Image de couverture de livre

Parameter-Efficient Fine-Tuning of Large Pretrained Models for Instance Segmentation Tasks

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Baker, Nermeen Abou, Rohrschneider, David, Handmann, Uwe
Format:	Preprint
Publié:	2026
Sujets:	Computer Vision and Pattern Recognition Artificial Intelligence
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

A Transfer Learning Evaluation of Deep Neural Networks for Image Classification
par: Baker, Nermeen Abou, et autres
Publié: (2026)

Segment Any Object Model (SAOM): Real-to-Simulation Fine-Tuning Strategy for Multi-Class Multi-Instance Segmentation
par: Khan, Mariia, et autres
Publié: (2024)

Parameter-Efficient Fine-Tuning Medical Multimodal Large Language Models for Medical Visual Grounding
par: He, Jinlong, et autres
Publié: (2024)

Low-rank Attention Side-Tuning for Parameter-Efficient Fine-Tuning
par: Tang, Ningyuan, et autres
Publié: (2024)

FairLLaVA: Fairness-Aware Parameter-Efficient Fine-Tuning for Large Vision-Language Assistants
par: Bhosale, Mahesh, et autres
Publié: (2026)

Benchmarking Foundation Models and Parameter-Efficient Fine-Tuning for Prognosis Prediction in Medical Imaging
par: Ruffini, Filippo, et autres
Publié: (2025)

Parameter-Efficient Fine-Tuning for Medical Image Analysis: The Missed Opportunity
par: Dutt, Raman, et autres
Publié: (2023)

Confounder-Aware Medical Data Selection for Fine-Tuning Pretrained Vision Models
par: Ji, Anyang, et autres
Publié: (2025)

Forecast-PEFT: Parameter-Efficient Fine-Tuning for Pre-trained Motion Forecasting Models
par: Wang, Jifeng, et autres
Publié: (2024)

LARGO: Low-Rank Regulated Gradient Projection for Robust Parameter Efficient Fine-Tuning
par: Zhang, Haotian, et autres
Publié: (2025)

SCT: A Simple Baseline for Parameter-Efficient Fine-Tuning via Salient Channels
par: Zhao, Henry Hengyuan, et autres
Publié: (2023)

Efficient Prompt Tuning of Large Vision-Language Model for Fine-Grained Ship Classification
par: Lan, Long, et autres
Publié: (2024)

Graph Relation Distillation for Efficient Biomedical Instance Segmentation
par: Liu, Xiaoyu, et autres
Publié: (2024)

Quantitative Comparison of Fine-Tuning Techniques for Pretrained Latent Diffusion Models in the Generation of Unseen SAR Images
par: Debuysère, Solène, et autres
Publié: (2025)

Probing the Efficacy of Federated Parameter-Efficient Fine-Tuning of Vision Transformers for Medical Image Classification
par: Alkhunaizi, Naif, et autres
Publié: (2024)

Memory-Efficient Fine-Tuning for Quantized Diffusion Model
par: Ryu, Hyogon, et autres
Publié: (2024)

Cross-Task Pretraining for Cross-Organ Cross-Scanner Adenocarcinoma Segmentation
par: Galdran, Adrian
Publié: (2024)

NAS-LoRA: Empowering Parameter-Efficient Fine-Tuning for Visual Foundation Models with Searchable Adaptation
par: Chen, Renqi, et autres
Publié: (2025)

Point-PEFT: Parameter-Efficient Fine-Tuning for 3D Pre-trained Models
par: Tang, Yiwen, et autres
Publié: (2023)

Foveated Instance Segmentation
par: Zeng, Hongyi, et autres
Publié: (2025)

Sparse Data Tree Canopy Segmentation: Fine-Tuning Leading Pretrained Models on Only 150 Images
par: Szczecina, David, et autres
Publié: (2026)

Unsupervised Instance Segmentation with Superpixels
par: Hoang, Cuong Manh
Publié: (2025)

Visual Instance-aware Prompt Tuning
par: Xiao, Xi, et autres
Publié: (2025)

MambaPEFT: Exploring Parameter-Efficient Fine-Tuning for Mamba
par: Yoshimura, Masakazu, et autres
Publié: (2024)

Label-Efficient School Detection from Aerial Imagery via Weakly Supervised Pretraining and Fine-Tuning
par: Elmimouni, Zakarya, et autres
Publié: (2026)

Faster Parameter-Efficient Tuning with Token Redundancy Reduction
par: Kim, Kwonyoung, et autres
Publié: (2025)

GLACIA: Instance-Aware Positional Reasoning for Glacial Lake Segmentation via Multimodal Large Language Model
par: Maurya, Lalit, et autres
Publié: (2025)

Generalized Class Discovery in Instance Segmentation
par: Hoang, Cuong Manh, et autres
Publié: (2025)

DePT: Decomposed Prompt Tuning for Parameter-Efficient Fine-tuning
par: Shi, Zhengxiang, et autres
Publié: (2023)

High-Accuracy ECG Image Interpretation using Parameter-Efficient LoRA Fine-Tuning with Multimodal LLaMA 3.2
par: M, Nandakishor, et autres
Publié: (2025)

Vision-Language Model Fine-Tuning via Simple Parameter-Efficient Modification
par: Li, Ming, et autres
Publié: (2024)

Robot Instance Segmentation with Few Annotations for Grasping
par: Kimhi, Moshe, et autres
Publié: (2024)

Efficient Adversarial Training via Criticality-Aware Fine-Tuning
par: Li, Wenyun, et autres
Publié: (2026)

Adaptive Layer Selection for Efficient Vision Transformer Fine-Tuning
par: Devoto, Alessio, et autres
Publié: (2024)

Teeth-SEG: An Efficient Instance Segmentation Framework for Orthodontic Treatment based on Anthropic Prior Knowledge
par: Zou, Bo, et autres
Publié: (2024)

PEFT-DML: Parameter-Efficient Fine-Tuning Deep Metric Learning for Robust Multi-Modal 3D Object Detection in Autonomous Driving
par: Rezaei, Abdolazim, et autres
Publié: (2025)

Robust Fine-Tuning from Non-Robust Pretrained Models: Mitigating Suboptimal Transfer With Epsilon-Scheduling
par: Ngnawé, Jonas, et autres
Publié: (2025)

CST: Calibration Side-Tuning for Parameter and Memory Efficient Transfer Learning
par: Chen, Feng
Publié: (2024)

Benchmarking the Robustness of Instance Segmentation Models
par: Dalva, Yusuf, et autres
Publié: (2021)

CLEFT: Language-Image Contrastive Learning with Efficient Large Language Model and Prompt Fine-Tuning
par: Du, Yuexi, et autres
Publié: (2024)