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

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

Controlled Low-Rank Adaptation with Subspace Regularization for Continued Training on Large Language Models ACL 2025

Less, but Better: Efficient Multilingual Expansion for LLMs via Layer-wise Mixture-of-Experts ACL 2025

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

FR²Seg: Continual Segmentation Across Multiple Sites via Fourier Style Replay and Adaptive Consistency Regularization AAAI 2025

Federated Continual Instruction Tuning ICCV 2025

The Inter-Intra Modal Measure: A Predictive Lens on Fine-Tuning Outcomes in Vision-Language Models ICCV 2025

Few-Shot Audio-Visual Class-Incremental Learning with Temporal Prompting and Regularization AAAI 2025

iManip: Skill-Incremental Learning for Robotic Manipulation ICCV 2025

SMoLoRA: Exploring and Defying Dual Catastrophic Forgetting in Continual Visual Instruction Tuning ICCV 2025

DAM: Dynamic Adapter Merging for Continual Video QA Learning WACV 2025

Dynamic Adapter Tuning for Long-Tailed Class-Incremental Learning WACV 2025

Is Parameter Collision Hindering Continual Learning in LLMs? COLING 2025

Exploring Forgetting in Large Language Model Pre-Training ACL 2025

A Tiny Change, A Giant Leap: Long-Tailed Class-Incremental Learning via Geometric Prototype Alignment ICCV 2025

Dynamic Expansion Diffusion Learning for Lifelong Generative Modelling AAAI 2025

MalCL: Leveraging GAN-Based Generative Replay to Combat Catastrophic Forgetting in Malware Classification AAAI 2025

AAKR: Adversarial Attack-based Knowledge Retention for Continual Semantic Segmentation AAAI 2025

Continual Personalization for Diffusion Models ICCV 2025

Enhancing Multimodal Continual Instruction Tuning with BranchLoRA ACL 2025

Joint Diffusion Models in Continual Learning ICCV 2025

HFT: Half Fine-Tuning for Large Language Models ACL 2025

Make Domain Shift a Catastrophic Forgetting Alleviator in Class-Incremental Learning AAAI 2025

Continual Gradient Low-Rank Projection Fine-Tuning for LLMs ACL 2025

Generalization-Preserved Learning: Closing the Backdoor to Catastrophic Forgetting in Continual Deepfake Detection ICCV 2025