Continual Learning

Continual Lifelong Learning for Intelligent Agents IJCAI 2021 Continual Neural Mapping: Learning an Implicit Scene Representation From Sequential Observations ICCV 2021 Continual Prototype Evolution: Learning Online From Non-Stationary Data Streams ICCV 2021 Continual Quality Estimation with Online Bayesian Meta-Learning ACL 2021 Continual Representation Learning for Biometric Identification WACV 2021 Continual Semantic Segmentation via Repulsion-Attraction of Sparse and Disentangled Latent Representations CVPR 2021 Continual World: A Robotic Benchmark For Continual Reinforcement Learning NeurIPS 2021 Continuous Coordination As a Realistic Scenario for Lifelong Learning ICML 2021 Continuous Learning in Neural Machine Translation using Bilingual Dictionaries EACL 2021 CPR: Classifier-Projection Regularization for Continual Learning ICLR 2021 Cross-Gradient Aggregation for Decentralized Learning from Non-IID Data ICML 2021 Curriculum Design for Teaching via Demonstrations: Theory and Applications NeurIPS 2021 Curriculum Graph Co-Teaching for Multi-Target Domain Adaptation CVPR 2021 Curriculum-Meta Learning for Order-Robust Continual Relation Extraction AAAI 2021 DeepCollaboration: Collaborative Generative and Discriminative Models for Class Incremental Learning AAAI 2021 Deep Reinforcement Learning amidst Continual Structured Non-Stationarity ICML 2021 DER: Dynamically Expandable Representation for Class Incremental Learning CVPR 2021 Detection and Continual Learning of Novel Face Presentation Attacks ICCV 2021 Distilling Causal Effect of Data in Class-Incremental Learning CVPR 2021 Domain-Lifelong Learning for Dialogue State Tracking via Knowledge Preservation Networks EMNLP 2021 Do Not Forget to Attend to Uncertainty While Mitigating Catastrophic Forgetting WACV 2021 DriftSurf: Stable-State / Reactive-State Learning under Concept Drift ICML 2021 DualNet: Continual Learning, Fast and Slow NeurIPS 2021 DyStaB: Unsupervised Object Segmentation via Dynamic-Static Bootstrapping CVPR 2021 EEC: Learning to Encode and Regenerate Images for Continual Learning ICLR 2021