← 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

Overcoming Catastrophic Forgetting in Incremental Object Detection via Elastic Response Distillation CVPR 2022
Learn From Others and Be Yourself in Heterogeneous Federated Learning CVPR 2022
Ask Question First for Enhancing Lifelong Language Learning COLING 2022
Distilling Causal Effect from Miscellaneous Other-Class for Continual Named Entity Recognition EMNLP 2022
Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora NAACL 2022
BMU-MoCo: Bidirectional Momentum Update for Continual Video-Language Modeling NIPS 2022
Controlling Conditional Language Models without Catastrophic Forgetting ICML 2022
Forget-free Continual Learning with Winning Subnetworks ICML 2022
Mitigating the Diminishing Effect of Elastic Weight Consolidation COLING 2022
Improving Scheduled Sampling with Elastic Weight Consolidation for Neural Machine Translation EMNLP 2022
Provable Continual Learning via Sketched Jacobian Approximations AISTATS 2022
Representation Compensation Networks for Continual Semantic Segmentation CVPR 2022
Learning To Prompt for Continual Learning CVPR 2022
Parameter-efficient Continual Learning Framework in Industrial Real-time Text Classification System NAACL 2022
Learning Unforgotten Domain-Invariant Representations for Online Unsupervised Domain Adaptation IJCAI 2022
Continual Federated Learning Based on Knowledge Distillation IJCAI 2022
Content Addressable Memory Without Catastrophic Forgetting by Heteroassociation with a Fixed Scaffold ICML 2022
StreamingQA: A Benchmark for Adaptation to New Knowledge over Time in Question Answering Models ICML 2022
Continual Semantic Segmentation Leveraging Image-level Labels and Rehearsal IJCAI 2022
A Unified Meta-Learning Framework for Dynamic Transfer Learning IJCAI 2022
Continual Learning In Environments With Polynomial Mixing Times NIPS 2022
An Analytical Theory of Curriculum Learning in Teacher-Student Networks NIPS 2022
From Dense to Sparse: Contrastive Pruning for Better Pre-trained Language Model Compression AAAI 2022
On the Effectiveness of Lipschitz-Driven Rehearsal in Continual Learning NIPS 2022
Retrospective Adversarial Replay for Continual Learning NIPS 2022