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continual learning

1164 papers

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Also known as

CIT OCL TFCL CIS CGZSL CL OR NULL CPT CLL CL NULL CIL CL

Co-occurring keywords

catastrophic forgetting (939) knowledge distillation (3680) representation learning (6174) domain adaptation (4578) class-incremental learning (154) incremental learning (278) neural network (6616) transfer learning (5442) few-shot learning (3390) online learning (1770)

Papers

Learning where to learn: Gradient sparsity in meta and continual learning NIPS 2021
Biological learning in key-value memory networks NIPS 2021
Federated Continual Learning with Weighted Inter-client Transfer ICML 2021
Hyper-LifelongGAN: Scalable Lifelong Learning for Image Conditioned Generation CVPR 2021
KSM: Fast Multiple Task Adaption via Kernel-Wise Soft Mask Learning CVPR 2021
Layerwise Optimization by Gradient Decomposition for Continual Learning CVPR 2021
Efficient Feature Transformations for Discriminative and Generative Continual Learning CVPR 2021
Joint Inference for Neural Network Depth and Dropout Regularization NIPS 2021
Wanderlust: Online Continual Object Detection in the Real World ICCV 2021
Hierarchical Indian buffet neural networks for Bayesian continual learning UAI 2021
Lifelong and Continual Learning Dialogue Systems: Learning during Conversation AAAI 2021
Refining Sample Embeddings with Relation Prototypes to Enhance Continual Relation Extraction IJCNLP 2021
Rainbow Memory: Continual Learning With a Memory of Diverse Samples CVPR 2021
Continual Learning via Bit-Level Information Preserving CVPR 2021
Continual Learning for Named Entity Recognition AAAI 2021
AdaXpert: Adapting Neural Architecture for Growing Data ICML 2021
Variational Auto-Regressive Gaussian Processes for Continual Learning ICML 2021
Variational Continual Bayesian Meta-Learning NIPS 2021
Incremental Learning via Rate Reduction CVPR 2021
Unsupervised Model Adaptation for Continual Semantic Segmentation AAAI 2021
Continual Learning in Task-Oriented Dialogue Systems EMNLP 2021
Adaptive Aggregation Networks for Class-Incremental Learning CVPR 2021
Achieving Forgetting Prevention and Knowledge Transfer in Continual Learning NIPS 2021
Continual Learning for Fake Audio Detection INTERSPEECH 2021
Overcoming Catastrophic Forgetting by Bayesian Generative Regularization ICML 2021