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šŸ”’ LLM Safety

šŸŽžļø ECCV2024 Ā· 1 paper notes

šŸ“Œ Same area in other venues: šŸ“· CVPR2026 (12) Ā· šŸ”¬ ICLR2026 (185) Ā· šŸ’¬ ACL2026 (115) Ā· šŸ¤– AAAI2026 (41) Ā· šŸ§  NeurIPS2025 (81) Ā· šŸ“¹ ICCV2025 (10)

MAGR: Manifold-Aligned Graph Regularization for Continual Action Quality Assessment

Proposes the MAGR method, which utilizes a manifold alignment projector and an Intra-Inter-Joint graph regularizer to address the misalignment between old and current feature manifolds caused by feature replay in Continual Action Quality Assessment (CAQA), significantly outperforming existing baselines across four datasets.