Category Discovery: An Open-World Perspective
Fuente:
arXiv
Saved in:
| Main Authors: | He, Zhenqi, Liu, Yuanpei, Han, Kai |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Hyperbolic Category Discovery
by: Liu, Yuanpei, et al.
Published: (2025)
by: Liu, Yuanpei, et al.
Published: (2025)
SEAL: Semantic-Aware Hierarchical Learning for Generalized Category Discovery
by: He, Zhenqi, et al.
Published: (2025)
by: He, Zhenqi, et al.
Published: (2025)
DebGCD: Debiased Learning with Distribution Guidance for Generalized Category Discovery
by: Liu, Yuanpei, et al.
Published: (2025)
by: Liu, Yuanpei, et al.
Published: (2025)
UADet: A Remarkably Simple Yet Effective Uncertainty-Aware Open-Set Object Detection Framework
by: Cheng, Silin, et al.
Published: (2024)
by: Cheng, Silin, et al.
Published: (2024)
Generalized Category Discovery under the Long-Tailed Distribution
by: Zhao, Bingchen, et al.
Published: (2025)
by: Zhao, Bingchen, et al.
Published: (2025)
Effective Prompt Pool Learning for Continual Category Discovery
by: Cendra, Fernando Julio, et al.
Published: (2024)
by: Cendra, Fernando Julio, et al.
Published: (2024)
PartCo: Part-Level Correspondence Priors Enhance Category Discovery
by: Cendra, Fernando Julio, et al.
Published: (2025)
by: Cendra, Fernando Julio, et al.
Published: (2025)
NoOVD: Novel Category Discovery and Embedding for Open-Vocabulary Object Detection
by: Zhang, Yupeng, et al.
Published: (2026)
by: Zhang, Yupeng, et al.
Published: (2026)
Consistent Supervised-Unsupervised Alignment for Generalized Category Discovery
by: Han, Jizhou, et al.
Published: (2025)
by: Han, Jizhou, et al.
Published: (2025)
ELIP: Enhanced Visual-Language Foundation Models for Image Retrieval
by: Zhan, Guanqi, et al.
Published: (2025)
by: Zhan, Guanqi, et al.
Published: (2025)
Active Generalized Category Discovery
by: Ma, Shijie, et al.
Published: (2024)
by: Ma, Shijie, et al.
Published: (2024)
SPTNet: An Efficient Alternative Framework for Generalized Category Discovery with Spatial Prompt Tuning
by: Wang, Hongjun, et al.
Published: (2024)
by: Wang, Hongjun, et al.
Published: (2024)
Novel Category Discovery with X-Agent Attention for Open-Vocabulary Semantic Segmentation
by: Li, Jiahao, et al.
Published: (2025)
by: Li, Jiahao, et al.
Published: (2025)
Generalized Category Discovery under Domain Shift: A Frequency Domain Perspective
by: Feng, Wei, et al.
Published: (2025)
by: Feng, Wei, et al.
Published: (2025)
HiLo: A Learning Framework for Generalized Category Discovery Robust to Domain Shifts
by: Wang, Hongjun, et al.
Published: (2024)
by: Wang, Hongjun, et al.
Published: (2024)
Component Adaptive Clustering for Generalized Category Discovery
by: Yan, Mingfu, et al.
Published: (2025)
by: Yan, Mingfu, et al.
Published: (2025)
CiPR: An Efficient Framework with Cross-instance Positive Relations for Generalized Category Discovery
by: Hao, Shaozhe, et al.
Published: (2023)
by: Hao, Shaozhe, et al.
Published: (2023)
Towards Distribution-Agnostic Generalized Category Discovery
by: Bai, Jianhong, et al.
Published: (2023)
by: Bai, Jianhong, et al.
Published: (2023)
LatentArtiFusion: An Effective and Efficient Histological Artifacts Restoration Framework
by: He, Zhenqi, et al.
Published: (2024)
by: He, Zhenqi, et al.
Published: (2024)
Few-shot Novel Category Discovery
by: Li, Chunming, et al.
Published: (2025)
by: Li, Chunming, et al.
Published: (2025)
Labeled Data Selection for Category Discovery
by: Zhao, Bingchen, et al.
Published: (2024)
by: Zhao, Bingchen, et al.
Published: (2024)
Online Continuous Generalized Category Discovery
by: Park, Keon-Hee, et al.
Published: (2024)
by: Park, Keon-Hee, et al.
Published: (2024)
Exploring the Tradeoff Between Diversity and Discrimination for Continuous Category Discovery
by: Jiang, Ruobing, et al.
Published: (2025)
by: Jiang, Ruobing, et al.
Published: (2025)
Coding for Intelligence from the Perspective of Category
by: Yang, Wenhan, et al.
Published: (2024)
by: Yang, Wenhan, et al.
Published: (2024)
Composing Novel Classes: A Concept-Driven Approach to Generalized Category Discovery
by: Zhang, Chuyu, et al.
Published: (2024)
by: Zhang, Chuyu, et al.
Published: (2024)
GOAL: Geometrically Optimal Alignment for Continual Generalized Category Discovery
by: Han, Jizhou, et al.
Published: (2026)
by: Han, Jizhou, et al.
Published: (2026)
FlowComposer: Composable Flows for Compositional Zero-Shot Learning
by: He, Zhenqi, et al.
Published: (2026)
by: He, Zhenqi, et al.
Published: (2026)
Sharpness-aware Dynamic Anchor Selection for Generalized Category Discovery
by: Peng, Zhimao, et al.
Published: (2025)
by: Peng, Zhimao, et al.
Published: (2025)
Happy: A Debiased Learning Framework for Continual Generalized Category Discovery
by: Ma, Shijie, et al.
Published: (2024)
by: Ma, Shijie, et al.
Published: (2024)
Learning Like Humans: Analogical Concept Learning for Generalized Category Discovery
by: Han, Jizhou, et al.
Published: (2026)
by: Han, Jizhou, et al.
Published: (2026)
Generalized Category Discovery under Domain Shifts: From Vision to Vision-Language Models
by: Wang, Hongjun, et al.
Published: (2026)
by: Wang, Hongjun, et al.
Published: (2026)
DIG-FACE: De-biased Learning for Generalized Facial Expression Category Discovery
by: Luo, Tingzhang, et al.
Published: (2024)
by: Luo, Tingzhang, et al.
Published: (2024)
Solving the Catastrophic Forgetting Problem in Generalized Category Discovery
by: Cao, Xinzi, et al.
Published: (2025)
by: Cao, Xinzi, et al.
Published: (2025)
Contrastive Mean-Shift Learning for Generalized Category Discovery
by: Choi, Sua, et al.
Published: (2024)
by: Choi, Sua, et al.
Published: (2024)
Revisiting Mutual Information Maximization for Generalized Category Discovery
by: Tan, Zhaorui, et al.
Published: (2024)
by: Tan, Zhaorui, et al.
Published: (2024)
Contextuality Helps Representation Learning for Generalized Category Discovery
by: Luo, Tingzhang, et al.
Published: (2024)
by: Luo, Tingzhang, et al.
Published: (2024)
v-CLR: View-Consistent Learning for Open-World Instance Segmentation
by: Zhang, Chang-Bin, et al.
Published: (2025)
by: Zhang, Chang-Bin, et al.
Published: (2025)
Open-World Skill Discovery from Unsegmented Demonstrations
by: Deng, Jingwen, et al.
Published: (2025)
by: Deng, Jingwen, et al.
Published: (2025)
Multimodal Generalized Category Discovery
by: Su, Yuchang, et al.
Published: (2024)
by: Su, Yuchang, et al.
Published: (2024)
Solving Instance Detection from an Open-World Perspective
by: Shen, Qianqian, et al.
Published: (2025)
by: Shen, Qianqian, et al.
Published: (2025)
Similar Items
-
Hyperbolic Category Discovery
by: Liu, Yuanpei, et al.
Published: (2025) -
SEAL: Semantic-Aware Hierarchical Learning for Generalized Category Discovery
by: He, Zhenqi, et al.
Published: (2025) -
DebGCD: Debiased Learning with Distribution Guidance for Generalized Category Discovery
by: Liu, Yuanpei, et al.
Published: (2025) -
UADet: A Remarkably Simple Yet Effective Uncertainty-Aware Open-Set Object Detection Framework
by: Cheng, Silin, et al.
Published: (2024) -
Generalized Category Discovery under the Long-Tailed Distribution
by: Zhao, Bingchen, et al.
Published: (2025)