Continual Learning

DASH: Warm-Starting Neural Network Training in Stationary Settings without Loss of Plasticity NeurIPS 2024 Data-Augmented Curriculum Graph Neural Architecture Search under Distribution Shifts AAAI 2024 D-CPT Law: Domain-specific Continual Pre-Training Scaling Law for Large Language Models NeurIPS 2024 Dealing with Synthetic Data Contamination in Online Continual Learning NeurIPS 2024 Defense without Forgetting: Continual Adversarial Defense with Anisotropic & Isotropic Pseudo Replay CVPR 2024 Defying Imbalanced Forgetting in Class Incremental Learning AAAI 2024 Delve into Base-Novel Confusion: Redundancy Exploration for Few-Shot Class-Incremental Learning IJCAI 2024 Depth Aware Hierarchical Replay Continual Learning for Knowledge Based Question Answering COLING 2024 Disentangling and mitigating the impact of task similarity for continual learning NeurIPS 2024 Distilling Causal Effect of Data in Continual Few-shot Relation Learning COLING 2024 Distribution-aware Knowledge Prototyping for Non-exemplar Lifelong Person Re-identification CVPR 2024 Does the Order Matter? Curriculum Learning over Languages COLING 2024 DoFIT: Domain-aware Federated Instruction Tuning with Alleviated Catastrophic Forgetting NeurIPS 2024 Domain adapted machine translation: What does catastrophic forgetting forget and why? EMNLP 2024 Doubly Perturbed Task Free Continual Learning AAAI 2024 DP-CRE: Continual Relation Extraction via Decoupled Contrastive Learning and Memory Structure Preservation COLING 2024 DS-AL: A Dual-Stream Analytic Learning for Exemplar-Free Class-Incremental Learning AAAI 2024 Dual-Consistency Model Inversion for Non-Exemplar Class Incremental Learning CVPR 2024 Dual-Enhanced Coreset Selection with Class-wise Collaboration for Online Blurry Class Incremental Learning CVPR 2024 Dynamic against Dynamic: An Open-Set Self-Learning Framework IJCAI 2024 Dynamically Anchored Prompting for Task-Imbalanced Continual Learning IJCAI 2024 DynamicER: Resolving Emerging Mentions to Dynamic Entities for RAG EMNLP 2024 Dynamic Sub-graph Distillation for Robust Semi-supervised Continual Learning AAAI 2024 Dysarthric Speech Recognition Using Curriculum Learning and Articulatory Feature Embedding Interspeech 2024 DYSON: Dynamic Feature Space Self-Organization for Online Task-Free Class Incremental Learning CVPR 2024