novel category discovery

NoOVD: Novel Category Discovery and Embedding for Open-Vocabulary Object Detection CVPR 2026 TALON: Test-time Adaptive Learning for On-the-Fly Category Discovery CVPR 2026 TGCD: A Framework for Generalized Category Discovery in Time-Series Data AAAI 2026 Few-shot Novel Category Discovery IJCAI 2025 Towards On-the-Fly Novel Category Discovery in Dynamic Long-Tailed Distributions WACV 2025 Semantic-Guided Novel Category Discovery AAAI 2024 Boosting Novel Category Discovery Over Domains with Soft Contrastive Learning and All in One Classifier ICCV 2023 Dynamic Conceptional Contrastive Learning for Generalized Category Discovery CVPR 2023 On-the-Fly Category Discovery CVPR 2023 PromptCAL: Contrastive Affinity Learning via Auxiliary Prompts for Generalized Novel Category Discovery CVPR 2023 Proxy Anchor-based Unsupervised Learning for Continuous Generalized Category Discovery ICCV 2023 Generalized Category Discovery CVPR 2022 Grow and Merge: A Unified Framework for Continuous Categories Discovery NeurIPS 2022 Self-Labeling Framework for Novel Category Discovery over Domains AAAI 2022 Joint Representation Learning and Novel Category Discovery on Single- and Multi-Modal Data ICCV 2021 The Pursuit of Knowledge: Discovering and Localizing Novel Categories Using Dual Memory ICCV 2021 Automatically Discovering and Learning New Visual Categories with Ranking Statistics ICLR 2020 Joint Representative Selection and Feature Learning: A Semi-Supervised Approach CVPR 2019 Learning to Discover Novel Visual Categories via Deep Transfer Clustering ICCV 2019