catastrophic forgetting

939 papers

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Also known as

CF

Co-occurring keywords

continual learning (1164) knowledge distillation (3680) class-incremental learning (154) incremental learning (278) domain adaptation (4578) representation learning (6174) lifelong learning (142) few-shot learning (3390) transfer learning (5442) large language model (12755)

Papers

Fairness Continual Learning Approach to Semantic Scene Understanding in Open-World Environments NIPS 2023

An Efficient Dataset Condensation Plugin and Its Application to Continual Learning NIPS 2023

Prototype-Sample Relation Distillation: Towards Replay-Free Continual Learning ICML 2023

Structure Aware Incremental Learning with Personalized Imitation Weights for Recommender Systems AAAI 2023

Task Difficulty Aware Parameter Allocation & Regularization for Lifelong Learning CVPR 2023

Preserving Linear Separability in Continual Learning by Backward Feature Projection CVPR 2023

Continual Semantic Segmentation With Automatic Memory Sample Selection CVPR 2023

Neuro-Symbolic Continual Learning: Knowledge, Reasoning Shortcuts and Concept Rehearsal ICML 2023

Does Continual Learning Meet Compositionality? New Benchmarks and An Evaluation Framework NIPS 2023

Discrete Key-Value Bottleneck ICML 2023

Selective experience replay compression using coresets for lifelong deep reinforcement learning in medical imaging MIDL 2023

Continual Vision-Language Representation Learning with Off-Diagonal Information ICML 2023

Overcoming catastrophic forgetting with classifier expander ACML 2023

An Investigation of the Combination of Rehearsal and Knowledge Distillation in Continual Learning for Spoken Language Understanding INTERSPEECH 2023

DeCoR: Defy Knowledge Forgetting by Predicting Earlier Audio Codes INTERSPEECH 2023

DDGR: Continual Learning with Deep Diffusion-based Generative Replay ICML 2023

Watermarking PLMs on Classification Tasks by Combining Contrastive Learning with Weight Perturbation EMNLP 2023

CoDEPS: Online Continual Learning for Depth Estimation and Panoptic Segmentation RSS 2023

Data Augmented Flatness-aware Gradient Projection for Continual Learning ICCV 2023

Can Pretrained Language Models (Yet) Reason Deductively? EACL 2023

Efficiently Upgrading Multilingual Machine Translation Models to Support More Languages EACL 2023

PIVOT: Prompting for Video Continual Learning CVPR 2023

Regularizing Second-Order Influences for Continual Learning CVPR 2023

CafeBoost: Causal Feature Boost To Eliminate Task-Induced Bias for Class Incremental Learning CVPR 2023

Rethinking Gradient Projection Continual Learning: Stability / Plasticity Feature Space Decoupling CVPR 2023