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Continual Learning

309 directly classified papers

Papers per year

Papers

Interactive Continual Learning: Fast and Slow Thinking CVPR 2024
Convolutional Prompting meets Language Models for Continual Learning CVPR 2024
Consistent Prompting for Rehearsal-Free Continual Learning CVPR 2024
InfLoRA: Interference-Free Low-Rank Adaptation for Continual Learning CVPR 2024
ICL: Iterative Continual Learning for Multi-domain Neural Machine Translation EMNLP 2024
Gradient Localization Improves Lifelong Pretraining of Language Models EMNLP 2024
Robust Mean Teacher for Continual and Gradual Test-Time Adaptation CVPR 2023
Rebalancing Batch Normalization for Exemplar-Based Class-Incremental Learning CVPR 2023
PIVOT: Prompting for Video Continual Learning CVPR 2023
ConStruct-VL: Data-Free Continual Structured VL Concepts Learning CVPR 2023
Bilateral Memory Consolidation for Continual Learning CVPR 2023
Principles of Forgetting in Domain-Incremental Semantic Segmentation in Adverse Weather Conditions CVPR 2023
DDGR: Continual Learning with Deep Diffusion-based Generative Replay ICML 2023
Sub-network Discovery and Soft-masking for Continual Learning of Mixed Tasks EMNLP 2023
Leveraging Old Knowledge to Continually Learn New Classes in Medical Images AAAI 2023
Lifelong Variational Autoencoder via Online Adversarial Expansion Strategy AAAI 2023
Learning Dynamic Latent Spaces for Lifelong Generative Modelling AAAI 2023
MetaZSCIL: A Meta-Learning Approach for Generalized Zero-Shot Class Incremental Learning AAAI 2023
History repeats: Overcoming catastrophic forgetting for event-centric temporal knowledge graph completion ACL 2023
Class-Incremental Learning based on Label Generation ACL 2023
Isolation and Impartial Aggregation: A Paradigm of Incremental Learning without Interference AAAI 2023
Exploring Continual Learning for Code Generation Models ACL 2023
Rehearsal-free Continual Language Learning via Efficient Parameter Isolation ACL 2023
Effective Continual Learning for Text Classification with Lightweight Snapshots AAAI 2023
GKEAL: Gaussian Kernel Embedded Analytic Learning for Few-Shot Class Incremental Task CVPR 2023