Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization
Fuente:
arXiv
Saved in:
| Main Authors: | Liu, Duo, Tan, Zhiquan, Zhao, Linglan, Zhang, Zhongqiang, Fang, Xiangzhong, Huang, Weiran |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
OTMatch: Improving Semi-Supervised Learning with Optimal Transport
by: Tan, Zhiquan, et al.
Published: (2023)
by: Tan, Zhiquan, et al.
Published: (2023)
SAFE: Slow and Fast Parameter-Efficient Tuning for Continual Learning with Pre-Trained Models
by: Zhao, Linglan, et al.
Published: (2024)
by: Zhao, Linglan, et al.
Published: (2024)
Information Flow in Self-Supervised Learning
by: Tan, Zhiquan, et al.
Published: (2023)
by: Tan, Zhiquan, et al.
Published: (2023)
Ambiguity-Guided Learnable Distribution Calibration for Semi-Supervised Few-Shot Class-Incremental Learning
by: Lyu, Fan, et al.
Published: (2025)
by: Lyu, Fan, et al.
Published: (2025)
A Strong Baseline for Semi-Supervised Incremental Few-Shot Learning
by: Zhao, Linglan, et al.
Published: (2021)
by: Zhao, Linglan, et al.
Published: (2021)
Reducing Class-Wise Performance Disparity via Margin Regularization
by: Zhu, Beier, et al.
Published: (2026)
by: Zhu, Beier, et al.
Published: (2026)
Generalized Category Discovery under the Long-Tailed Distribution
by: Zhao, Bingchen, et al.
Published: (2025)
by: Zhao, Bingchen, et al.
Published: (2025)
CALA: A Class-Aware Logit Adapter for Few-Shot Class-Incremental Learning
by: Liu, Chengyan, et al.
Published: (2024)
by: Liu, Chengyan, et al.
Published: (2024)
ATLAS: Adapter-Based Multi-Modal Continual Learning with a Two-Stage Learning Strategy
by: Li, Hong, et al.
Published: (2024)
by: Li, Hong, et al.
Published: (2024)
DebGCD: Debiased Learning with Distribution Guidance for Generalized Category Discovery
by: Liu, Yuanpei, et al.
Published: (2025)
by: Liu, Yuanpei, et al.
Published: (2025)
Revisiting Mutual Information Maximization for Generalized Category Discovery
by: Tan, Zhaorui, et al.
Published: (2024)
by: Tan, Zhaorui, et al.
Published: (2024)
Towards Distribution-Agnostic Generalized Category Discovery
by: Bai, Jianhong, et al.
Published: (2023)
by: Bai, Jianhong, et al.
Published: (2023)
Contextuality Helps Representation Learning for Generalized Category Discovery
by: Luo, Tingzhang, et al.
Published: (2024)
by: Luo, Tingzhang, et al.
Published: (2024)
Unveiling the Dynamics of Information Interplay in Supervised Learning
by: Song, Kun, et al.
Published: (2024)
by: Song, Kun, et al.
Published: (2024)
Matrix Information Theory for Self-Supervised Learning
by: Zhang, Yifan, et al.
Published: (2023)
by: Zhang, Yifan, et al.
Published: (2023)
Active Generalized Category Discovery
by: Ma, Shijie, et al.
Published: (2024)
by: Ma, Shijie, 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)
Component Adaptive Clustering for Generalized Category Discovery
by: Yan, Mingfu, et al.
Published: (2025)
by: Yan, Mingfu, et al.
Published: (2025)
ReLKD: Inter-Class Relation Learning with Knowledge Distillation for Generalized Category Discovery
by: Zhou, Fang, et al.
Published: (2025)
by: Zhou, Fang, et al.
Published: (2025)
Enhanced Continual Learning of Vision-Language Models with Model Fusion
by: Gao, Haoyuan, et al.
Published: (2025)
by: Gao, Haoyuan, 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)
Provable Contrastive Continual Learning
by: Wen, Yichen, et al.
Published: (2024)
by: Wen, Yichen, et al.
Published: (2024)
SEAL: Semantic-Aware Hierarchical Learning for Generalized Category Discovery
by: He, Zhenqi, et al.
Published: (2025)
by: He, Zhenqi, et al.
Published: (2025)
Generalized Category Discovery in Hyperspectral Images via Prototype Subspace Modeling
by: Li, Xianlu, et al.
Published: (2025)
by: Li, Xianlu, et al.
Published: (2025)
Memory Consistency Guided Divide-and-Conquer Learning for Generalized Category Discovery
by: Tu, Yuanpeng, et al.
Published: (2024)
by: Tu, Yuanpeng, et al.
Published: (2024)
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)
Multi-Modal Representation Learning via Semi-Supervised Rate Reduction for Generalized Category Discovery
by: He, Wei, et al.
Published: (2026)
by: He, Wei, et al.
Published: (2026)
Contrastive Mean-Shift Learning for Generalized Category Discovery
by: Choi, Sua, et al.
Published: (2024)
by: Choi, Sua, et al.
Published: (2024)
Multimodal Generalized Category Discovery
by: Su, Yuchang, et al.
Published: (2024)
by: Su, Yuchang, et al.
Published: (2024)
Hyperbolic Category Discovery
by: Liu, Yuanpei, et al.
Published: (2025)
by: Liu, Yuanpei, et al.
Published: (2025)
MOS: Modeling Object-Scene Associations in Generalized Category Discovery
by: Peng, Zhengyuan, et al.
Published: (2025)
by: Peng, Zhengyuan, et al.
Published: (2025)
Video-based Generalized Category Discovery via Memory-Guided Consistency-Aware Contrastive Learning
by: Jing, Zhang, et al.
Published: (2025)
by: Jing, Zhang, et al.
Published: (2025)
Online Continuous Generalized Category Discovery
by: Park, Keon-Hee, et al.
Published: (2024)
by: Park, Keon-Hee, et al.
Published: (2024)
Dataset Distillation via Vision-Language Category Prototype
by: Zou, Yawen, et al.
Published: (2025)
by: Zou, Yawen, et al.
Published: (2025)
Long-Tailed Learning for Generalized Category Discovery
by: Hoang, Cuong Manh
Published: (2025)
by: Hoang, Cuong Manh
Published: (2025)
Adaptive Part Learning for Fine-Grained Generalized Category Discovery: A Plug-and-Play Enhancement
by: Dai, Qiyuan, et al.
Published: (2025)
by: Dai, Qiyuan, et al.
Published: (2025)
Prior-Constrained Association Learning for Fine-Grained Generalized Category Discovery
by: Wang, Menglin, et al.
Published: (2025)
by: Wang, Menglin, et al.
Published: (2025)
Labeled Data Selection for Category Discovery
by: Zhao, Bingchen, et al.
Published: (2024)
by: Zhao, Bingchen, et al.
Published: (2024)
SIEFormer: Spectral-Interpretable and -Enhanced Transformer for Generalized Category Discovery
by: Li, Chunming, et al.
Published: (2026)
by: Li, Chunming, et al.
Published: (2026)
Cross-Level Sensor Fusion with Object Lists via Transformer for 3D Object Detection
by: Liu, Xiangzhong, et al.
Published: (2025)
by: Liu, Xiangzhong, et al.
Published: (2025)
Similar Items
-
OTMatch: Improving Semi-Supervised Learning with Optimal Transport
by: Tan, Zhiquan, et al.
Published: (2023) -
SAFE: Slow and Fast Parameter-Efficient Tuning for Continual Learning with Pre-Trained Models
by: Zhao, Linglan, et al.
Published: (2024) -
Information Flow in Self-Supervised Learning
by: Tan, Zhiquan, et al.
Published: (2023) -
Ambiguity-Guided Learnable Distribution Calibration for Semi-Supervised Few-Shot Class-Incremental Learning
by: Lyu, Fan, et al.
Published: (2025) -
A Strong Baseline for Semi-Supervised Incremental Few-Shot Learning
by: Zhao, Linglan, et al.
Published: (2021)