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Continual Learning

309 directly classified papers

Papers per year

Papers

Forget Less by Learning Together through Concept Consolidation WACV 2026
AAKR: Adversarial Attack-based Knowledge Retention for Continual Semantic Segmentation AAAI 2025
Modality-Incremental Learning with Disjoint Relevance Mapping Networks for Image-Based Semantic Segmentation WACV 2025
Training Consistent Mixture-of-Experts-Based Prompt Generator for Continual Learning AAAI 2025
Continual Unsupervised Generative Modelling via Online Optimal Transport AAAI 2025
Lifelong Scalable Generative System via Online Maximum Mean Discrepancy AAAI 2025
FR²Seg: Continual Segmentation Across Multiple Sites via Fourier Style Replay and Adaptive Consistency Regularization AAAI 2025
ConSense: Continually Sensing Human Activity with WiFi via Growing and Picking AAAI 2025
Rebalancing Multi-Label Class-Incremental Learning AAAI 2025
CAPrompt: Cyclic Prompt Aggregation for Pre-Trained Model Based Class Incremental Learning AAAI 2025
DualCP: Rehearsal-Free Domain-Incremental Learning via Dual-Level Concept Prototype AAAI 2025
Kolmogorov-Arnold Networks Still Catastrophically Forget but Differently from MLP AAAI 2025
Multi-View Incremental Learning with Structured Hebbian Plasticity for Enhanced Fusion Efficiency AAAI 2025
Dynamic Expansion Diffusion Learning for Lifelong Generative Modelling AAAI 2025
Make Domain Shift a Catastrophic Forgetting Alleviator in Class-Incremental Learning AAAI 2025
Continual Personalization for Diffusion Models ICCV 2025
Exploring Rationale Learning for Continual Graph Learning AAAI 2025
Adaptive Prototype Replay for Class Incremental Semantic Segmentation AAAI 2025
CRAM: Large Scale Video Continual Learning with Bootstrapped Compression ICCV 2025
Few-Shot Audio-Visual Class-Incremental Learning with Temporal Prompting and Regularization AAAI 2025
Multi-granularity Knowledge Transfer for Continual Reinforcement Learning IJCAI 2025
Salient Frequency-aware Exemplar Compression for Resource-constrained Online Continual Learning AAAI 2025
DCA: Dividing and Conquering Amnesia in Incremental Object Detection AAAI 2025
Enhancing Robustness in Incremental Learning with Adversarial Training AAAI 2025
Specifying What You Know or Not for Multi-Label Class-Incremental Learning AAAI 2025