catastrophic forgetting

939 papers

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Also known as

CF

Co-occurring keywords

continual learning (1164) knowledge distillation (3680) class-incremental learning (154) incremental learning (278) domain adaptation (4578) representation learning (6174) lifelong learning (142) few-shot learning (3390) transfer learning (5442) large language model (12755)

Papers

Unsupervised Online Continual Learning for Automatic Speech Recognition INTERSPEECH 2024

Revisiting Neural Networks for Continual Learning: An Architectural Perspective IJCAI 2024

Distribution-aware Knowledge Prototyping for Non-exemplar Lifelong Person Re-identification CVPR 2024

Continual Learning for Motion Prediction Model via Meta-Representation Learning and Optimal Memory Buffer Retention Strategy CVPR 2024

Interleaved Audio/Audiovisual Transfer Learning for AV-ASR in Low-Resourced Languages INTERSPEECH 2024

Adapter Learning from Pre-trained Model for Robust Spoof Speech Detection INTERSPEECH 2024

Finding Task-specific Subnetworks in Multi-task Spoken Language Understanding Model INTERSPEECH 2024

Forgetting, Ignorance or Myopia: Revisiting Key Challenges in Online Continual Learning NIPS 2024

Dynamically Anchored Prompting for Task-Imbalanced Continual Learning IJCAI 2024

ATTA: Adaptive Test-Time Adaptation for Multi-Modal Sleep Stage Classification IJCAI 2024

Continual Multi-Objective Reinforcement Learning via Reward Model Rehearsal IJCAI 2024

Few-Shot Keyword-Incremental Learning with Total Calibration INTERSPEECH 2024

Continual Learning with Pre-Trained Models: A Survey IJCAI 2024

CoIN: A Benchmark of Continual Instruction Tuning for Multimodel Large Language Models NIPS 2024

Knowledge-Preserving Pluggable Modules for Multilingual Speech Translation Tasks INTERSPEECH 2024

FUN with Fisher: Improving Generalization of Adapter-Based Cross-lingual Transfer with Scheduled Unfreezing NAACL 2024

Gradient Reweighting: Towards Imbalanced Class-Incremental Learning CVPR 2024

Task Confusion and Catastrophic Forgetting in Class-Incremental Learning: A Mathematical Framework for Discriminative and Generative Modelings NIPS 2024

Persistence Homology Distillation for Semi-supervised Continual Learning NIPS 2024

OrCo: Towards Better Generalization via Orthogonality and Contrast for Few-Shot Class-Incremental Learning CVPR 2024

Depth Aware Hierarchical Replay Continual Learning for Knowledge Based Question Answering COLING 2024

Delve into Base-Novel Confusion: Redundancy Exploration for Few-Shot Class-Incremental Learning IJCAI 2024

A Parameter-efficient Language Extension Framework for Multilingual ASR INTERSPEECH 2024

Embracing Language Inclusivity and Diversity in CLIP through Continual Language Learning AAAI 2024

UNIT: Unifying Image and Text Recognition in One Vision Encoder NIPS 2024