Continual Learning

When Online Learning Meets ODE: Learning without Forgetting on Variable Feature Space AAAI 2023 When Prompt-based Incremental Learning Does Not Meet Strong Pretraining ICCV 2023 Acceleration of Federated Learning with Alleviated Forgetting in Local Training ICLR 2022 ACIL: Analytic Class-Incremental Learning with Absolute Memorization and Privacy Protection NeurIPS 2022 Adaptive Early-Learning Correction for Segmentation From Noisy Annotations CVPR 2022 Adaptive Orthogonal Projection for Batch and Online Continual Learning AAAI 2022 Adversarial and Sequential Training for Cross-lingual Prosody Transfer TTS Interspeech 2022 ALIFE: Adaptive Logit Regularizer and Feature Replay for Incremental Semantic Segmentation NeurIPS 2022 An Adaptive Deep RL Method for Non-Stationary Environments with Piecewise Stable Context NeurIPS 2022 Analyzing BERT Cross-lingual Transfer Capabilities in Continual Sequence Labeling COLING 2022 A Repetitive Spectrum Learning Framework for Monaural Speech Enhancement in Extremely Low SNR Environments (Student Abstract) AAAI 2022 A simple but strong baseline for online continual learning: Repeated Augmented Rehearsal NeurIPS 2022 Ask Question First for Enhancing Lifelong Language Learning COLING 2022 Asynchronous Convergence in Multi-Task Learning via Knowledge Distillation from Converged Tasks NAACL 2022 A Theoretical Study on Solving Continual Learning NeurIPS 2022 Augmented Geometric Distillation for Data-Free Incremental Person ReID CVPR 2022 A Versatile Adaptive Curriculum Learning Framework for Task-oriented Dialogue Policy Learning NAACL 2022 BayesPCN: A Continually Learnable Predictive Coding Associative Memory NeurIPS 2022 Beyond Not-Forgetting: Continual Learning with Backward Knowledge Transfer NeurIPS 2022 Block Contextual MDPs for Continual Learning L4DC 2022 BMU-MoCo: Bidirectional Momentum Update for Continual Video-Language Modeling NeurIPS 2022 Bring Evanescent Representations to Life in Lifelong Class Incremental Learning CVPR 2022 CERT: Continual Pre-training on Sketches for Library-oriented Code Generation IJCAI 2022 CGLB: Benchmark Tasks for Continual Graph Learning NeurIPS 2022 Characterizing Datapoints via Second-Split Forgetting NeurIPS 2022