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2305.06144
Cited By
Learning Semi-supervised Gaussian Mixture Models for Generalized Category Discovery
10 May 2023
Bingchen Zhao
Xin Wen
Kai Han
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Papers citing
"Learning Semi-supervised Gaussian Mixture Models for Generalized Category Discovery"
41 / 41 papers shown
Title
Proxy-Anchor and EVT-Driven Continual Learning Method for Generalized Category Discovery
Alireza Fathalizadeh
Roozbeh Razavi-Far
CLL
33
0
0
11 Apr 2025
Hyperbolic Category Discovery
Yuanpei Liu
Zhenqi He
Kai Han
21
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
21
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
74
1
0
19 Mar 2025
Utilization of Neighbor Information for Image Classification with Different Levels of Supervision
Gihan Jayatilaka
Abhinav Shrivastava
M. Gwilliam
52
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
45
0
0
15 Mar 2025
OwMatch: Conditional Self-Labeling with Consistency for Open-World Semi-Supervised Learning
Shengjie Niu
Lifan Lin
Jian Huang
Chao Wang
24
0
0
04 Nov 2024
AdaptGCD: Multi-Expert Adapter Tuning for Generalized Category Discovery
Yuxun Qu
Yongqiang Tang
Chenyang Zhang
Wensheng Zhang
21
0
0
29 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
27
6
0
09 Oct 2024
PRAGA: Prototype-aware Graph Adaptive Aggregation for Spatial Multi-modal Omics Analysis
Xinlei Huang
Zhiqi Ma
Dian Meng
Yanran Liu
Shiwei Ruan
Qingqiang Sun
Xubin Zheng
Ziyue Qiao
26
3
0
19 Sep 2024
SelEx: Self-Expertise in Fine-Grained Generalized Category Discovery
Sarah Rastegar
Mohammadreza Salehi
Yuki M. Asano
Hazel Doughty
Cees G. M. Snoek
24
4
0
26 Aug 2024
HiLo: A Learning Framework for Generalized Category Discovery Robust to Domain Shifts
Hongjun Wang
S. Vaze
Kai Han
53
4
0
08 Aug 2024
PromptCCD: Learning Gaussian Mixture Prompt Pool for Continual Category Discovery
Fernando Julio Cendra
Bingchen Zhao
Kai Han
VLM
CLL
31
6
0
26 Jul 2024
Labeled Data Selection for Category Discovery
Bingchen Zhao
Nico Lang
Serge J. Belongie
Oisin Mac Aodha
24
3
0
07 Jun 2024
Rethinking Open-World Semi-Supervised Learning: Distribution Mismatch and Inductive Inference
S. Park
Hyuk Kwon
Kwanghoon Sohn
Kibok Lee
OffRL
16
0
0
31 May 2024
Contrastive Mean-Shift Learning for Generalized Category Discovery
Sua Choi
Dahyun Kang
Minsu Cho
21
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
21
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
28
2
0
08 Apr 2024
Beyond the Known: Novel Class Discovery for Open-world Graph Learning
Yucheng Jin
Yun Xiong
Juncheng Fang
Xixi Wu
Dongxiao He
Xing Jia
Bingchen Zhao
Philip Yu
OffRL
29
0
0
29 Mar 2024
Open-World Semi-Supervised Learning for Node Classification
Yanling Wang
Jing Zhang
Lingxi Zhang
Lixin Liu
Yuxiao Dong
Cuiping Li
Hong Chen
Hongzhi Yin
BDL
28
0
0
18 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
42
3
0
15 Mar 2024
Textual Knowledge Matters: Cross-Modality Co-Teaching for Generalized Visual Class Discovery
Haiyang Zheng
Nan Pu
Wenjing Li
N. Sebe
Zhun Zhong
31
7
0
12 Mar 2024
Active Generalized Category Discovery
Shijie Ma
Fei Zhu
Zhun Zhong
Xu-Yao Zhang
Cheng-Lin Liu
25
13
0
07 Mar 2024
Memory Consistency Guided Divide-and-Conquer Learning for Generalized Category Discovery
Yuanpeng Tu
Zhun Zhong
Yuxi Li
Hengshuang Zhao
23
0
0
24 Jan 2024
Generalized Category Discovery in Semantic Segmentation
Zhengyuan Peng
Qijian Tian
Jianqing Xu
Yizhang Jin
Xuequan Lu
Xin Tan
Yuan Xie
Lizhuang Ma
ISeg
10
2
0
20 Nov 2023
Learn to Categorize or Categorize to Learn? Self-Coding for Generalized Category Discovery
Sarah Rastegar
Hazel Doughty
Cees G. M. Snoek
16
15
0
30 Oct 2023
Generalized Category Discovery with Clustering Assignment Consistency
Xiangli Yang
Xinglin Pan
Irwin King
Zenglin Xu
15
2
0
30 Oct 2023
Category Adaptation Meets Projected Distillation in Generalized Continual Category Discovery
Grzegorz Rype'sć
Daniel Marczak
Sebastian Cygert
Tomasz Trzciñski
Bartlomiej Twardowski
VLM
CLL
28
2
0
23 Aug 2023
Federated Generalized Category Discovery
Nan Pu
Zhun Zhong
Xinyuan Ji
N. Sebe
FedML
22
13
0
23 May 2023
Incremental Generalized Category Discovery
Bingchen Zhao
Oisin Mac Aodha
CLL
27
12
0
27 Apr 2023
CiPR: An Efficient Framework with Cross-instance Positive Relations for Generalized Category Discovery
Shaozhe Hao
Kai Han
Kwan-Yee Kenneth Wong
19
16
0
14 Apr 2023
Deep Clustering of Tabular Data by Weighted Gaussian Distribution Learning
S. B. Rabbani
Ivan V. Medri
Manar D. Samad
15
4
0
02 Jan 2023
Parametric Classification for Generalized Category Discovery: A Baseline Study
Xin Wen
Bingchen Zhao
Xiaojuan Qi
14
66
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
27
29
0
09 Oct 2022
Open-Set Recognition: a Good Closed-Set Classifier is All You Need?
S. Vaze
Kai Han
Andrea Vedaldi
Andrew Zisserman
BDL
155
401
0
12 Oct 2021
Trash to Treasure: Harvesting OOD Data with Cross-Modal Matching for Open-Set Semi-Supervised Learning
Junkai Huang
Chaowei Fang
Weikai Chen
Z. Chai
Xiaolin K. Wei
Pengxu Wei
Liang Lin
Guanbin Li
OODD
34
52
0
12 Aug 2021
Improving Contrastive Learning by Visualizing Feature Transformation
Rui Zhu
Bingchen Zhao
Jingen Liu
Zhenglong Sun
C. L. P. Chen
SSL
91
77
0
06 Aug 2021
On Feature Decorrelation in Self-Supervised Learning
Tianyu Hua
Wenxiao Wang
Zihui Xue
Sucheng Ren
Yue Wang
Hang Zhao
SSL
OOD
107
163
0
02 May 2021
Emerging Properties in Self-Supervised Vision Transformers
Mathilde Caron
Hugo Touvron
Ishan Misra
Hervé Jégou
Julien Mairal
Piotr Bojanowski
Armand Joulin
283
5,723
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
135
52
0
26 Apr 2021
Improved Baselines with Momentum Contrastive Learning
Xinlei Chen
Haoqi Fan
Ross B. Girshick
Kaiming He
SSL
232
3,029
0
09 Mar 2020
1