← Learning Types
Machine Learning › Learning Types ›

Continual Learning

1895 directly classified papers

Papers per year

Papers

Revisiting Pool-based Prompt Learning for Few-shot Class-incremental Learning ICCV 2025
On the Discrimination and Consistency for Exemplar-Free Class Incremental Learning IJCAI 2025
EfficientPIE: Real-Time Prediction on Pedestrian Crossing Intention with Sole Observation IJCAI 2025
Feature Decomposition-Recomposition in Large Vision-Language Model for Few-Shot Class-Incremental Learning ICCV 2025
Continual Adaptation: Environment-Conditional Parameter Generation for Object Detection in Dynamic Scenarios ICCV 2025
Discarding the Crutches: Adaptive Parameter-Efficient Expert Meta-Learning for Continual Semantic Parsing COLING 2025
Towards Robust Incremental Learning Under Ambiguous Supervision IJCAI 2025
Is Parameter Collision Hindering Continual Learning in LLMs? COLING 2025
Learning Yourself: Class-Incremental Semantic Segmentation with Language-Inspired Bootstrapped Disentanglement ICCV 2025
Diffuse&Refine: Intrinsic Knowledge Generation and Aggregation for Incremental Object Detection IJCAI 2025
Human Activity Recognition in an Open World (Abstract Reprint) IJCAI 2025
From End-to-end to Step-by-step: Learning to Abstract via Abductive Reinforcement Learning IJCAI 2025
CoSMIC: Continual Self-supervised Learning for Multi-Domain Medical Imaging via Conditional Mutual Information Maximization ICCV 2025
From General Relation Patterns to Task-Specific Decision-Making in Continual Multi-Agent Coordination IJCAI 2025
Prototype-guided Knowledge Propagation with Adaptive Learning for Lifelong Person Re-identification IJCAI 2025
Divide-and-Conquer for Enhancing Unlabeled Learning, Stability, and Plasticity in Semi-supervised Continual Learning ICCV 2025
Multi-granularity Knowledge Transfer for Continual Reinforcement Learning IJCAI 2025
Few-Shot Incremental Multi-modal Learning via Touch Guidance and Imaginary Vision Synthesis IJCAI 2025
Curriculum Hierarchical Knowledge Distillation for Bias-Free Survival Prediction IJCAI 2025
Any-SSR: How Recursive Least Squares Works in Continual Learning of Large Language Model ICCV 2025
ProtoDepth: Unsupervised Continual Depth Completion with Prototypes CVPR 2025
L4: Mutual Learning Helps Lifelong Language Learning EMNLP 2025
Reducing Class-wise Confusion for Incremental Learning with Disentangled Manifolds CVPR 2025
A Tiny Change, A Giant Leap: Long-Tailed Class-Incremental Learning via Geometric Prototype Alignment ICCV 2025
AAKR: Adversarial Attack-based Knowledge Retention for Continual Semantic Segmentation AAAI 2025