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Continual Learning

1895 directly classified papers

Papers per year

Papers

Neuroplasticity and Corruption in Model Mechanisms: A Case Study Of Indirect Object Identification NAACL 2025
On the Generalization of Feature Incremental Learning IJCAI 2025
CRAM: Large Scale Video Continual Learning with Bootstrapped Compression ICCV 2025
SMoLoRA: Exploring and Defying Dual Catastrophic Forgetting in Continual Visual Instruction Tuning ICCV 2025
Dynamic Expansion Diffusion Learning for Lifelong Generative Modelling AAAI 2025
On the Discrimination and Consistency for Exemplar-Free Class Incremental Learning IJCAI 2025
LiBOG: Lifelong Learning for Black-Box Optimizer Generation IJCAI 2025
Continual Adaptation: Environment-Conditional Parameter Generation for Object Detection in Dynamic Scenarios ICCV 2025
Revisiting Pool-based Prompt Learning for Few-shot Class-incremental Learning ICCV 2025
Instruction-Grounded Visual Projectors for Continual Learning of Generative Vision-Language Models ICCV 2025
Achieving More with Less: Additive Prompt Tuning for Rehearsal-Free Class-Incremental Learning ICCV 2025
Human Activity Recognition in an Open World (Abstract Reprint) IJCAI 2025
Hybrid-TTA: Continual Test-time Adaptation via Dynamic Domain Shift Detection ICCV 2025
Integrating Task-Specific and Universal Adapters for Pre-Trained Model-based Class-Incremental Learning ICCV 2025
CoSMIC: Continual Self-supervised Learning for Multi-Domain Medical Imaging via Conditional Mutual Information Maximization ICCV 2025
CL-Splats: Continual Learning of Gaussian Splatting with Local Optimization ICCV 2025
Continual Personalization for Diffusion Models ICCV 2025
HFT: Half Fine-Tuning for Large Language Models ACL 2025
Learning Yourself: Class-Incremental Semantic Segmentation with Language-Inspired Bootstrapped Disentanglement ICCV 2025
Handling Spatial-Temporal Data Heterogeneity for Federated Continual Learning via Tail Anchor CVPR 2025
Unsupervised Continual Domain Shift Learning with Multi-Prototype Modeling CVPR 2025
Self-Expansion of Pre-trained Models with Mixture of Adapters for Continual Learning CVPR 2025
Curriculum Hierarchical Knowledge Distillation for Bias-Free Survival Prediction IJCAI 2025
MAD: Memory-Augmented Detection of 3D Objects CVPR 2025
EfficientPIE: Real-Time Prediction on Pedestrian Crossing Intention with Sole Observation IJCAI 2025