Continual Learning

Lifelong Sequence Generation with Dynamic Module Expansion and Adaptation EMNLP 2023 Lifelong Variational Autoencoder via Online Adversarial Expansion Strategy AAAI 2023 LIMIP: Lifelong Learning to Solve Mixed Integer Programs AAAI 2023 Loss Decoupling for Task-Agnostic Continual Learning NeurIPS 2023 Masked Autoencoders are Efficient Class Incremental Learners ICCV 2023 Measuring Asymmetric Gradient Discrepancy in Parallel Continual Learning ICCV 2023 Memorisation Cartography: Mapping out the Memorisation-Generalisation Continuum in Neural Machine Translation EMNLP 2023 Memory-Based Dual Gaussian Processes for Sequential Learning ICML 2023 Memory-Based Meta-Learning on Non-Stationary Distributions ICML 2023 Meta-Causal Learning for Single Domain Generalization CVPR 2023 MetaGCD: Learning to Continually Learn in Generalized Category Discovery ICCV 2023 MetaMix: Towards Corruption-Robust Continual Learning With Temporally Self-Adaptive Data Transformation CVPR 2023 Meta OOD Learning For Continuously Adaptive OOD Detection ICCV 2023 MetaZSCIL: A Meta-Learning Approach for Generalized Zero-Shot Class Incremental Learning AAAI 2023 Minimax Forward and Backward Learning of Evolving Tasks with Performance Guarantees NeurIPS 2023 Mitigating Catastrophic Forgetting for Few-Shot Spoken Word Classification Through Meta-Learning Interspeech 2023 Mix-of-Show: Decentralized Low-Rank Adaptation for Multi-Concept Customization of Diffusion Models NeurIPS 2023 Mixture Uniform Distribution Modeling and Asymmetric Mix Distillation for Class Incremental Learning AAAI 2023 MRN: Multiplexed Routing Network for Incremental Multilingual Text Recognition ICCV 2023 Multi-Centroid Task Descriptor for Dynamic Class Incremental Inference CVPR 2023 Multi-Modal Continual Test-Time Adaptation for 3D Semantic Segmentation ICCV 2023 NAPA-VQ: Neighborhood-Aware Prototype Augmentation with Vector Quantization for Continual Learning ICCV 2023 Nearly Optimal Bounds for Cyclic Forgetting NeurIPS 2023 Neuralizer: General Neuroimage Analysis Without Re-Training CVPR 2023 Neural Weight Search for Scalable Task Incremental Learning WACV 2023