Continual Learning

Continual Learning Optimizations for Auto-regressive Decoder of Multilingual ASR systems Interspeech 2024 Continual Learning with Global Alignment NeurIPS 2024 Continual Learning with Pre-Trained Models: A Survey IJCAI 2024 Continual Learning with Semi-supervised Contrastive Distillation for Incremental Neural Machine Translation ACL 2024 Continual learning with the neural tangent ensemble NeurIPS 2024 Continual-MAE: Adaptive Distribution Masked Autoencoders for Continual Test-Time Adaptation CVPR 2024 Continual Momentum Filtering on Parameter Space for Online Test-time Adaptation ICLR 2024 Continual Multimodal Knowledge Graph Construction IJCAI 2024 Continual Multi-Objective Reinforcement Learning via Reward Model Rehearsal IJCAI 2024 Continual Multi-View Clustering with Consistent Anchor Guidance IJCAI 2024 Continual Reinforcement Learning for Controlled Text Generation COLING 2024 Continual Relation Extraction via Sequential Multi-Task Learning AAAI 2024 Continual Segmentation with Disentangled Objectness Learning and Class Recognition CVPR 2024 Continual Self-supervised Learning: Towards Universal Multi-modal Medical Data Representation Learning CVPR 2024 Continual Test-time Adaptation for End-to-end Speech Recognition on Noisy Speech EMNLP 2024 Continual Test-Time Domain Adaptation via Dynamic Sample Selection WACV 2024 Continual Vision-Language Retrieval via Dynamic Knowledge Rectification AAAI 2024 Continuously Learning, Adapting, and Improving: A Dual-Process Approach to Autonomous Driving NeurIPS 2024 CONTRAST: Continual Multi-source Adaptation to Dynamic Distributions NeurIPS 2024 Contrastive Continual Learning with Importance Sampling and Prototype-Instance Relation Distillation AAAI 2024 Convolutional Prompting meets Language Models for Continual Learning CVPR 2024 Critical Learning Periods Emerge Even in Deep Linear Networks ICLR 2024 Cross-Class Feature Augmentation for Class Incremental Learning AAAI 2024 Cross-Device Collaborative Test-Time Adaptation NeurIPS 2024 Cross-Domain Few-Shot Incremental Learning for Point-Cloud Recognition WACV 2024