Continual Learning

Hierarchical Decomposition of Prompt-Based Continual Learning: Rethinking Obscured Sub-optimality NeurIPS 2023 History repeats: Overcoming catastrophic forgetting for event-centric temporal knowledge graph completion ACL 2023 How To Prevent the Poor Performance Clients for Personalized Federated Learning? CVPR 2023 Human Inspired Progressive Alignment and Comparative Learning for Grounded Word Acquisition ACL 2023 Hyperbolic Self-paced Learning for Self-supervised Skeleton-based Action Representations ICLR 2023 ICICLE: Interpretable Class Incremental Continual Learning ICCV 2023 Improving Continual Relation Extraction by Distinguishing Analogous Semantics ACL 2023 Improving Gender Fairness of Pre-Trained Language Models without Catastrophic Forgetting ACL 2023 Incorporating Syntactic Knowledge into Pre-trained Language Model using Optimization for Overcoming Catastrophic Forgetting EMNLP 2023 Incremental Generalized Category Discovery ICCV 2023 Incremental Image De-raining via Associative Memory AAAI 2023 Incremental Learning of Structured Memory via Closed-Loop Transcription ICLR 2023 Incrementer: Transformer for Class-Incremental Semantic Segmentation With Knowledge Distillation Focusing on Old Class CVPR 2023 InfoCL: Alleviating Catastrophic Forgetting in Continual Text Classification from An Information Theoretic Perspective EMNLP 2023 In- or out-of-distribution detection via dual divergence estimation UAI 2023 In-sample Curriculum Learning by Sequence Completion for Natural Language Generation ACL 2023 Instance and Category Supervision are Alternate Learners for Continual Learning ICCV 2023 Introducing Language Guidance in Prompt-based Continual Learning ICCV 2023 Investigating the Role and Impact of Disfluency on Summarization EMNLP 2023 Is Forgetting Less a Good Inductive Bias for Forward Transfer? ICLR 2023 Isolation and Impartial Aggregation: A Paradigm of Incremental Learning without Interference AAAI 2023 Knowledge Restore and Transfer for Multi-Label Class-Incremental Learning ICCV 2023 Knowledge Transfer in Incremental Learning for Multilingual Neural Machine Translation ACL 2023 Label-Efficient Online Continual Object Detection in Streaming Video ICCV 2023 Label-Guided Knowledge Distillation for Continual Semantic Segmentation on 2D Images and 3D Point Clouds ICCV 2023