Continual Learning

Decorate the Newcomers: Visual Domain Prompt for Continual Test Time Adaptation AAAI 2023 Deja Vu: Continual Model Generalization for Unseen Domains ICLR 2023 Does Continual Learning Equally Forget All Parameters? ICML 2023 Does Continual Learning Meet Compositionality? New Benchmarks and An Evaluation Framework NeurIPS 2023 Effective Continual Learning for Text Classification with Lightweight Snapshots AAAI 2023 Endpoints Weight Fusion for Class Incremental Semantic Segmentation CVPR 2023 Exploring Continual Learning for Code Generation Models ACL 2023 Few-Shot Class-Incremental Learning via Class-Aware Bilateral Distillation CVPR 2023 Geometry and Uncertainty-Aware 3D Point Cloud Class-Incremental Semantic Segmentation CVPR 2023 GKEAL: Gaussian Kernel Embedded Analytic Learning for Few-Shot Class Incremental Task CVPR 2023 History repeats: Overcoming catastrophic forgetting for event-centric temporal knowledge graph completion ACL 2023 Incrementer: Transformer for Class-Incremental Semantic Segmentation With Knowledge Distillation Focusing on Old Class CVPR 2023 Isolation and Impartial Aggregation: A Paradigm of Incremental Learning without Interference AAAI 2023 Learning Dynamic Latent Spaces for Lifelong Generative Modelling AAAI 2023 Leveraging Old Knowledge to Continually Learn New Classes in Medical Images AAAI 2023 Lifelong Person Re-identification via Knowledge Refreshing and Consolidation AAAI 2023 Lifelong Variational Autoencoder via Online Adversarial Expansion Strategy AAAI 2023 MECTA: Memory-Economic Continual Test-Time Model Adaptation ICLR 2023 MetaZSCIL: A Meta-Learning Approach for Generalized Zero-Shot Class Incremental Learning AAAI 2023 Online Bias Correction for Task-Free Continual Learning ICLR 2023 On the Stability-Plasticity Dilemma in Continual Meta-Learning: Theory and Algorithm NeurIPS 2023 Orthogonal Subspace Learning for Language Model Continual Learning EMNLP 2023 Overcoming catastrophic forgetting with classifier expander ACML 2023 Overcoming Recency Bias of Normalization Statistics in Continual Learning: Balance and Adaptation NeurIPS 2023 PIVOT: Prompting for Video Continual Learning CVPR 2023