Continual Learning

Balanced Meta Learning and Diverse Sampling for Lifelong Task-Oriented Dialogue Systems AAAI 2023 Batch Model Consolidation: A Multi-Task Model Consolidation Framework CVPR 2023 Better Generative Replay for Continual Federated Learning ICLR 2023 Bi-Drop: Enhancing Fine-tuning Generalization via Synchronous sub-net Estimation and Optimization EMNLP 2023 Bilateral Memory Consolidation for Continual Learning CVPR 2023 Bilevel Coreset Selection in Continual Learning: A New Formulation and Algorithm NeurIPS 2023 BiRT: Bio-inspired Replay in Vision Transformers for Continual Learning ICML 2023 CafeBoost: Causal Feature Boost To Eliminate Task-Induced Bias for Class Incremental Learning CVPR 2023 CBA: Improving Online Continual Learning via Continual Bias Adaptor ICCV 2023 CITB: A Benchmark for Continual Instruction Tuning EMNLP 2023 Class-incremental Continual Learning for Instance Segmentation with Image-level Weak Supervision ICCV 2023 Class-Incremental Exemplar Compression for Class-Incremental Learning CVPR 2023 Class-Incremental Grouping Network for Continual Audio-Visual Learning ICCV 2023 Class-Incremental Learning based on Label Generation ACL 2023 Class Incremental Learning for Task-Oriented Dialogue System with Contrastive Distillation on Internal Representations (Student Abstract) AAAI 2023 Class Lifelong Learning for Intent Detection via Structure Consolidation Networks ACL 2023 CLCL: Non-compositional Expression Detection with Contrastive Learning and Curriculum Learning ACL 2023 CLeAR: Continual Learning on Algorithmic Reasoning for Human-like Intelligence NeurIPS 2023 CLNeRF: Continual Learning Meets NeRF ICCV 2023 CL-NeRF: Continual Learning of Neural Radiance Fields for Evolving Scene Representation NeurIPS 2023 Cloud-Device Collaborative Adaptation to Continual Changing Environments in the Real-World CVPR 2023 CLR: Channel-wise Lightweight Reprogramming for Continual Learning ICCV 2023 CLRL-Tuning: A Novel Continual Learning Approach for Automatic Speech Recognition Interspeech 2023 CODA-Prompt: COntinual Decomposed Attention-Based Prompting for Rehearsal-Free Continual Learning CVPR 2023 CoDEPS: Online Continual Learning for Depth Estimation and Panoptic Segmentation RSS 2023