continual learning

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 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 Adapter Incremental Continual Learning of Efficient Audio Spectrogram Transformers Interspeech 2023 Adaptive Plasticity Improvement for Continual Learning CVPR 2023 A Definition of Continual Reinforcement Learning NeurIPS 2023 Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors NeurIPS 2023 A-La-Carte Prompt Tuning (APT): Combining Distinct Data via Composable Prompting CVPR 2023 Alleviating Catastrophic Forgetting of Incremental Object Detection via Within-Class and Between-Class Knowledge Distillation ICCV 2023 Analysis of Catastrophic Forgetting for Random Orthogonal Transformation Tasks in the Overparameterized Regime AISTATS 2023 An Efficient Dataset Condensation Plugin and Its Application to Continual Learning NeurIPS 2023 A Neural Span-Based Continual Named Entity Recognition Model AAAI 2023 An Investigation of the Combination of Rehearsal and Knowledge Distillation in Continual Learning for Spoken Language Understanding Interspeech 2023 A Probabilistic Framework for Lifelong Test-Time Adaptation CVPR 2023 Artificial Neuronal Ensembles with Learned Context Dependent Gating ICLR 2023 A Simple Recipe to Meta-Learn Forward and Backward Transfer ICCV 2023 A Soft Nearest-Neighbor Framework for Continual Semi-Supervised Learning ICCV 2023 A Spectral Viewpoint on Continual Relation Extraction EMNLP 2023 A Survey on Dataset Distillation: Approaches, Applications and Future Directions IJCAI 2023 AttriCLIP: A Non-Incremental Learner for Incremental Knowledge Learning CVPR 2023 AUC Maximization in Imbalanced Lifelong Learning UAI 2023