catastrophic forgetting

Unsupervised Online Continual Learning for Automatic Speech Recognition Interspeech 2024 Unveiling Linguistic Regions in Large Language Models ACL 2024 Vector Quantization Prompting for Continual Learning 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 What to Remember: Self-Adaptive Continual Learning for Audio Deepfake Detection AAAI 2024 What Will My Model Forget? Forecasting Forgotten Examples in Language Model Refinement ICML 2024 Wings: Learning Multimodal LLMs without Text-only Forgetting NeurIPS 2024 Achieving a Better Stability-Plasticity Trade-Off via Auxiliary Networks in Continual Learning CVPR 2023 Adapter Incremental Continual Learning of Efficient Audio Spectrogram Transformers Interspeech 2023 Adaptive Plasticity Improvement for Continual Learning CVPR 2023 A Data-Free Approach to Mitigate Catastrophic Forgetting in Federated Class Incremental Learning for Vision Tasks NeurIPS 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 An Empirical Investigation of the Role of Pre-training in Lifelong Learning JMLR 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 Artificial Neuronal Ensembles with Learned Context Dependent Gating ICLR 2023 A Simple Recipe to Meta-Learn Forward and Backward Transfer ICCV 2023 Attribution-Aware Weight Transfer: A Warm-Start Initialization for Class-Incremental Semantic Segmentation WACV 2023 AttriCLIP: A Non-Incremental Learner for Incremental Knowledge Learning CVPR 2023 Augmented Box Replay: Overcoming Foreground Shift for Incremental Object Detection ICCV 2023 Balanced Meta Learning and Diverse Sampling for Lifelong Task-Oriented Dialogue Systems AAAI 2023 BEEF: Bi-Compatible Class-Incremental Learning via Energy-Based Expansion and Fusion ICLR 2023