Cover Image

Generalized Category Discovery under the Long-Tailed Distribution

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhao, Bingchen, Han, Kai
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Long-Tailed Learning for Generalized Category Discovery
by: Hoang, Cuong Manh
Published: (2025)

Labeled Data Selection for Category Discovery
by: Zhao, Bingchen, et al.
Published: (2024)

Contextuality Helps Representation Learning for Generalized Category Discovery
by: Luo, Tingzhang, et al.
Published: (2024)

DebGCD: Debiased Learning with Distribution Guidance for Generalized Category Discovery
by: Liu, Yuanpei, et al.
Published: (2025)

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)

Revisiting Adversarial Training under Long-Tailed Distributions
by: Yue, Xinli, et al.
Published: (2024)

Category Discovery: An Open-World Perspective
by: He, Zhenqi, et al.
Published: (2025)

Learning from Neighbors: Category Extrapolation for Long-Tail Learning
by: Zhao, Shizhen, et al.
Published: (2024)

Towards Distribution-Agnostic Generalized Category Discovery
by: Bai, Jianhong, et al.
Published: (2023)

Effective Prompt Pool Learning for Continual Category Discovery
by: Cendra, Fernando Julio, et al.
Published: (2024)

Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization
by: Liu, Duo, et al.
Published: (2025)

PartCo: Part-Level Correspondence Priors Enhance Category Discovery
by: Cendra, Fernando Julio, et al.
Published: (2025)

Generalized Category Discovery under Domain Shifts: From Vision to Vision-Language Models
by: Wang, Hongjun, et al.
Published: (2026)

Generalized Categories Discovery for Long-tailed Recognition
by: Li, Ziyun, et al.
Published: (2023)

Active Generalized Category Discovery
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)

HiLo: A Learning Framework for Generalized Category Discovery Robust to Domain Shifts
by: Wang, Hongjun, et al.
Published: (2024)

Consistent Supervised-Unsupervised Alignment for Generalized Category Discovery
by: Han, Jizhou, et al.
Published: (2025)

Long-Tailed Out-of-Distribution Detection: Prioritizing Attention to Tail
by: He, Yina, et al.
Published: (2024)

Generalized Category Discovery under Domain Shift: A Frequency Domain Perspective
by: Feng, Wei, et al.
Published: (2025)

Online Continuous Generalized Category Discovery
by: Park, Keon-Hee, et al.
Published: (2024)

CiPR: An Efficient Framework with Cross-instance Positive Relations for Generalized Category Discovery
by: Hao, Shaozhe, et al.
Published: (2023)

Category-Prompt Refined Feature Learning for Long-Tailed Multi-Label Image Classification
by: Yan, Jiexuan, et al.
Published: (2024)

What Makes CLIP More Robust to Long-Tailed Pre-Training Data? A Controlled Study for Transferable Insights
by: Wen, Xin, et al.
Published: (2024)

Memory Consistency Guided Divide-and-Conquer Learning for Generalized Category Discovery
by: Tu, Yuanpeng, et al.
Published: (2024)

Component Adaptive Clustering for Generalized Category Discovery
by: Yan, Mingfu, et al.
Published: (2025)

Multimodal Generalized Category Discovery
by: Su, Yuchang, et al.
Published: (2024)

Dissecting Generalized Category Discovery: Multiplex Consensus under Self-Deconstruction
by: Tang, Luyao, et al.
Published: (2025)

Solving the Catastrophic Forgetting Problem in Generalized Category Discovery
by: Cao, Xinzi, et al.
Published: (2025)

Contrastive Mean-Shift Learning for Generalized Category Discovery
by: Choi, Sua, et al.
Published: (2024)

Revisiting Mutual Information Maximization for Generalized Category Discovery
by: Tan, Zhaorui, et al.
Published: (2024)

MICACL: Multi-Instance Category-Aware Contrastive Learning for Long-Tailed Dynamic Facial Expression Recognition
by: Cui, Feng-Qi, et al.
Published: (2025)

Identifying Hard Noise in Long-Tailed Sample Distribution
by: Yi, Xuanyu, et al.
Published: (2022)

SuperDisco: Super-Class Discovery Improves Visual Recognition for the Long-Tail
by: Du, Yingjun, et al.
Published: (2023)

HIDISC: A Hyperbolic Framework for Domain Generalization with Generalized Category Discovery
by: Rathore, Vaibhav, et al.
Published: (2025)

MOS: Modeling Object-Scene Associations in Generalized Category Discovery
by: Peng, Zhengyuan, et al.
Published: (2025)

Sharpness-aware Dynamic Anchor Selection for Generalized Category Discovery
by: Peng, Zhimao, et al.
Published: (2025)

InfoSculpt: Sculpting the Latent Space for Generalized Category Discovery
by: Liao, Wenwen, et al.
Published: (2026)

CDAD-Net: Bridging Domain Gaps in Generalized Category Discovery
by: Rongali, Sai Bhargav, et al.
Published: (2024)