catastrophic forgetting

Steering Prototypes With Prompt-Tuning for Rehearsal-Free Continual Learning WACV 2024 Stronger, Lighter, Better: Towards Life-Long Attribute Value Extraction for E-Commerce Products ACL 2024 Task-Adaptive Saliency Guidance for Exemplar-free Class Incremental Learning CVPR 2024 Task-aware Orthogonal Sparse Network for Exploring Shared Knowledge in Continual Learning ICML 2024 Task Confusion and Catastrophic Forgetting in Class-Incremental Learning: A Mathematical Framework for Discriminative and Generative Modelings NeurIPS 2024 TaSL: Continual Dialog State Tracking via Task Skill Localization and Consolidation ACL 2024 TCP: Triplet Contrastive-Relationship Preserving for Class-Incremental Learning WACV 2024 Text-Enhanced Data-free Approach for Federated Class-Incremental Learning CVPR 2024 The Inter-batch Diversity of Samples in Experience Replay for Continual Learning AAAI 2024 The Joint Effect of Task Similarity and Overparameterization on Catastrophic Forgetting — An Analytical Model ICLR 2024 TIKP: Text-to-Image Knowledge Preservation for Continual Semantic Segmentation AAAI 2024 TongGu: Mastering Classical Chinese Understanding with Knowledge-Grounded Large Language Models EMNLP 2024 Towards Continual Knowledge Graph Embedding via Incremental Distillation AAAI 2024 Towards Continual Learning Desiderata via HSIC-Bottleneck Orthogonalization and Equiangular Embedding AAAI 2024 Towards Domain-Aware Knowledge Distillation for Continual Model Generalization WACV 2024 Towards Efficient Replay in Federated Incremental Learning CVPR 2024 Towards Rehearsal-Free Multilingual ASR: A LoRA-based Case Study on Whisper Interspeech 2024 Towards Robust Few-shot Class Incremental Learning in Audio Classification using Contrastive Representation Interspeech 2024 Train-Attention: Meta-Learning Where to Focus in Continual Knowledge Learning NeurIPS 2024 TRAM: Bridging Trust Regions and Sharpness Aware Minimization ICLR 2024 Understanding Catastrophic Forgetting in Language Models via Implicit Inference ICLR 2024 Understanding Forgetting in Continual Learning with Linear Regression ICML 2024 Unify Named Entity Recognition Scenarios via Contrastive Real-Time Updating Prototype AAAI 2024 UNIT: Unifying Image and Text Recognition in One Vision Encoder NeurIPS 2024 Universal Test-Time Adaptation Through Weight Ensembling, Diversity Weighting, and Prior Correction WACV 2024