Continual Learning

Efficient Continual Learning with Modular Networks and Task-Driven Priors ICLR 2021 Efficient Feature Transformations for Discriminative and Generative Continual Learning CVPR 2021 Elastic weight consolidation for better bias inoculation EACL 2021 Else-Net: Elastic Semantic Network for Continual Action Recognition From Skeleton Data ICCV 2021 Enabling Fast Instruction-Based Modification of Learned Robot Skills AAAI 2021 Evaluations of the Gap between Supervised and Reinforcement Lifelong Learning on Robotic Manipulation Tasks CoRL 2021 Exploiting Curriculum Learning in Unsupervised Neural Machine Translation EMNLP 2021 Exploring Word Usage Change with Continuously Evolving Embeddings ACL 2021 Fast And Slow Learning Of Recurrent Independent Mechanisms ICLR 2021 FastICARL: Fast Incremental Classifier and Representation Learning with Efficient Budget Allocation in Audio Sensing Applications Interspeech 2021 Federated Continual Learning with Weighted Inter-client Transfer ICML 2021 FedSpeech: Federated Text-to-Speech with Continual Learning IJCAI 2021 Few-Shot and Continual Learning With Attentive Independent Mechanisms ICCV 2021 Few-Shot Class-Incremental Learning via Relation Knowledge Distillation AAAI 2021 Few-Shot Incremental Learning With Continually Evolved Classifiers CVPR 2021 Few-Shot Lifelong Learning AAAI 2021 FLAR: A Unified Prototype Framework for Few-Sample Lifelong Active Recognition ICCV 2021 Flattening Sharpness for Dynamic Gradient Projection Memory Benefits Continual Learning NeurIPS 2021 Formalizing the Generalization-Forgetting Trade-off in Continual Learning NeurIPS 2021 Fuzzy Tiling Activations: A Simple Approach to Learning Sparse Representations Online ICLR 2021 Gated Linear Networks AAAI 2021 Generalising without Forgetting for Lifelong Person Re-Identification AAAI 2021 Generalizable Representation Learning for Mixture Domain Face Anti-Spoofing AAAI 2021 Generalized and Incremental Few-Shot Learning by Explicit Learning and Calibration Without Forgetting ICCV 2021 Generalized Few-Shot Object Detection Without Forgetting CVPR 2021