Continual Learning

Co-evolving data-driven and NLU-driven Synthesizers for Generating Code in Domain Growth and Data Scarcity EMNLP 2023 Cognitively Inspired Learning of Incremental Drifting Concepts IJCAI 2023 CoinSeg: Contrast Inter- and Intra- Class Representations for Incremental Segmentation ICCV 2023 CoMFormer: Continual Learning in Semantic and Panoptic Segmentation CVPR 2023 Complementary Domain Adaptation and Generalization for Unsupervised Continual Domain Shift Learning ICCV 2023 Computationally Budgeted Continual Learning: What Does Matter? CVPR 2023 CO-Net: Learning Multiple Point Cloud Tasks at Once with A Cohesive Network ICCV 2023 Consistent Prototype Learning for Few-Shot Continual Relation Extraction ACL 2023 ConSlide: Asynchronous Hierarchical Interaction Transformer with Breakup-Reorganize Rehearsal for Continual Whole Slide Image Analysis ICCV 2023 ConStruct-VL: Data-Free Continual Structured VL Concepts Learning CVPR 2023 Continual Detection Transformer for Incremental Object Detection CVPR 2023 Continual Dialogue State Tracking via Example-Guided Question Answering EMNLP 2023 Continual evaluation for lifelong learning: Identifying the stability gap ICLR 2023 Continual Event Extraction with Semantic Confusion Rectification EMNLP 2023 Continual Generalized Intent Discovery: Marching Towards Dynamic and Open-world Intent Recognition EMNLP 2023 Continual Graph Convolutional Network for Text Classification AAAI 2023 Continual Knowledge Distillation for Neural Machine Translation ACL 2023 Continual Learners are Incremental Model Generalizers ICML 2023 Continual Learning for Instruction Following from Realtime Feedback NeurIPS 2023 Continual Learning for Personalized Co-speech Gesture Generation ICCV 2023 Continual Learning in Linear Classification on Separable Data ICML 2023 Continual Learning With Dependency Preserving Hypernetworks WACV 2023 Continual Learning with Scaled Gradient Projection AAAI 2023 Continually Improving Extractive QA via Human Feedback EMNLP 2023 Continual Named Entity Recognition without Catastrophic Forgetting EMNLP 2023