conftrace_

exemplar-free learning

21 papers

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Co-occurring keywords

continual learning (1181) catastrophic forgetting (958) class-incremental learning (154) class incremental learning (101) knowledge distillation (3725) analytic learning (6) closed-form solution (36) self-supervised learning (3777) pretrained model (292) representation learning (6206)

Papers

Expandable and Differentiable Dual Memories with Orthogonal Regularization for Exemplar-free Continual Learning AAAI 2026
Adversarial Pseudo-replay for Exemplar-free Class-incremental Learning WACV 2026
CIP-Net: Continual Interpretable Prototype-based Network 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
TACLE: Task and Class-Aware Exemplar-Free Semi-Supervised Class Incremental Learning WACV 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
On the Discrimination and Consistency for Exemplar-Free Class Incremental Learning IJCAI 2025
DuET: Dual Incremental Object Detection via Exemplar-Free Task Arithmetic ICCV 2025
ConSense: Continually Sensing Human Activity with WiFi via Growing and Picking AAAI 2025
Adapter Merging with Centroid Prototype Mapping for Scalable Class-Incremental Learning CVPR 2025
LoRA Subtraction for Drift-Resistant Space in Exemplar-Free Continual Learning CVPR 2025
An Analysis of Initial Training Strategies for Exemplar-Free Class-Incremental Learning WACV 2024
GACL: Exemplar-Free Generalized Analytic Continual Learning NIPS 2024
Task-Adaptive Saliency Guidance for Exemplar-free Class Incremental Learning CVPR 2024
Plasticity-Optimized Complementary Networks for Unsupervised Continual Learning WACV 2024
DS-AL: A Dual-Stream Analytic Learning for Exemplar-Free Class-Incremental Learning AAAI 2024
Resurrecting Old Classes with New Data for Exemplar-Free Continual Learning CVPR 2024
ICICLE: Interpretable Class Incremental Continual Learning ICCV 2023
Class-incremental Learning via Deep Model Consolidation WACV 2020