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

Continual Learning for Multilingual Neural Machine Translation via Dual Importance-based Model Division EMNLP 2023

Rationale-Enhanced Language Models are Better Continual Relation Learners EMNLP 2023

Coordinated Replay Sample Selection for Continual Federated Learning EMNLP 2023

Dual Contrastive Learning Framework for Incremental Text Classification EMNLP 2023

Dealing With Cross-Task Class Discrimination in Online Continual Learning CVPR 2023

Learning Non-linguistic Skills without Sacrificing Linguistic Proficiency ACL 2023

Rehearsal-free Continual Language Learning via Efficient Parameter Isolation ACL 2023

Improving Gender Fairness of Pre-Trained Language Models without Catastrophic Forgetting ACL 2023

Lifelong Embedding Learning and Transfer for Growing Knowledge Graphs AAAI 2023

Lifelong Variational Autoencoder via Online Adversarial Expansion Strategy AAAI 2023

A Data-Free Approach to Mitigate Catastrophic Forgetting in Federated Class Incremental Learning for Vision Tasks NIPS 2023

Meta-Auxiliary Learning for Adaptive Human Pose Prediction AAAI 2023

Federated Incremental Semantic Segmentation CVPR 2023

LFS-GAN: Lifelong Few-Shot Image Generation ICCV 2023

Knowledge Restore and Transfer for Multi-Label Class-Incremental Learning ICCV 2023

SKD-NER: Continual Named Entity Recognition via Span-based Knowledge Distillation with Reinforcement Learning EMNLP 2023

Neural Weight Search for Scalable Task Incremental Learning WACV 2023

CLRL-Tuning: A Novel Continual Learning Approach for Automatic Speech Recognition INTERSPEECH 2023

Rehearsal-Free Online Continual Learning for Automatic Speech Recognition INTERSPEECH 2023

Perpetual Humanoid Control for Real-time Simulated Avatars ICCV 2023

Learning Federated Visual Prompt in Null Space for MRI Reconstruction CVPR 2023

TARGET: Federated Class-Continual Learning via Exemplar-Free Distillation ICCV 2023

BiRT: Bio-inspired Replay in Vision Transformers for Continual Learning ICML 2023

Teamwork Is Not Always Good: An Empirical Study of Classifier Drift in Class-incremental Information Extraction ACL 2023

Serial Contrastive Knowledge Distillation for Continual Few-shot Relation Extraction ACL 2023