novel class discovery

Geometric-Aware Hypergraph Reasoning for Novel Class Discovery in Point Cloud Segmentation CVPR 2026 LangRef3DGS: Natural Language-Guided 3D Referential Segmentation from Partial Observations via 3D Gaussian Splatting CVPR 2026 Generalized Class Discovery in Instance Segmentation AAAI 2025 Intra-view and Inter-view Correlation Guided Multi-view Novel Class Discovery ICCV 2025 Joint Class-level and Instance-level Relationship Modeling for Novel Class Discovery AAAI 2025 MOS: Modeling Object-Scene Associations in Generalized Category Discovery CVPR 2025 Adaptive Discovering and Merging for Incremental Novel Class Discovery AAAI 2024 Bridging the Gap: Learning Pace Synchronization for Open-World Semi-Supervised Learning IJCAI 2024 Debiased Novel Category Discovering and Localization AAAI 2024 Novel Class Discovery for Representation of Real-World Heritage Data as Neural Radiance Fields (Student Abstract) AAAI 2024 Novel Class Discovery for Ultra-Fine-Grained Visual Categorization CVPR 2024 Novel Class Discovery in Chest X-rays via Paired Images and Text AAAI 2024 Seeing Unseen: Discover Novel Biomedical Concepts via Geometry-Constrained Probabilistic Modeling CVPR 2024 Targeted Representation Alignment for Open-World Semi-Supervised Learning CVPR 2024 A Graph-Theoretic Framework for Understanding Open-World Semi-Supervised Learning NeurIPS 2023 Bootstrap Your Own Prior: Towards Distribution-Agnostic Novel Class Discovery CVPR 2023 Class-relation Knowledge Distillation for Novel Class Discovery ICCV 2023 Decompose Novel into Known: Part Concept Learning For 3D Novel Class Discovery NeurIPS 2023 Exploring Transformers for Open-world Instance Segmentation ICCV 2023 Modeling Inter-Class and Intra-Class Constraints in Novel Class Discovery CVPR 2023 Novel Class Discovery for 3D Point Cloud Semantic Segmentation CVPR 2023 Open-Set Representation Learning Through Combinatorial Embedding CVPR 2023 Open-world Semi-supervised Generalized Relation Discovery Aligned in a Real-world Setting EMNLP 2023 Open-world Semi-supervised Novel Class Discovery IJCAI 2023 When and How Does Known Class Help Discover Unknown Ones? Provable Understanding Through Spectral Analysis ICML 2023