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

DuET: Dual Incremental Object Detection via Exemplar-Free Task Arithmetic ICCV 2025

One VLM to Keep it Learning: Generation and Balancing for Data-Free Continual Visual Question Answering WACV 2025

DocThinker: Explainable Multimodal Large Language Models with Rule-based Reinforcement Learning for Document Understanding ICCV 2025

Dual Domain Control via Active Learning for Remote Sensing Domain Incremental Object Detection ICCV 2025

Prototypical Replay with Old-class Focusing Knowledge Distillation for Incremental Named Entity Recognition AAAI 2025

Handling Spatial-Temporal Data Heterogeneity for Federated Continual Learning via Tail Anchor CVPR 2025

iManip: Skill-Incremental Learning for Robotic Manipulation ICCV 2025

Hierarchical Visual Prompt Learning for Continual Video Instance Segmentation ICCV 2025

Dynamic Multi-Layer Null Space Projection for Vision-Language Continual Learning ICCV 2025

Federated Continual Instruction Tuning ICCV 2025

Joint Diffusion Models in Continual Learning ICCV 2025

Language Guided Concept Bottleneck Models for Interpretable Continual Learning CVPR 2025

LiBOG: Lifelong Learning for Black-Box Optimizer Generation IJCAI 2025

In-context Continual Learning Assisted by an External Continual Learner COLING 2025

ELDER: Enhancing Lifelong Model Editing with Mixture-of-LoRA AAAI 2025

PROL : Rehearsal Free Continual Learning in Streaming Data via Prompt Online Learning ICCV 2025

Towards Robust Incremental Learning Under Ambiguous Supervision IJCAI 2025

Gradient Decomposition and Alignment for Incremental Object Detection ICCV 2025

Overcoming Dual Drift for Continual Long-Tailed Visual Question Answering ICCV 2025

One-for-More: Continual Diffusion Model for Anomaly Detection CVPR 2025

Specifying What You Know or Not for Multi-Label Class-Incremental Learning AAAI 2025

From General Relation Patterns to Task-Specific Decision-Making in Continual Multi-Agent Coordination IJCAI 2025

Dynamic Expansion Diffusion Learning for Lifelong Generative Modelling AAAI 2025

Reducing Class-wise Confusion for Incremental Learning with Disentangled Manifolds CVPR 2025

An Efficient Rehearsal Scheme for Catastrophic Forgetting Mitigation during Multi-stage Fine-tuning NAACL 2025