A Unified Objective for Novel Class Discovery

19 August 2021

Papers citing "A Unified Objective for Novel Class Discovery"

50 / 106 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 37 1 0 02 Apr 2025
Utilization of Neighbor Information for Image Classification with Different Levels of Supervision Gihan Jayatilaka Abhinav Shrivastava M. Gwilliam 64 0 0 18 Mar 2025
MOS: Modeling Object-Scene Associations in Generalized Category Discovery Zhengyuan Peng Jinpeng Ma Zhimin Sun Ran Yi Haichuan Song Xin Tan Lizhuang Ma 56 0 0 15 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
Generalized Class Discovery in Instance Segmentation Cuong Manh Hoang Yeejin Lee Byeongkeun Kang ISeg 92 0 0 12 Feb 2025
Enhancing Novel Object Detection via Cooperative Foundational Models Rohit K Bharadwaj Muzammal Naseer Salman Khan F. Khan ObjD VLM 160 1 0 17 Jan 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 52 4 0 09 Jan 2025
Deep Active Learning in the Open World Tian Xie Jifan Zhang Haoyue Bai R. Nowak VLM 149 1 0 10 Nov 2024
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
OwMatch: Conditional Self-Labeling with Consistency for Open-World Semi-Supervised Learning Shengjie Niu Lifan Lin Jian Huang Chao Wang 29 0 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 36 0 0 29 Oct 2024
AdaptGCD: Multi-Expert Adapter Tuning for Generalized Category Discovery Yuxun Qu Yongqiang Tang Chenyang Zhang Wensheng Zhang 28 0 0 29 Oct 2024
Prototypical Hash Encoding for On-the-Fly Fine-Grained Category Discovery Haiyang Zheng Nan Pu Wenjing Li N. Sebe Zhun Zhong 26 2 0 24 Oct 2024
AnomalyNCD: Towards Novel Anomaly Class Discovery in Industrial Scenarios Ziming Huang Xurui Li Haotian Liu Feng Xue Yuzhe Wang Yu Zhou 37 0 0 18 Oct 2024
Composing Novel Classes: A Concept-Driven Approach to Generalized Category Discovery Chuyu Zhang Peiyan Gu Xueyang Yu Xuming He 32 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 39 2 0 29 Sep 2024
SelEx: Self-Expertise in Fine-Grained Generalized Category Discovery Sarah Rastegar Mohammadreza Salehi Yuki M. Asano Hazel Doughty Cees G. M. Snoek 38 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
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 51 1 0 19 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
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 43 6 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 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 42 1 0 26 Jun 2024
Unseen Object Reasoning with Shared Appearance Cues Paridhi Singh Arun C. S. Kumar OCL 36 0 0 21 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
Continual Novel Class Discovery via Feature Enhancement and Adaptation Yifan Yu Shaokun Wang Yuhang He Junzhe Chen Yihong Gong CLL 40 1 0 10 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
Prompt-Driven Feature Diffusion for Open-World Semi-Supervised Learning Marzi Heidari Hanping Zhang Yuhong Guo DiffM 36 0 0 17 Apr 2024
Contrastive Mean-Shift Learning for Generalized Category Discovery Sua Choi Dahyun Kang Minsu Cho 29 10 0 15 Apr 2024
Beyond Known Clusters: Probe New Prototypes for Efficient Generalized Class Discovery Ye Wang Yaxiong Wang Yujiao Wu Bin Zhao Xueming Qian 42 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
YOLOOC: YOLO-based Open-Class Incremental Object Detection with Novel Class Discovery Qian Wan Xiang Xiang Qinhao Zhou ObjD 33 0 0 30 Mar 2024
AIDE: An Automatic Data Engine for Object Detection in Autonomous Driving Mingfu Liang Jong-Chyi Su S. Schulter Sparsh Garg Shiyu Zhao Ying Nian Wu Manmohan Chandraker VLM 52 14 0 26 Mar 2024
New Intent Discovery with Attracting and Dispersing Prototype Shun Zhang Jian Yang Jiaqi Bai Chaoran Yan Tongliang Li Zhao Yan Zhoujun Li 49 4 0 25 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
Active Generalized Category Discovery Shijie Ma Fei Zhu Zhun Zhong Xu-Yao Zhang Cheng-Lin Liu 37 13 0 07 Mar 2024
Adaptive Discovering and Merging for Incremental Novel Class Discovery Guangyao Chen Peixi Peng Yangru Huang Mengyue Geng Yonghong Tian CLL MoMe 35 9 0 06 Mar 2024
Seeing Unseen: Discover Novel Biomedical Concepts via Geometry-Constrained Probabilistic Modeling Jianan Fan Dongnan Liu Hang Chang Heng-Chiao Huang Mei Chen Weidong Cai 43 5 0 02 Mar 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 41 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
Revisiting Foreground and Background Separation in Weakly-supervised Temporal Action Localization: A Clustering-based Approach Qinying Liu Zilei Wang Shenghai Rong Junjie Li Y. Zhang 19 11 0 21 Dec 2023
CSOT: Curriculum and Structure-Aware Optimal Transport for Learning with Noisy Labels Wanxing Chang Ye-ling Shi Jingya Wang OT 38 12 0 11 Dec 2023
Novel class discovery meets foundation models for 3D semantic segmentation Luigi Riz Cristiano Saltori Yiming Wang Elisa Ricci Fabio Poiesi 3DPC 39 0 0 06 Dec 2023
ImbaGCD: Imbalanced Generalized Category Discovery Ziyun Li Ben Dai Furkan Simsek Christoph Meinel Haojin Yang 39 2 0 04 Dec 2023