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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

Learning a Condensed Frame for Memory-Efficient Video Class-Incremental Learning NIPS 2022
Reduce Catastrophic Forgetting of Dense Retrieval Training with Teleportation Negatives EMNLP 2022
Prompt Conditioned VAE: Enhancing Generative Replay for Lifelong Learning in Task-Oriented Dialogue EMNLP 2022
How Relevant is Selective Memory Population in Lifelong Language Learning? AACL 2022
A simple but strong baseline for online continual learning: Repeated Augmented Rehearsal NIPS 2022
Retaining Knowledge for Learning with Dynamic Definition NIPS 2022
Continual Learning for Natural Language Generations with Transformer Calibration CONLL 2022
Semi-Supervised Lifelong Language Learning EMNLP 2022
How catastrophic can catastrophic forgetting be in linear regression? COLT 2022
Federated Class-Incremental Learning CVPR 2022
MetaFSCIL: A Meta-Learning Approach for Few-Shot Class Incremental Learning CVPR 2022
Knowledge Capture and Replay for Continual Learning WACV 2022
Dataset Knowledge Transfer for Class-Incremental Learning Without Memory WACV 2022
Preventing Catastrophic Forgetting and Distribution Mismatch in Knowledge Distillation via Synthetic Data WACV 2022
Continual Learning for Task-oriented Dialogue System with Iterative Network Pruning, Expanding and Masking IJCNLP 2021
A Theoretical Analysis of Catastrophic Forgetting through the NTK Overlap Matrix AISTATS 2021
Knowledge Consolidation based Class Incremental Online Learning with Limited Data IJCAI 2021
Towards Lifelong Learning of End-to-End ASR INTERSPEECH 2021
Kernel Continual Learning ICML 2021
Continual Learning in the Teacher-Student Setup: Impact of Task Similarity ICML 2021
Online Limited Memory Neural-Linear Bandits with Likelihood Matching ICML 2021
Improving De-Raining Generalization via Neural Reorganization ICCV 2021
Generalized and Incremental Few-Shot Learning by Explicit Learning and Calibration Without Forgetting ICCV 2021
Rehearsal Revealed: The Limits and Merits of Revisiting Samples in Continual Learning ICCV 2021
Co2L: Contrastive Continual Learning ICCV 2021