continual learning

Representation Compensation Networks for Continual Semantic Segmentation CVPR 2022 Retaining Knowledge for Learning with Dynamic Definition NeurIPS 2022 Rethinking Video Anomaly Detection - A Continual Learning Approach WACV 2022 Retrospective Adversarial Replay for Continual Learning NeurIPS 2022 Same State, Different Task: Continual Reinforcement Learning without Interference AAAI 2022 Self-Supervised Models Are Continual Learners CVPR 2022 Self-Sustaining Representation Expansion for Non-Exemplar Class-Incremental Learning CVPR 2022 SparCL: Sparse Continual Learning on the Edge NeurIPS 2022 S-Prompts Learning with Pre-trained Transformers: An Occam’s Razor for Domain Incremental Learning NeurIPS 2022 Static-Dynamic Co-teaching for Class-Incremental 3D Object Detection AAAI 2022 Stochastic Coherence Over Attention Trajectory For Continuous Learning In Video Streams IJCAI 2022 Structure Learning-Based Task Decomposition for Reinforcement Learning in Non-stationary Environments AAAI 2022 Task-Free Continual Learning via Online Discrepancy Distance Learning NeurIPS 2022 TemporalWiki: A Lifelong Benchmark for Training and Evaluating Ever-Evolving Language Models EMNLP 2022 The Dual Form of Neural Networks Revisited: Connecting Test Time Predictions to Training Patterns via Spotlights of Attention ICML 2022 TimeLMs: Diachronic Language Models from Twitter ACL 2022 Towards Teachable Reasoning Systems: Using a Dynamic Memory of User Feedback for Continual System Improvement EMNLP 2022 TRGP: Trust Region Gradient Projection for Continual Learning ICLR 2022 Unifying Importance Based Regularisation Methods for Continual Learning AISTATS 2022 Unseen Classes at a Later Time? No Problem CVPR 2022 VariGrow: Variational Architecture Growing for Task-Agnostic Continual Learning based on Bayesian Novelty ICML 2022 vCLIMB: A Novel Video Class Incremental Learning Benchmark CVPR 2022 Where to Go for the Holidays: Towards Mixed-Type Dialogs for Clarification of User Goals ACL 2022 Wide Neural Networks Forget Less Catastrophically ICML 2022 Wild-Time: A Benchmark of in-the-Wild Distribution Shift over Time NeurIPS 2022