Continual Learning

Continual Audio-Visual Sound Separation NeurIPS 2024 Continual Contrastive Spoken Language Understanding ACL 2024 Continual Few-shot Relation Extraction via Adaptive Gradient Correction and Knowledge Decomposition ACL 2024 Continual Learning for Motion Prediction Model via Meta-Representation Learning and Optimal Memory Buffer Retention Strategy CVPR 2024 Continual Learning in an Open and Dynamic World AAAI 2024 Continual Learning with Global Alignment NeurIPS 2024 Continual learning with the neural tangent ensemble NeurIPS 2024 Continual-MAE: Adaptive Distribution Masked Autoencoders for Continual Test-Time Adaptation CVPR 2024 Continual Test-time Adaptation for End-to-end Speech Recognition on Noisy Speech EMNLP 2024 Convolutional Prompting meets Language Models for Continual Learning CVPR 2024 DASH: Warm-Starting Neural Network Training in Stationary Settings without Loss of Plasticity NeurIPS 2024 Dealing with Synthetic Data Contamination in Online Continual Learning NeurIPS 2024 Defense without Forgetting: Continual Adversarial Defense with Anisotropic & Isotropic Pseudo Replay CVPR 2024 Distribution-aware Knowledge Prototyping for Non-exemplar Lifelong Person Re-identification CVPR 2024 Divide and not forget: Ensemble of selectively trained experts in Continual Learning ICLR 2024 Domain-Hallucinated Updating for Multi-Domain Face Anti-spoofing AAAI 2024 Dual-Consistency Model Inversion for Non-Exemplar Class Incremental Learning CVPR 2024 Dynamic Neural Regeneration: Enhancing Deep Learning Generalization on Small Datasets NeurIPS 2024 DYSON: Dynamic Feature Space Self-Organization for Online Task-Free Class Incremental Learning CVPR 2024 ECLIPSE: Efficient Continual Learning in Panoptic Segmentation with Visual Prompt Tuning CVPR 2024 Efficient Continual Pre-training for Building Domain Specific Large Language Models ACL 2024 Efficient Spiking Neural Networks with Sparse Selective Activation for Continual Learning AAAI 2024 Enhancing Visual Continual Learning with Language-Guided Supervision CVPR 2024 FCS: Feature Calibration and Separation for Non-Exemplar Class Incremental Learning CVPR 2024 F-OAL: Forward-only Online Analytic Learning with Fast Training and Low Memory Footprint in Class Incremental Learning NeurIPS 2024