conftrace_

elastic weight consolidation

23 papers

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Also known as

EWC

Co-occurring keywords

catastrophic forgetting (958) continual learning (1181) neural machine translation (2310) transfer learning (5449) domain adaptation (4595) language model fine-tuning (236) pre-trained language model (1515) language model (4599) generative model (2892) language modeling (660)

Papers

HiCL: Hippocampal-Inspired Continual Learning AAAI 2026
Towards continually learning new languages INTERSPEECH 2023
NLMs: Augmenting Negation in Language Models EMNLP 2023
Generative Oversampling for Imbalanced Data via Majority-Guided VAE AISTATS 2023
LIMIP: Lifelong Learning to Solve Mixed Integer Programs AAAI 2023
Provable Continual Learning via Sketched Jacobian Approximations AISTATS 2022
Mitigating the Diminishing Effect of Elastic Weight Consolidation COLING 2022
Reducing Geographic Disparities in Automatic Speech Recognition via Elastic Weight Consolidation INTERSPEECH 2022
Class Incremental Learning for Intent Classification with Limited or No Old Data EMNLP 2022
Unifying Importance Based Regularisation Methods for Continual Learning AISTATS 2022
Improving Scheduled Sampling with Elastic Weight Consolidation for Neural Machine Translation EMNLP 2022
Elastic weight consolidation for better bias inoculation EACL 2021
Improving the Quality Trade-Off for Neural Machine Translation Multi-Domain Adaptation EMNLP 2021
Reducing Gender Bias in Neural Machine Translation as a Domain Adaptation Problem ACL 2020
FusionDN: A Unified Densely Connected Network for Image Fusion AAAI 2020
An Empirical Investigation Towards Efficient Multi-Domain Language Model Pre-training EMNLP 2020
Continual Learning for Natural Language Generation in Task-oriented Dialog Systems EMNLP 2020
Few-shot Image Generation with Elastic Weight Consolidation NIPS 2020
Continual Learning for Domain Adaptation in Chest X-ray Classification MIDL 2020
CUED@WMT19:EWC&LMs ACL 2019
Domain Adaptive Inference for Neural Machine Translation ACL 2019
Overcoming Catastrophic Forgetting During Domain Adaptation of Neural Machine Translation NAACL 2019
Unsupervised Pretraining for Neural Machine Translation Using Elastic Weight Consolidation ACL 2019