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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

Prior-Constrained Association Learning for Fine-Grained Generalized Category Discovery AAAI 2025 Towards Debiased Generalized Category Discovery IJCAI 2025 Towards Understanding Parametric Generalized Category Discovery on Graphs ICML 2025 Unleashing the Potential of Model Bias for Generalized Category Discovery AAAI 2025 Active Generalized Category Discovery CVPR 2024 Actively Learn from LLMs with Uncertainty Propagation for Generalized Category Discovery NAACL 2024 AMEND: Adaptive Margin and Expanded Neighborhood for Efficient Generalized Category Discovery WACV 2024 A Unified Knowledge Transfer Network for Generalized Category Discovery AAAI 2024 Contrastive Mean-Shift Learning for Generalized Category Discovery CVPR 2024 Federated Generalized Category Discovery CVPR 2024 Flipped Classroom: Aligning Teacher Attention with Student in Generalized Category Discovery NeurIPS 2024 Guided Cluster Aggregation: A Hierarchical Approach to Generalized Category Discovery WACV 2024 Interpret Your Decision: Logical Reasoning Regularization for Generalization in Visual Classification NeurIPS 2024 Let’s Start Over: Retraining with Selective Samples for Generalized Category Discovery IJCAI 2024 Online Continuous Generalized Category Discovery ECCV 2024 SPTNet: An Efficient Alternative Framework for Generalized Category Discovery with Spatial Prompt Tuning ICLR 2024 Transfer and Alignment Network for Generalized Category Discovery AAAI 2024 Dynamic Conceptional Contrastive Learning for Generalized Category Discovery CVPR 2023 Generalized Category Discovery with Decoupled Prototypical Network AAAI 2023 MetaGCD: Learning to Continually Learn in Generalized Category Discovery ICCV 2023 Parametric Classification for Generalized Category Discovery: A Baseline Study ICCV 2023 Parametric Information Maximization for Generalized Category Discovery ICCV 2023 Proxy Anchor-based Unsupervised Learning for Continuous Generalized Category Discovery ICCV 2023 Towards Distribution-Agnostic Generalized Category Discovery NeurIPS 2023 Generalized Category Discovery CVPR 2022