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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

SERIL: Noise Adaptive Speech Enhancement Using Regularization-Based Incremental Learning INTERSPEECH 2020
Learning from the Past: Continual Meta-Learning with Bayesian Graph Neural Networks AAAI 2020
Online Fast Adaptation and Knowledge Accumulation (OSAKA): a New Approach to Continual Learning NIPS 2020
Regularize, Expand and Compress: NonExpansive Continual Learning WACV 2020
Continual Learning with Node-Importance based Adaptive Group Sparse Regularization NIPS 2020
Lifelong Policy Gradient Learning of Factored Policies for Faster Training Without Forgetting NIPS 2020
A Multi-Task Incremental Learning Framework with Category Name Embedding for Aspect-Category Sentiment Analysis EMNLP 2020
Lifelong Zero-Shot Learning IJCAI 2020
Residual Continual Learning AAAI 2020
Continual Learning of a Mixed Sequence of Similar and Dissimilar Tasks NIPS 2020
Mitigating Forgetting in Online Continual Learning via Instance-Aware Parameterization NIPS 2020
Overcoming Multi-Model Forgetting in One-Shot NAS With Diversity Maximization CVPR 2020
Optimal Continual Learning has Perfect Memory and is NP-hard ICML 2020
GAN Memory with No Forgetting NIPS 2020
Calibrating CNNs for Lifelong Learning NIPS 2020
A Two-phase Prototypical Network Model for Incremental Few-shot Relation Classification COLING 2020
Investigating Catastrophic Forgetting During Continual Training for Neural Machine Translation COLING 2020
Distill and Replay for Continual Language Learning COLING 2020
Continual Learning for Domain Adaptation in Chest X-ray Classification MIDL 2020
Supermasks in Superposition NIPS 2020
Learning to Adapt to Evolving Domains NIPS 2020
Large Scale Incremental Learning CVPR 2019
Gradient based sample selection for online continual learning NIPS 2019
Experience Replay for Continual Learning NIPS 2019
Policy Consolidation for Continual Reinforcement Learning ICML 2019