Cover Image

Beyond Known Clusters: Probe New Prototypes for Efficient Generalized Class Discovery

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wang, Ye, Wang, Yaxiong, Wu, Yujiao, Zhao, Bingchen, Qian, Xueming
Format:	Preprint
Published:	2024
Subjects:	Machine Learning Artificial Intelligence Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Neighborhood Commonality-aware Evolution Network for Continuous Generalized Category Discovery
by: Wang, Ye, et al.
Published: (2024)

Knowledge Adaptation Network for Few-Shot Class-Incremental Learning
by: Wang, Ye, et al.
Published: (2024)

Dual Relation Alignment for Composed Image Retrieval
by: Jiang, Xintong, et al.
Published: (2023)

CaLa: Complementary Association Learning for Augmenting Composed Image Retrieval
by: Jiang, Xintong, et al.
Published: (2024)

Generating Attribution Reports for Manipulated Facial Images: A Dataset and Baseline
by: Lian, Jingchun, et al.
Published: (2024)

Beyond the Known: Adversarial Autoencoders in Novelty Detection
by: Asad, Muhammad, et al.
Published: (2024)

PANDAS: Prototype-based Novel Class Discovery and Detection
by: Hayes, Tyler L., et al.
Published: (2024)

Beyond the Known: Novel Class Discovery for Open-world Graph Learning
by: Jin, Yucheng, et al.
Published: (2024)

Toxicity Assessment in Preclinical Histopathology via Class-Aware Mahalanobis Distance for Known and Novel Anomalies
by: Graf, Olga, et al.
Published: (2026)

PIP: Prototypes-Injected Prompt for Federated Class Incremental Learning
by: Ma'sum, Muhammad Anwar, et al.
Published: (2024)

AINet+: Advancing Superpixel Segmentation via Cascaded Association Implantation
by: Wang, Yaxiong, et al.
Published: (2021)

Known Meets Unknown: Mitigating Overconfidence in Open Set Recognition
by: Zhao, Dongdong, et al.
Published: (2025)

Relational Retrieval: Leveraging Known-Novel Interactions for Generalized Category Discovery
by: Xu, Yulin, et al.
Published: (2026)

KAGE-Bench: Fast Known-Axis Visual Generalization Evaluation for Reinforcement Learning
by: Cherepanov, Egor, et al.
Published: (2026)

YOLOOC: YOLO-based Open-Class Incremental Object Detection with Novel Class Discovery
by: Wan, Qian, et al.
Published: (2024)

Beyond Artificial Misalignment: Detecting and Grounding Semantic-Coordinated Multimodal Manipulations
by: Shen, Jinjie, et al.
Published: (2025)

Generalized Class Discovery in Instance Segmentation
by: Hoang, Cuong Manh, et al.
Published: (2025)

Just Shift It: Test-Time Prototype Shifting for Zero-Shot Generalization with Vision-Language Models
by: Sui, Elaine, et al.
Published: (2024)

Dynamic Integration of Task-Specific Adapters for Class Incremental Learning
by: Li, Jiashuo, et al.
Published: (2024)

Beyond Known Fakes: Generalized Detection of AI-Generated Images via Post-hoc Distribution Alignment
by: Wang, Li, et al.
Published: (2025)

Local Descriptors Weighted Adaptive Threshold Filtering For Few-Shot Learning
by: Yan, Bingchen
Published: (2024)

OmniVL-Guard Pro: A Tool-Augmented Agent for Omnibus Vision-Language Forensics
by: Shen, Jinjie, et al.
Published: (2026)

Efficient Encoder-Free Fourier-based 3D Large Multimodal Model
by: Mei, Guofeng, et al.
Published: (2026)

FedSaaS: Class-Consistency Federated Semantic Segmentation via Global Prototype Supervision and Local Adversarial Harmonization
by: Yu, Xiaoyang, et al.
Published: (2025)

Feature-Based Instance Neighbor Discovery: Advanced Stable Test-Time Adaptation in Dynamic World
by: Jiang, Qinting, et al.
Published: (2025)

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

Unsupervised Video Class-Incremental Learning via Deep Embedded Clustering Management
by: Kurpukdee, Nattapong, et al.
Published: (2026)

SMART: Semantic Matching Contrastive Learning for Partially View-Aligned Clustering
by: Peng, Liang, et al.
Published: (2025)

Compressing Model with Few Class-Imbalance Samples: An Out-of-Distribution Expedition
by: Wu, Tian-Shuang, et al.
Published: (2025)

Intra-view and Inter-view Correlation Guided Multi-view Novel Class Discovery
by: Wan, Xinhang, et al.
Published: (2025)

TextCAM: Explaining Class Activation Map with Text
by: Zhao, Qiming, et al.
Published: (2025)

Parameter Efficient Multi-Class Intelligent Scheduling for Multimodal Online Distributed Industrial Anomaly Detection
by: Wang, Heqiang, et al.
Published: (2026)

Exclusive Style Removal for Cross Domain Novel Class Discovery
by: Wang, Yicheng, et al.
Published: (2024)

CF-CAM: Cluster Filter Class Activation Mapping for Reliable Gradient-Based Interpretability
by: He, Hongjie, et al.
Published: (2025)

Image-Intrinsic Priors for Integrated Circuit Defect Detection and Novel Class Discovery via Self-Supervised Learning
by: Zhao, Botong., et al.
Published: (2025)

Continual Novel Class Discovery via Feature Enhancement and Adaptation
by: Yu, Yifan, et al.
Published: (2024)

Beyond Prompt Degradation: Prototype-guided Dual-pool Prompting for Incremental Object Detection
by: Zhang, Yaoteng, et al.
Published: (2026)

Prototype Guided Backdoor Defense
by: Amula, Venkat Adithya, et al.
Published: (2025)

Learning Part Knowledge to Facilitate Category Understanding for Fine-Grained Generalized Category Discovery
by: Wang, Enguang, et al.
Published: (2025)

SPTNet: An Efficient Alternative Framework for Generalized Category Discovery with Spatial Prompt Tuning
by: Wang, Hongjun, et al.
Published: (2024)