"novel class discovery" Papers

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Conference

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DAA: Amplifying Unknown Discrepancy for Test-Time Discovery

Tianle Liu, Fan Lyu, Chenggong Ni et al.

FedLPA: Local Prior Alignment for Heterogeneous Federated Generalized Category Discovery

Geeho Kim, Jinu Lee, Bohyung Han

Novel Class Discovery for Point Cloud Segmentation via Joint Learning of Causal Representation and Reasoning

Yang Li, Aming WU, Zihao Zhang et al.

NEURIPS 2025arXiv:2510.13307

Adaptive Discovering and Merging for Incremental Novel Class Discovery

Guangyao Chen, Peixi Peng, Yangru Huang et al.

AAAI 2024paperarXiv:2403.03382

Cross-domain Open-world Discovery

Shuo Wen, Maria Brbic

ICML 2024arXiv:2406.11422

Dual-level Adaptive Self-Labeling for Novel Class Discovery in Point Cloud Segmentation

Ruijie Xu, Chuyu Zhang, Hui Ren et al.

ECCV 2024arXiv:2407.12489

Self-Cooperation Knowledge Distillation for Novel Class Discovery

Yuzheng Wang, Zhaoyu Chen, Dingkang Yang et al.

ECCV 2024arXiv:2407.01930