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generalized category discovery

50 papers

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Also known as

GCD

Co-occurring keywords · papers mentioning both

contrastive learning (12) semi-supervised learning (9) representation learning (8) transfer learning (6) category discovery (5) fine-grained classification (5) open-world learning (4) novel category (4) novel category discovery (4) self-supervised learning (4)

Papers

Active Generalized Category Discovery with Diverse LLM Feedback EACL 2026 Foundation-Adaptive Integrated Refinement for Generalized Category Discovery AAAI 2026 GenDis: Generative-Discriminative Dual-View Co-Training for Generalized Category Discovery ACL 2026 Generalized Category Discovery for LiDAR Semantic Segmentation WACV 2026 GOAL: Geometrically Optimal Alignment for Continual Generalized Category Discovery AAAI 2026 Learning a Fix and Explore Framework for Continuous Generalized Category Discovery AAAI 2026 Learning Intrinsic Hierarchy for Generalized Category Discovery AAAI 2026 Learning Like Humans: Analogical Concept Learning for Generalized Category Discovery CVPR 2026 Multi-Modal Representation Learning via Semi-Supervised Rate Reduction for Generalized Category Discovery CVPR 2026 Seeing Through the Shift: Causality-Inspired Robust Generalized Category Discovery CVPR 2026 TAR: Token-Aware Refinement for Fine-grained Generalized Category Discovery CVPR 2026 TGCD: A Framework for Generalized Category Discovery in Time-Series Data AAAI 2026 The Devil Is in Gradient Entanglement: Energy-Aware Gradient Coordinator for Robust Generalized Category Discovery CVPR 2026 TLSA: LLM-Guided Text-Label Space Alignment with Contrastive Learning for Generalized Category Discovery ACL 2026 Adaptive Part Learning for Fine-Grained Generalized Category Discovery: A Plug-and-Play Enhancement CVPR 2025 A Hidden Stumbling Block in Generalized Category Discovery: Distracted Attention ICCV 2025 AllGCD: Leveraging All Unlabeled Data for Generalized Category Discovery ICCV 2025 DebGCD: Debiased Learning with Distribution Guidance for Generalized Category Discovery ICLR 2025 Dissecting Generalized Category Discovery: Multiplex Consensus under Self-Deconstruction ICCV 2025 Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization ICML 2025 GET: Unlocking the Multi-modal Potential of CLIP for Generalized Category Discovery CVPR 2025 HiLo: A Learning Framework for Generalized Category Discovery Robust to Domain Shifts ICLR 2025 Hyperbolic Category Discovery CVPR 2025 Less Attention is More: Prompt Transformer for Generalized Category Discovery CVPR 2025 MOS: Modeling Object-Scene Associations in Generalized Category Discovery CVPR 2025