhao Kai Han VLM CLL 37 6 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 43 1 0 17 Jul 2024
Dual-level Adaptive Self-Labeling for Novel Class Discovery in Point Cloud Segmentation Ruijie Xu Chuyu Zhang Hui Ren Xuming He 3DPC 40 4 0 17 Jul 2024
Self-Cooperation Knowledge Distillation for Novel Class Discovery Yuzheng Wang Zhaoyu Chen Dingkang Yang Yunquan Sun Lizhe Qi 41 2 0 02 Jul 2024
Exclusive Style Removal for Cross Domain Novel Class Discovery Yicheng Wang Feng Liu Junmin Liu Zhen Fang Kai Sun 39 1 0 26 Jun 2024
Labeled Data Selection for Category Discovery Bingchen Zhao Nico Lang Serge J. Belongie Oisin Mac Aodha 34 3 0 07 Jun 2024
Towards Realistic Long-tailed Semi-supervised Learning in an Open World Yuanpeng He Lijian Li 31 0 0 23 May 2024
Novel Class Discovery for Ultra-Fine-Grained Visual Categorization Yu Liu Yaqi Cai Qi Jia Binglin Qiu Weimin Wang Nan Pu 37 5 0 10 May 2024
Beyond Known Clusters: Probe New Prototypes for Efficient Generalized Class Discovery Ye Wang Yaxiong Wang Yujiao Wu Bin Zhao Xueming Qian 39 2 0 13 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 38 2 0 08 Apr 2024
GLC++: Source-Free Universal Domain Adaptation through Global-Local Clustering and Contrastive Affinity Learning Sanqing Qu Tianpei Zou Florian Röhrbein Cewu Lu Guang Chen Dacheng Tao Changjun Jiang 37 3 0 21 Mar 2024
GET: Unlocking the Multi-modal Potential of CLIP for Generalized Category Discovery Enguang Wang Zhimao Peng Zhengyuan Xie Fei Yang Xialei Liu Ming-Ming Cheng 62 3 0 15 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 22 4 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 38 2 0 27 Feb 2024
Memory Consistency Guided Divide-and-Conquer Learning for Generalized Category Discovery Yuanpeng Tu Zhun Zhong Yuxi Li Hengshuang Zhao 38 0 0 24 Jan 2024
No Representation Rules Them All in Category Discovery S. Vaze Andrea Vedaldi Andrew Zisserman OOD 37 31 0 28 Nov 2023
A Practical Approach to Novel Class Discovery in Tabular Data Colin Troisemaine Alexandre Reiffers Stéphane Gosselin Vincent Lemaire Sandrine Vaton 37 1 0 09 Nov 2023
A Graph-Theoretic Framework for Understanding Open-World Semi-Supervised Learning Yiyou Sun Zhenmei Shi Yixuan Li OffRL 37 20 0 06 Nov 2023
Learn to Categorize or Categorize to Learn? Self-Coding for Generalized Category Discovery Sarah Rastegar Hazel Doughty Cees G. M. Snoek 33 15 0 30 Oct 2023
Reinforcement Learning Based Multi-modal Feature Fusion Network for Novel Class Discovery Qiang Li Qiuyang Ma Weizhi Nie Anan Liu OffRL 41 0 0 26 Aug 2023
OpenGCD: Assisting Open World Recognition with Generalized Category Discovery Fulin Gao Weimin Zhong Zhixing Cao Xin Peng Zhi Li 8 1 0 14 Aug 2023
When and How Does Known Class Help Discover Unknown Ones? Provable Understanding Through Spectral Analysis Yiyou Sun Zhenmei Shi Yingyu Liang Yixuan Li 37 19 0 09 Aug 2023
Proxy Anchor-based Unsupervised Learning for Continuous Generalized Category Discovery Hyungmin Kim Sungho Suh Daehwan Kim Daun Jeong Hansang Cho Junmo Kim CLL 33 11 0 20 Jul 2023
Class-relation Knowledge Distillation for Novel Class Discovery Peiyan Gu Chuyu Zhang Rui Xu Xuming He 34 16 0 18 Jul 2023
Supervised Knowledge May Hurt Novel Class Discovery Performance Ziyun Li Jona Otholt Ben Dai Diane Hu Christoph Meinel Haojin Yang 22 4 0 06 Jun 2023
Federated Generalized Category Discovery Nan Pu Zhun Zhong Xinyuan Ji N. Sebe FedML 28 13 0 23 May 2023
Long-Tailed Question Answering in an Open World Yinpei Dai Hao Lang Yinhe Zheng Fei Huang Yongbin Li VLM 29 7 0 11 May 2023
Learning Semi-supervised Gaussian Mixture Models for Generalized Category Discovery Bingchen Zhao Xin Wen Kai Han 33 46 0 10 May 2023
Incremental Generalized Category Discovery Bingchen Zhao Oisin Mac Aodha CLL 42 12 0 27 Apr 2023
CiPR: An Efficient Framework with Cross-instance Positive Relations for Generalized Category Discovery Shaozhe Hao Kai Han Kwan-Yee K. Wong 43 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
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
Novel Class Discovery: an Introduction and Key Concepts Colin Troisemaine V. Lemaire Stéphane Gosselin Alexandre Reiffers-Masson Joachim Flocon-Cholet Sandrine Vaton 40 21 0 22 Feb 2023