continual learning

φ-DPO: Fairness Direct Preference Optimization Approach to Continual Learning in Large Multimodal Models CVPR 2026 AdaPrior: Bayesian-Inspired Adaptive Prior Correction for Long-Tailed Continual Learning CVPR 2026 Adapt Before Continual Learning AAAI 2026 Adaptive Data Flywheel: Applying MAPE Control Loops to AI Agent Improvement EACL 2026 Adaptive-Learngene: Continual Expansion and Task-Aware Selection of Learngenes for Dynamic Environments AAAI 2026 Adversarial Perturbation Shield: Preventing Concept Bleed-through in Continual Learning of Personalized Generative Models AAAI 2026 A Faster Path to Continual Learning CVPR 2026 AtomicVLA: Unlocking the Potential of Atomic Skill Learning in Robots CVPR 2026 Attention Retention for Continual Learning with Vision Transformers AAAI 2026 Back to Source: Open-Set Continual Test-Time Adaptation via Domain Compensation CVPR 2026 Beyond Prompt Degradation: Prototype-guided Dual-pool Prompting for Incremental Object Detection CVPR 2026 Beyond Sharpness: A Flatness Decomposition Framework for Efficient Continual Learning AAAI 2026 Beyond the Static World: Continual Category Discovery under Visual Drift CVPR 2026 Black-Box Domain Adaptation for Object Detection with Retention-Driven Knowledge Compression CVPR 2026 BOFA: Bridge-Layer Orthogonal Low-Rank Fusion for CLIP-Based Class-Incremental Learning AAAI 2026 Branch, or Layer? Zeroth-Order Optimization for Continual Learning of Vision-Language Models AAAI 2026 Breaking Task Boundaries: A Unified Model for 3D Medical Image Fusion and Segmentation Guided by Manifold Perspective AAAI 2026 BriMA: Bridged Modality Adaptation for Multi-Modal Continual Action Quality Assessment CVPR 2026 Bring Your Dreams to Life: Continual Text-to-Video Customization AAAI 2026 CADE: Continual Weakly-supervised Video Anomaly Detection with Ensembles WACV 2026 Can Large Language Models Keep Up? Benchmarking Online Adaptation to Continual Knowledge Streams ACL 2026 Catastrophic Forgetting in Kolmogorov-Arnold Networks AAAI 2026 CGL: Advancing Continual GUI Learning via Reinforcement Fine-Tuning CVPR 2026 CiNuSeg: Class Incremental Nuclei Segmentation via Anchor-driven Consistency Learning with Dual Region Regularization AAAI 2026 CIP-Net: Continual Interpretable Prototype-based Network AAAI 2026