Image de couverture de livre

Improving Diagnostic Performance on Small and Imbalanced Datasets Using Class-Based Input Image Composition

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Azzeddine, Hlali, Yakhlef, Majid Ben, Hazzat, Soulaiman El
Format:	Preprint
Publié:	2025
Sujets:	Computer Vision and Pattern Recognition Artificial Intelligence Databases
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

MEVDT: Multi-Modal Event-Based Vehicle Detection and Tracking Dataset
par: Shair, Zaid A. El, et autres
Publié: (2024)

SciEGQA: A Dataset for Scientific Evidence-Grounded Question Answering and Reasoning
par: Yu, Wenhan, et autres
Publié: (2025)

Compositional Attribute Imbalance in Vision Datasets
par: Chen, Jiayi, et autres
Publié: (2025)

SafeSora: Towards Safety Alignment of Text2Video Generation via a Human Preference Dataset
par: Dai, Josef, et autres
Publié: (2024)

Assessing the Impact of Image Dataset Features on Privacy-Preserving Machine Learning
par: Lange, Lucas, et autres
Publié: (2024)

Improving Image Captioning Descriptiveness by Ranking and LLM-based Fusion
par: Celona, Luigi, et autres
Publié: (2023)

Addressing Imbalance for Class Incremental Learning in Medical Image Classification
par: Hao, Xuze, et autres
Publié: (2024)

Addressing Small and Imbalanced Medical Image Datasets Using Generative Models: A Comparative Study of DDPM and PGGANs with Random and Greedy K Sampling
par: Khazrak, Iman, et autres
Publié: (2024)

Research on Image Processing and Vectorization Storage Based on Garage Electronic Maps
par: Dou, Nan, et autres
Publié: (2024)

Improving Clinical Dataset Condensation with Mode Connectivity-based Trajectory Surrogates
par: Nganjimi, Pafue Christy, et autres
Publié: (2025)

Correcting Class Imbalances with Self-Training for Improved Universal Lesion Detection and Tagging
par: Shieh, Alexander, et autres
Publié: (2025)

Major TOM: Expandable Datasets for Earth Observation
par: Francis, Alistair, et autres
Publié: (2024)

LAND: A Longitudinal Analysis of Neuromorphic Datasets
par: Cohen, Gregory, et autres
Publié: (2026)

OODBench: Out-of-Distribution Benchmark for Large Vision-Language Models
par: Lin, Ling, et autres
Publié: (2026)

A large-scale multicenter breast cancer DCE-MRI benchmark dataset with expert segmentations
par: Garrucho, Lidia, et autres
Publié: (2024)

3D Primitives are a Spatial Language for VLMs
par: Liu, Junze, et autres
Publié: (2026)

Histologic Dataset of Normal and Atypical Mitotic Figures on Human Breast Cancer (AMi-Br)
par: Bertram, Christof A., et autres
Publié: (2025)

DarkDriving: A Real-World Day and Night Aligned Dataset for Autonomous Driving in the Dark Environment
par: Wang, Wuqi, et autres
Publié: (2026)

BACON: Improving Clarity of Image Captions via Bag-of-Concept Graphs
par: Yang, Zhantao, et autres
Publié: (2024)

CMRxRecon2024: A Multi-Modality, Multi-View K-Space Dataset Boosting Universal Machine Learning for Accelerated Cardiac MRI
par: Wang, Zi, et autres
Publié: (2024)

Instance-wise Uncertainty for Class Imbalance in Semantic Segmentation
par: Almeida, Luís, et autres
Publié: (2024)

Using Synthetic Images to Augment Small Medical Image Datasets
par: Vu, Minh H., et autres
Publié: (2025)

Class Imbalance Correction for Improved Universal Lesion Detection and Tagging in CT
par: Erickson, Peter D., et autres
Publié: (2025)

R4-CGQA: Retrieval-based Vision Language Models for Computer Graphics Image Quality Assessment
par: Li, Zhuangzi, et autres
Publié: (2026)

D2E-An Autonomous Decision-making Dataset involving Driver States and Human Evaluation
par: Ke, Zehong, et autres
Publié: (2024)

XAI-guided Insulator Anomaly Detection for Imbalanced Datasets
par: Hoefler, Maximilian Andreas, et autres
Publié: (2024)

Improving Detection of Person Class Using Dense Pooling
par: Ahmad, Nouman
Publié: (2024)

LOVO: Efficient Complex Object Query in Large-Scale Video Datasets
par: Liu, Yuxin, et autres
Publié: (2025)

MLLM4TS: Leveraging Vision and Multimodal Language Models for General Time-Series Analysis
par: Liu, Qinghua, et autres
Publié: (2025)

Technical Report: Full Version of Analyzing and Optimizing Perturbation of DP-SGD Geometrically
par: Duan, Jiawei, et autres
Publié: (2025)

IMWA: Iterative Model Weight Averaging Benefits Class-Imbalanced Learning Tasks
par: Huang, Zitong, et autres
Publié: (2024)

MMVR: Millimeter-wave Multi-View Radar Dataset and Benchmark for Indoor Perception
par: Rahman, M. Mahbubur, et autres
Publié: (2024)

Human-Guided Image Generation for Expanding Small-Scale Training Image Datasets
par: Chen, Changjian, et autres
Publié: (2024)

Sketch Input Method Editor: A Comprehensive Dataset and Methodology for Systematic Input Recognition
par: Zhu, Guangming, et autres
Publié: (2023)

Class-Conditional self-reward mechanism for improved Text-to-Image models
par: Ghazouali, Safouane El, et autres
Publié: (2024)

Improving the Detection of Small Oriented Objects in Aerial Images
par: Doloriel, Chandler Timm C., et autres
Publié: (2024)

Dual-View Alignment Learning with Hierarchical-Prompt for Class-Imbalance Multi-Label Classification
par: Huang, Sheng, et autres
Publié: (2025)

Enhancing Traffic Sign Recognition with Tailored Data Augmentation: Addressing Class Imbalance and Instance Scarcity
par: Alsiyeu, Ulan, et autres
Publié: (2024)

Class-wise Flooding Regularization for Imbalanced Image Classification
par: Aizawa, Hiroaki, et autres
Publié: (2025)

Introduction of a tree-based technique for efficient and real-time label retrieval in the object tracking system
par: Benrazek, Ala-Eddine, et autres
Publié: (2022)