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

The Inter-batch Diversity of Samples in Experience Replay for Continual Learning AAAI 2024

CafeBoost: Causal Feature Boost To Eliminate Task-Induced Bias for Class Incremental Learning CVPR 2023

Rethinking Gradient Projection Continual Learning: Stability / Plasticity Feature Space Decoupling CVPR 2023

Bilateral Memory Consolidation for Continual Learning CVPR 2023

VQACL: A Novel Visual Question Answering Continual Learning Setting CVPR 2023

Principles of Forgetting in Domain-Incremental Semantic Segmentation in Adverse Weather Conditions CVPR 2023

Mitigating Catastrophic Forgetting for Few-Shot Spoken Word Classification Through Meta-Learning INTERSPEECH 2023

GradMA: A Gradient-Memory-Based Accelerated Federated Learning With Alleviated Catastrophic Forgetting CVPR 2023

NIFF: Alleviating Forgetting in Generalized Few-Shot Object Detection via Neural Instance Feature Forging CVPR 2023

CODA-Prompt: COntinual Decomposed Attention-Based Prompting for Rehearsal-Free Continual Learning CVPR 2023

Incrementer: Transformer for Class-Incremental Semantic Segmentation With Knowledge Distillation Focusing on Old Class CVPR 2023

Few-Shot Class-Incremental Learning via Class-Aware Bilateral Distillation CVPR 2023

Continual Semantic Segmentation With Automatic Memory Sample Selection CVPR 2023

Towards continually learning new languages INTERSPEECH 2023

Sequence-Level Knowledge Distillation for Class-Incremental End-to-End Spoken Language Understanding INTERSPEECH 2023

Continual Segment: Towards a Single, Unified and Non-forgetting Continual Segmentation Model of 143 Whole-body Organs in CT Scans ICCV 2023

PCR: Proxy-Based Contrastive Replay for Online Class-Incremental Continual Learning CVPR 2023

Multi-Modal Continual Test-Time Adaptation for 3D Semantic Segmentation ICCV 2023

Exploring Continual Learning for Code Generation Models ACL 2023

Augmented Box Replay: Overcoming Foreground Shift for Incremental Object Detection ICCV 2023

Class-Incremental Learning based on Label Generation ACL 2023

Adapter Incremental Continual Learning of Efficient Audio Spectrogram Transformers INTERSPEECH 2023

Class Incremental Learning for Task-Oriented Dialogue System with Contrastive Distillation on Internal Representations (Student Abstract) AAAI 2023

Continual Learning with Scaled Gradient Projection AAAI 2023

Sub-network Discovery and Soft-masking for Continual Learning of Mixed Tasks EMNLP 2023