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Continual Learning

309 directly classified papers

Papers per year

Papers

FALCON: Fairness Learning via Contrastive Attention Approach to Continual Semantic Scene Understanding CVPR 2025
ConSense: Continually Sensing Human Activity with WiFi via Growing and Picking AAAI 2025
Enhancing Robustness in Incremental Learning with Adversarial Training AAAI 2025
Adaptive Prototype Replay for Class Incremental Semantic Segmentation AAAI 2025
FR²Seg: Continual Segmentation Across Multiple Sites via Fourier Style Replay and Adaptive Consistency Regularization AAAI 2025
Learn to Memorize: Scalable Continual Learning in Semiparametric Models with Mixture-of-Neighbors Induction Memory ACL 2025
Training Consistent Mixture-of-Experts-Based Prompt Generator for Continual Learning AAAI 2025
Continual Personalization for Diffusion Models ICCV 2025
Towards Effective and Efficient Continual Pre-training of Large Language Models ACL 2025
Efficient Domain Continual pretraining by Mitigating the Stability Gap ACL 2025
Rebalancing Multi-Label Class-Incremental Learning AAAI 2025
Salient Frequency-aware Exemplar Compression for Resource-constrained Online Continual Learning AAAI 2025
Few-Shot Audio-Visual Class-Incremental Learning with Temporal Prompting and Regularization AAAI 2025
CRAM: Large Scale Video Continual Learning with Bootstrapped Compression ICCV 2025
Exploring Rationale Learning for Continual Graph Learning AAAI 2025
DualCP: Rehearsal-Free Domain-Incremental Learning via Dual-Level Concept Prototype AAAI 2025
Continual Unsupervised Generative Modelling via Online Optimal Transport AAAI 2025
Multi-granularity Knowledge Transfer for Continual Reinforcement Learning IJCAI 2025
AAKR: Adversarial Attack-based Knowledge Retention for Continual Semantic Segmentation AAAI 2025
Region-Based Optimization in Continual Learning for Audio Deepfake Detection AAAI 2025
Specifying What You Know or Not for Multi-Label Class-Incremental Learning AAAI 2025
DCA: Dividing and Conquering Amnesia in Incremental Object Detection AAAI 2025
Multi-View Incremental Learning with Structured Hebbian Plasticity for Enhanced Fusion Efficiency AAAI 2025
Make Domain Shift a Catastrophic Forgetting Alleviator in Class-Incremental Learning AAAI 2025
Enhancing Online Continual Learning with Plug-and-Play State Space Model and Class-Conditional Mixture of Discretization CVPR 2025