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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

Continual Learning for Image-Based Camera Localization ICCV 2021
SS-IL: Separated Softmax for Incremental Learning ICCV 2021
RECALL: Replay-Based Continual Learning in Semantic Segmentation ICCV 2021
Wanderlust: Online Continual Object Detection in the Real World ICCV 2021
DeepCollaboration: Collaborative Generative and Discriminative Models for Class Incremental Learning AAAI 2021
Class-Incremental Instance Segmentation via Multi-Teacher Networks AAAI 2021
Gradient Regularized Contrastive Learning for Continual Domain Adaptation AAAI 2021
Overcoming Catastrophic Forgetting in Graph Neural Networks with Experience Replay AAAI 2021
Using Hindsight to Anchor Past Knowledge in Continual Learning AAAI 2021
Curriculum-Meta Learning for Order-Robust Continual Relation Extraction AAAI 2021
Image De-Raining via Continual Learning CVPR 2021
PLOP: Learning Without Forgetting for Continual Semantic Segmentation CVPR 2021
Continual Adaptation of Visual Representations via Domain Randomization and Meta-Learning CVPR 2021
Distilling Causal Effect of Data in Class-Incremental Learning CVPR 2021
Generalized Few-Shot Object Detection Without Forgetting CVPR 2021
Few-Shot Incremental Learning With Continually Evolved Classifiers CVPR 2021
Training Networks in Null Space of Feature Covariance for Continual Learning CVPR 2021
Addressing Catastrophic Forgetting in Few-Shot Problems ICML 2021
Elastic weight consolidation for better bias inoculation EACL 2021
Refining Sample Embeddings with Relation Prototypes to Enhance Continual Relation Extraction IJCNLP 2021
Sharing Less is More: Lifelong Learning in Deep Networks with Selective Layer Transfer ICML 2021
Continual Learning by Using Information of Each Class Holistically AAAI 2021
Overcoming Catastrophic Forgetting in Graph Neural Networks AAAI 2021
Generalising without Forgetting for Lifelong Person Re-Identification AAAI 2021
Hyper-LifelongGAN: Scalable Lifelong Learning for Image Conditioned Generation CVPR 2021