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category discovery

19 papers

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Co-occurring keywords

representation learning (6206) semi-supervised learning (2341) generalized category discovery (39) contrastive learning (4032) fine-grained classification (369) self-supervised learning (3777) prototype learning (405) continual learning (1181) active learning (1301) semantic similarity (910)

Papers

Federated Continuous Category Discovery and Learning ICCV 2025
Joint Out-of-Distribution Filtering and Data Discovery Active Learning CVPR 2025
Hyperbolic Category Discovery CVPR 2025
Generate, Refine, and Encode: Leveraging Synthesized Novel Samples for On-the-Fly Fine-Grained Category Discovery ICCV 2025
When Domain Generalization meets Generalized Category Discovery: An Adaptive Task-Arithmetic Driven Approach CVPR 2025
Prototypical Hash Encoding for On-the-Fly Fine-Grained Category Discovery NIPS 2024
Federated Generalized Category Discovery CVPR 2024
Transfer and Alignment Network for Generalized Category Discovery AAAI 2024
A Unified Knowledge Transfer Network for Generalized Category Discovery AAAI 2024
Generalized Category Discovery with Large Language Models in the Loop ACL 2024
Happy: A Debiased Learning Framework for Continual Generalized Category Discovery NIPS 2024
A Generic Method for Fine-grained Category Discovery in Natural Language Texts EMNLP 2024
Incremental Generalized Category Discovery ICCV 2023
Learn to Categorize or Categorize to Learn? Self-Coding for Generalized Category Discovery NIPS 2023
Dynamic Conceptional Contrastive Learning for Generalized Category Discovery CVPR 2023
No Representation Rules Them All in Category Discovery NIPS 2023
Fine-grained Category Discovery under Coarse-grained supervision with Hierarchical Weighted Self-contrastive Learning EMNLP 2022
Novel Visual Category Discovery with Dual Ranking Statistics and Mutual Knowledge Distillation NIPS 2021
Active Learning and Discovery of Object Categories in the Presence of Unnameable Instances CVPR 2015