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exemplar-free learning

23 papers

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Co-occurring keywords · papers mentioning both

continual learning (14) class-incremental learning (13) catastrophic forgetting (13) knowledge distillation (4) analytic learning (3) closed-form solution (3) self-supervised learning (3) feature drift (2) pre-trained model (2) representation learning (2)

Papers

Adversarial Pseudo-replay for Exemplar-free Class-incremental Learning WACV 2026 CIP-Net: Continual Interpretable Prototype-based Network AAAI 2026 Exemplar-Free Continual Learning for State Space Models CVPR 2026 Expandable and Differentiable Dual Memories with Orthogonal Regularization for Exemplar-free Continual Learning AAAI 2026 PANDA – Patch and Distribution-Aware Augmentation for Long-Tailed Exemplar-Free Continual Learning AAAI 2026 Rep Deep & Machine Learning: Exemplar-Free Continual Video Action Recognition via Slow-Fast Collaborative Learning AAAI 2026 Adapter Merging with Centroid Prototype Mapping for Scalable Class-Incremental Learning CVPR 2025 AnalyticKWS: Towards Exemplar-Free Analytic Class Incremental Learning for Small-footprint Keyword Spotting ACL 2025 A Reality Check on Pre-training for Exemplar-free Class-Incremental Learning WACV 2025 ConSense: Continually Sensing Human Activity with WiFi via Growing and Picking AAAI 2025 DuET: Dual Incremental Object Detection via Exemplar-Free Task Arithmetic ICCV 2025 LoRA Subtraction for Drift-Resistant Space in Exemplar-Free Continual Learning CVPR 2025 On the Discrimination and Consistency for Exemplar-Free Class Incremental Learning IJCAI 2025 TACLE: Task and Class-Aware Exemplar-Free Semi-Supervised Class Incremental Learning WACV 2025 An Analysis of Initial Training Strategies for Exemplar-Free Class-Incremental Learning WACV 2024 DS-AL: A Dual-Stream Analytic Learning for Exemplar-Free Class-Incremental Learning AAAI 2024 Elastic Feature Consolidation For Cold Start Exemplar-Free Incremental Learning ICLR 2024 GACL: Exemplar-Free Generalized Analytic Continual Learning NeurIPS 2024 Plasticity-Optimized Complementary Networks for Unsupervised Continual Learning WACV 2024 Resurrecting Old Classes with New Data for Exemplar-Free Continual Learning CVPR 2024 Task-Adaptive Saliency Guidance for Exemplar-free Class Incremental Learning CVPR 2024 ICICLE: Interpretable Class Incremental Continual Learning ICCV 2023 Class-incremental Learning via Deep Model Consolidation WACV 2020