← Keywords

catastrophic forgetting

939 papers

Explore in graph

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

Entropy-Based Vocabulary Substitution for Incremental Learning in Multilingual Neural Machine Translation EMNLP 2022
Continual Learning for Natural Language Generations with Transformer Calibration EMNLP 2022
Continual Few-shot Relation Learning via Embedding Space Regularization and Data Augmentation ACL 2022
Continual Learning of Neural Machine Translation within Low Forgetting Risk Regions EMNLP 2022
CLLE: A Benchmark for Continual Language Learning Evaluation in Multilingual Machine Translation EMNLP 2022
Adaptive Orthogonal Projection for Batch and Online Continual Learning AAAI 2022
Learning from Students: Online Contrastive Distillation Network for General Continual Learning IJCAI 2022
DyGRAIN: An Incremental Learning Framework for Dynamic Graphs IJCAI 2022
Continual Learning with Guarantees via Weight Interval Constraints ICML 2022
Updating Only Encoders Prevents Catastrophic Forgetting of End-to-End ASR Models INTERSPEECH 2022
Rethinking Architecture Design for Tackling Data Heterogeneity in Federated Learning CVPR 2022
Learning Bayesian Sparse Networks With Full Experience Replay for Continual Learning CVPR 2022
Class-Incremental Learning by Knowledge Distillation With Adaptive Feature Consolidation CVPR 2022
Probing Representation Forgetting in Supervised and Unsupervised Continual Learning CVPR 2022
Dealing with Unknowns in Continual Learning for End-to-end Automatic Speech Recognition INTERSPEECH 2022
Multiband VAE: Latent Space Alignment for Knowledge Consolidation in Continual Learning IJCAI 2022
Lifelong Unsupervised Domain Adaptive Person Re-Identification With Coordinated Anti-Forgetting and Adaptation CVPR 2022
Wide Neural Networks Forget Less Catastrophically ICML 2022
Learning To Imagine: Diversify Memory for Incremental Learning Using Unlabeled Data CVPR 2022
Continual learning: a feature extraction formalization, an efficient algorithm, and fundamental obstructions NIPS 2022
ALIFE: Adaptive Logit Regularizer and Feature Replay for Incremental Semantic Segmentation NIPS 2022
CLiMB: A Continual Learning Benchmark for Vision-and-Language Tasks NIPS 2022
Maslow’s Hammer in Catastrophic Forgetting: Node Re-Use vs. Node Activation ICML 2022
Mining Unseen Classes via Regional Objectness: A Simple Baseline for Incremental Segmentation NIPS 2022
Multi-Domain Incremental Learning for Semantic Segmentation WACV 2022