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analytic learning

6 papers

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Co-occurring keywords · papers mentioning both

class-incremental learning (4) catastrophic forgetting (4) continual learning (4) exemplar-free learning (3) closed-form solution (3) generalized class incremental learning (1) video action recognition (1) dual-stream architecture (1) analytic federated learning (1) single-round aggregation (1)

Papers

Rep Deep & Machine Learning: Exemplar-Free Continual Video Action Recognition via Slow-Fast Collaborative Learning AAAI 2026 AFL: A Single-Round Analytic Approach for Federated Learning with Pre-trained Models CVPR 2025 DS-AL: A Dual-Stream Analytic Learning for Exemplar-Free Class-Incremental Learning AAAI 2024 F-OAL: Forward-only Online Analytic Learning with Fast Training and Low Memory Footprint in Class Incremental Learning NeurIPS 2024 GACL: Exemplar-Free Generalized Analytic Continual Learning NeurIPS 2024 GKEAL: Gaussian Kernel Embedded Analytic Learning for Few-Shot Class Incremental Task CVPR 2023