Continual Learning

Unsupervised Online Continual Learning for Automatic Speech Recognition Interspeech 2024 Unveiling Options with Neural Network Decomposition ICLR 2024 Using Curriculum Masking Based on Child Language Development to Train a Large Language Model with Limited Training Data CoNLL 2024 Vector Quantization Prompting for Continual Learning NeurIPS 2024 ViDA: Homeostatic Visual Domain Adapter for Continual Test Time Adaptation ICLR 2024 ViLCo-Bench: VIdeo Language COntinual learning Benchmark NeurIPS 2024 Visual Prompt Tuning in Null Space for Continual Learning NeurIPS 2024 Wakening Past Concepts Without Past Data: Class-Incremental Learning From Online Placebos WACV 2024 Wearable Sensor-Based Few-Shot Continual Learning on Hand Gestures for Motor-Impaired Individuals via Latent Embedding Exploitation IJCAI 2024 What How and When Should Object Detectors Update in Continually Changing Test Domains? CVPR 2024 What Matters in Graph Class Incremental Learning? An Information Preservation Perspective NeurIPS 2024 What to Remember: Self-Adaptive Continual Learning for Audio Deepfake Detection AAAI 2024 WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models NeurIPS 2024 Zero-shot Generalizable Incremental Learning for Vision-Language Object Detection NeurIPS 2024 Achieving a Better Stability-Plasticity Trade-Off via Auxiliary Networks in Continual Learning CVPR 2023 A Continual Deepfake Detection Benchmark: Dataset, Methods, and Essentials WACV 2023 A Continual Pre-training Approach to Tele-Triaging Pregnant Women in Kenya AAAI 2023 Adapter Incremental Continual Learning of Efficient Audio Spectrogram Transformers Interspeech 2023 Adaptive Compositional Continual Meta-Learning ICML 2023 Adaptive Plasticity Improvement for Continual Learning CVPR 2023 Adaptive Policy Learning for Offline-to-Online Reinforcement Learning AAAI 2023 A Data-Free Approach to Mitigate Catastrophic Forgetting in Federated Class Incremental Learning for Vision Tasks NeurIPS 2023 A Definition of Continual Reinforcement Learning NeurIPS 2023 AdvisIL - A Class-Incremental Learning Advisor WACV 2023 Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors NeurIPS 2023