MedPEFT-CL: Dual-Phase Parameter-Efficient Continual Learning with Medical Semantic Adapter and Bidirectional Memory Consolidation
Fuente:
arXiv
Guardado en:
| Autor principal: | Gao, Ziyuan |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
MedCRP-CL: Continual Medical Image Segmentation via Bayesian Nonparametric Semantic Modality Discovery
por: Gao, Ziyuan
Publicado: (2026)
por: Gao, Ziyuan
Publicado: (2026)
Prompt-Aware Adaptive Elastic Weight Consolidation for Continual Learning in Medical Vision-Language Models
por: Gao, Ziyuan, et al.
Publicado: (2025)
por: Gao, Ziyuan, et al.
Publicado: (2025)
MedCL: Learning Consistent Anatomy Distribution for Scribble-supervised Medical Image Segmentation
por: Zhang, Ke, et al.
Publicado: (2025)
por: Zhang, Ke, et al.
Publicado: (2025)
Beyond Prompt Learning: Continual Adapter for Efficient Rehearsal-Free Continual Learning
por: Gao, Xinyuan, et al.
Publicado: (2024)
por: Gao, Xinyuan, et al.
Publicado: (2024)
AGENet: Adaptive Edge-aware Geodesic Distance Learning for Few-Shot Medical Image Segmentation
por: Gao, Ziyuan
Publicado: (2025)
por: Gao, Ziyuan
Publicado: (2025)
Continual Learning by Three-Phase Consolidation
por: Maltoni, Davide, et al.
Publicado: (2024)
por: Maltoni, Davide, et al.
Publicado: (2024)
Adapter-Enhanced Semantic Prompting for Continual Learning
por: Yin, Baocai, et al.
Publicado: (2024)
por: Yin, Baocai, et al.
Publicado: (2024)
Med-Tuning: A New Parameter-Efficient Tuning Framework for Medical Volumetric Segmentation
por: Shen, Jiachen, et al.
Publicado: (2023)
por: Shen, Jiachen, et al.
Publicado: (2023)
Memory Efficient Transformer Adapter for Dense Predictions
por: Zhang, Dong, et al.
Publicado: (2025)
por: Zhang, Dong, et al.
Publicado: (2025)
Prompt-Free and Efficient SAM2 Adaptation for Biomedical Semantic Segmentation via Dual Adapters
por: Mitsuoka, Hinako, et al.
Publicado: (2026)
por: Mitsuoka, Hinako, et al.
Publicado: (2026)
Patch-Based Contrastive Learning and Memory Consolidation for Online Unsupervised Continual Learning
por: Taylor, Cameron, et al.
Publicado: (2024)
por: Taylor, Cameron, et al.
Publicado: (2024)
CAD: Memory Efficient Convolutional Adapter for Segment Anything
por: Kim, Joohyeok, et al.
Publicado: (2024)
por: Kim, Joohyeok, et al.
Publicado: (2024)
MambaPEFT: Exploring Parameter-Efficient Fine-Tuning for Mamba
por: Yoshimura, Masakazu, et al.
Publicado: (2024)
por: Yoshimura, Masakazu, et al.
Publicado: (2024)
DPL: Spatial-Conditioned Diffusion Prototype Enhancement for One-Shot Medical Segmentation
por: Gao, Ziyuan, et al.
Publicado: (2025)
por: Gao, Ziyuan, et al.
Publicado: (2025)
PEFT A2Z: Parameter-Efficient Fine-Tuning Survey for Large Language and Vision Models
por: Prottasha, Nusrat Jahan, et al.
Publicado: (2025)
por: Prottasha, Nusrat Jahan, et al.
Publicado: (2025)
GLT-PEFT: Gated Lie-Tucker Parameter-Efficient Fine-Tuning for Alzheimer's Disease Diagnosis with Hippocampal Segmentation Pretraining
por: He, Guanghua, et al.
Publicado: (2026)
por: He, Guanghua, et al.
Publicado: (2026)
Mixture of Physical Priors Adapter for Parameter-Efficient Fine-Tuning
por: Wang, Zhaozhi, et al.
Publicado: (2024)
por: Wang, Zhaozhi, et al.
Publicado: (2024)
VP Lab: a PEFT-Enabled Visual Prompting Laboratory for Semantic Segmentation
por: Avogaro, Niccolo, et al.
Publicado: (2025)
por: Avogaro, Niccolo, et al.
Publicado: (2025)
ClassWise-SAM-Adapter: Parameter Efficient Fine-tuning Adapts Segment Anything to SAR Domain for Semantic Segmentation
por: Pu, Xinyang, et al.
Publicado: (2024)
por: Pu, Xinyang, et al.
Publicado: (2024)
SAM-DA: Decoder Adapter for Efficient Medical Domain Adaptation
por: Tejero, Javier Gamazo, et al.
Publicado: (2025)
por: Tejero, Javier Gamazo, et al.
Publicado: (2025)
Bidirectional Channel-selective Semantic Interaction for Semi-Supervised Medical Segmentation
por: Huang, Kaiwen, et al.
Publicado: (2026)
por: Huang, Kaiwen, et al.
Publicado: (2026)
Dynamic Adapter Meets Prompt Tuning: Parameter-Efficient Transfer Learning for Point Cloud Analysis
por: Zhou, Xin, et al.
Publicado: (2024)
por: Zhou, Xin, et al.
Publicado: (2024)
Pear: Pruning and Sharing Adapters in Visual Parameter-Efficient Fine-Tuning
por: Zhong, Yibo, et al.
Publicado: (2024)
por: Zhong, Yibo, et al.
Publicado: (2024)
ProtoAda: Prototype-Guided Adaptive Adapter Expansion and Geometric Consolidation for Multimodal Continual Instruction Tuning
por: Shi, Yu-Cheng, et al.
Publicado: (2026)
por: Shi, Yu-Cheng, et al.
Publicado: (2026)
Forecast-PEFT: Parameter-Efficient Fine-Tuning for Pre-trained Motion Forecasting Models
por: Wang, Jifeng, et al.
Publicado: (2024)
por: Wang, Jifeng, et al.
Publicado: (2024)
Conv-Adapter: Exploring Parameter Efficient Transfer Learning for ConvNets
por: Chen, Hao, et al.
Publicado: (2022)
por: Chen, Hao, et al.
Publicado: (2022)
Bi-TTA: Bidirectional Test-Time Adapter for Remote Physiological Measurement
por: Li, Haodong, et al.
Publicado: (2024)
por: Li, Haodong, et al.
Publicado: (2024)
ConSept: Continual Semantic Segmentation via Adapter-based Vision Transformer
por: Dong, Bowen, et al.
Publicado: (2024)
por: Dong, Bowen, et al.
Publicado: (2024)
Mamba-CL: Optimizing Selective State Space Model in Null Space for Continual Learning
por: Cheng, De, et al.
Publicado: (2024)
por: Cheng, De, et al.
Publicado: (2024)
DeepFake-Adapter: Dual-Level Adapter for DeepFake Detection
por: Shao, Rui, et al.
Publicado: (2023)
por: Shao, Rui, et al.
Publicado: (2023)
Forging a Dynamic Memory: Retrieval-Guided Continual Learning for Generalist Medical Foundation Models
por: Chen, Zizhi, et al.
Publicado: (2025)
por: Chen, Zizhi, et al.
Publicado: (2025)
Fully Differentiable Bidirectional Dual-Task Synergistic Learning for Semi-Supervised 3D Medical Image Segmentation
por: Li, Jun
Publicado: (2026)
por: Li, Jun
Publicado: (2026)
Point-PEFT: Parameter-Efficient Fine-Tuning for 3D Pre-trained Models
por: Tang, Yiwen, et al.
Publicado: (2023)
por: Tang, Yiwen, et al.
Publicado: (2023)
CL-Splats: Continual Learning of Gaussian Splatting with Local Optimization
por: Ackermann, Jan, et al.
Publicado: (2025)
por: Ackermann, Jan, et al.
Publicado: (2025)
AdaCL:Adaptive Continual Learning
por: Yildirim, Elif Ceren Gok, et al.
Publicado: (2023)
por: Yildirim, Elif Ceren Gok, et al.
Publicado: (2023)
T-Gated Adapter: A Lightweight Temporal Adapter for Vision-Language Medical Segmentation
por: Khadka, Pranjal
Publicado: (2026)
por: Khadka, Pranjal
Publicado: (2026)
ProbMed: A Probabilistic Framework for Medical Multimodal Binding
por: Gao, Yuan, et al.
Publicado: (2025)
por: Gao, Yuan, et al.
Publicado: (2025)
PMA: Towards Parameter-Efficient Point Cloud Understanding via Point Mamba Adapter
por: Zha, Yaohua, et al.
Publicado: (2025)
por: Zha, Yaohua, et al.
Publicado: (2025)
Adapter-X: A Novel General Parameter-Efficient Fine-Tuning Framework for Vision
por: Li, Minglei, et al.
Publicado: (2024)
por: Li, Minglei, et al.
Publicado: (2024)
MedLoc-R1: Performance-Aware Curriculum Reward Scheduling for GRPO-Based Medical Visual Grounding
por: Yang, Guangjing, et al.
Publicado: (2026)
por: Yang, Guangjing, et al.
Publicado: (2026)
Ejemplares similares
-
MedCRP-CL: Continual Medical Image Segmentation via Bayesian Nonparametric Semantic Modality Discovery
por: Gao, Ziyuan
Publicado: (2026) -
Prompt-Aware Adaptive Elastic Weight Consolidation for Continual Learning in Medical Vision-Language Models
por: Gao, Ziyuan, et al.
Publicado: (2025) -
MedCL: Learning Consistent Anatomy Distribution for Scribble-supervised Medical Image Segmentation
por: Zhang, Ke, et al.
Publicado: (2025) -
Beyond Prompt Learning: Continual Adapter for Efficient Rehearsal-Free Continual Learning
por: Gao, Xinyuan, et al.
Publicado: (2024) -
AGENet: Adaptive Edge-aware Geodesic Distance Learning for Few-Shot Medical Image Segmentation
por: Gao, Ziyuan
Publicado: (2025)