Composing Novel Classes: A Concept-Driven Approach to Generalized Category Discovery
Fuente:
arXiv
Guardado en:
| Autores principales: | Zhang, Chuyu, Gu, Peiyan, Yu, Xueyang, He, Xuming |
|---|---|
| Formato: | Preprint |
| Publicado: |
2024
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Freeze and Cluster: A Simple Baseline for Rehearsal-Free Continual Category Discovery
por: Zhang, Chuyu, et al.
Publicado: (2025)
por: Zhang, Chuyu, et al.
Publicado: (2025)
Dual-level Adaptive Self-Labeling for Novel Class Discovery in Point Cloud Segmentation
por: Xu, Ruijie, et al.
Publicado: (2024)
por: Xu, Ruijie, et al.
Publicado: (2024)
P$^2$OT: Progressive Partial Optimal Transport for Deep Imbalanced Clustering
por: Zhang, Chuyu, et al.
Publicado: (2024)
por: Zhang, Chuyu, et al.
Publicado: (2024)
SP$^2$OT: Semantic-Regularized Progressive Partial Optimal Transport for Imbalanced Clustering
por: Zhang, Chuyu, et al.
Publicado: (2024)
por: Zhang, Chuyu, et al.
Publicado: (2024)
Few-shot Novel Category Discovery
por: Li, Chunming, et al.
Publicado: (2025)
por: Li, Chunming, et al.
Publicado: (2025)
Intra-view and Inter-view Correlation Guided Multi-view Novel Class Discovery
por: Wan, Xinhang, et al.
Publicado: (2025)
por: Wan, Xinhang, et al.
Publicado: (2025)
Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization
por: Liu, Duo, et al.
Publicado: (2025)
por: Liu, Duo, et al.
Publicado: (2025)
When Domain Generalization meets Generalized Category Discovery: An Adaptive Task-Arithmetic Driven Approach
por: Rathore, Vaibhav, et al.
Publicado: (2025)
por: Rathore, Vaibhav, et al.
Publicado: (2025)
Learning Like Humans: Analogical Concept Learning for Generalized Category Discovery
por: Han, Jizhou, et al.
Publicado: (2026)
por: Han, Jizhou, et al.
Publicado: (2026)
Active Generalized Category Discovery
por: Ma, Shijie, et al.
Publicado: (2024)
por: Ma, Shijie, et al.
Publicado: (2024)
Hyperbolic Category Discovery
por: Liu, Yuanpei, et al.
Publicado: (2025)
por: Liu, Yuanpei, et al.
Publicado: (2025)
SEAL: Semantic-Aware Hierarchical Learning for Generalized Category Discovery
por: He, Zhenqi, et al.
Publicado: (2025)
por: He, Zhenqi, et al.
Publicado: (2025)
Consistent Supervised-Unsupervised Alignment for Generalized Category Discovery
por: Han, Jizhou, et al.
Publicado: (2025)
por: Han, Jizhou, et al.
Publicado: (2025)
Online Continuous Generalized Category Discovery
por: Park, Keon-Hee, et al.
Publicado: (2024)
por: Park, Keon-Hee, et al.
Publicado: (2024)
Category Discovery: An Open-World Perspective
por: He, Zhenqi, et al.
Publicado: (2025)
por: He, Zhenqi, et al.
Publicado: (2025)
Solving the Catastrophic Forgetting Problem in Generalized Category Discovery
por: Cao, Xinzi, et al.
Publicado: (2025)
por: Cao, Xinzi, et al.
Publicado: (2025)
Revisiting Mutual Information Maximization for Generalized Category Discovery
por: Tan, Zhaorui, et al.
Publicado: (2024)
por: Tan, Zhaorui, et al.
Publicado: (2024)
A Hidden Stumbling Block in Generalized Category Discovery: Distracted Attention
por: Xu, Qiyu, et al.
Publicado: (2025)
por: Xu, Qiyu, et al.
Publicado: (2025)
NoOVD: Novel Category Discovery and Embedding for Open-Vocabulary Object Detection
por: Zhang, Yupeng, et al.
Publicado: (2026)
por: Zhang, Yupeng, et al.
Publicado: (2026)
Novel Category Discovery with X-Agent Attention for Open-Vocabulary Semantic Segmentation
por: Li, Jiahao, et al.
Publicado: (2025)
por: Li, Jiahao, et al.
Publicado: (2025)
InfoSculpt: Sculpting the Latent Space for Generalized Category Discovery
por: Liao, Wenwen, et al.
Publicado: (2026)
por: Liao, Wenwen, et al.
Publicado: (2026)
Generate, Refine, and Encode: Leveraging Synthesized Novel Samples for On-the-Fly Fine-Grained Category Discovery
por: Liu, Xiao, et al.
Publicado: (2025)
por: Liu, Xiao, et al.
Publicado: (2025)
Component Adaptive Clustering for Generalized Category Discovery
por: Yan, Mingfu, et al.
Publicado: (2025)
por: Yan, Mingfu, et al.
Publicado: (2025)
Towards Distribution-Agnostic Generalized Category Discovery
por: Bai, Jianhong, et al.
Publicado: (2023)
por: Bai, Jianhong, et al.
Publicado: (2023)
SIEFormer: Spectral-Interpretable and -Enhanced Transformer for Generalized Category Discovery
por: Li, Chunming, et al.
Publicado: (2026)
por: Li, Chunming, et al.
Publicado: (2026)
Continual Novel Class Discovery via Feature Enhancement and Adaptation
por: Yu, Yifan, et al.
Publicado: (2024)
por: Yu, Yifan, et al.
Publicado: (2024)
Happy: A Debiased Learning Framework for Continual Generalized Category Discovery
por: Ma, Shijie, et al.
Publicado: (2024)
por: Ma, Shijie, et al.
Publicado: (2024)
Novel Class Discovery for Ultra-Fine-Grained Visual Categorization
por: Liu, Yu, et al.
Publicado: (2024)
por: Liu, Yu, et al.
Publicado: (2024)
HIDISC: A Hyperbolic Framework for Domain Generalization with Generalized Category Discovery
por: Rathore, Vaibhav, et al.
Publicado: (2025)
por: Rathore, Vaibhav, et al.
Publicado: (2025)
Multimodal Generalized Category Discovery
por: Su, Yuchang, et al.
Publicado: (2024)
por: Su, Yuchang, et al.
Publicado: (2024)
Learning by Correction: Efficient Tuning Task for Zero-Shot Generative Vision-Language Reasoning
por: Li, Rongjie, et al.
Publicado: (2024)
por: Li, Rongjie, et al.
Publicado: (2024)
Contrastive Mean-Shift Learning for Generalized Category Discovery
por: Choi, Sua, et al.
Publicado: (2024)
por: Choi, Sua, et al.
Publicado: (2024)
Contextuality Helps Representation Learning for Generalized Category Discovery
por: Luo, Tingzhang, et al.
Publicado: (2024)
por: Luo, Tingzhang, et al.
Publicado: (2024)
Generalized Category Discovery under the Long-Tailed Distribution
por: Zhao, Bingchen, et al.
Publicado: (2025)
por: Zhao, Bingchen, et al.
Publicado: (2025)
DSGG: Dense Relation Transformer for an End-to-end Scene Graph Generation
por: Hayder, Zeeshan, et al.
Publicado: (2024)
por: Hayder, Zeeshan, et al.
Publicado: (2024)
AnomalyNCD: Towards Novel Anomaly Class Discovery in Industrial Scenarios
por: Huang, Ziming, et al.
Publicado: (2024)
por: Huang, Ziming, et al.
Publicado: (2024)
Proxy-Anchor and EVT-Driven Continual Learning Method for Generalized Category Discovery
por: Fathalizadeh, Alireza, et al.
Publicado: (2025)
por: Fathalizadeh, Alireza, et al.
Publicado: (2025)
Adaptive Part Learning for Fine-Grained Generalized Category Discovery: A Plug-and-Play Enhancement
por: Dai, Qiyuan, et al.
Publicado: (2025)
por: Dai, Qiyuan, et al.
Publicado: (2025)
Relational Retrieval: Leveraging Known-Novel Interactions for Generalized Category Discovery
por: Xu, Yulin, et al.
Publicado: (2026)
por: Xu, Yulin, et al.
Publicado: (2026)
Self-Cooperation Knowledge Distillation for Novel Class Discovery
por: Wang, Yuzheng, et al.
Publicado: (2024)
por: Wang, Yuzheng, et al.
Publicado: (2024)
Ejemplares similares
-
Freeze and Cluster: A Simple Baseline for Rehearsal-Free Continual Category Discovery
por: Zhang, Chuyu, et al.
Publicado: (2025) -
Dual-level Adaptive Self-Labeling for Novel Class Discovery in Point Cloud Segmentation
por: Xu, Ruijie, et al.
Publicado: (2024) -
P$^2$OT: Progressive Partial Optimal Transport for Deep Imbalanced Clustering
por: Zhang, Chuyu, et al.
Publicado: (2024) -
SP$^2$OT: Semantic-Regularized Progressive Partial Optimal Transport for Imbalanced Clustering
por: Zhang, Chuyu, et al.
Publicado: (2024) -
Few-shot Novel Category Discovery
por: Li, Chunming, et al.
Publicado: (2025)