Improving Diagnostic Performance on Small and Imbalanced Datasets Using Class-Based Input Image Composition
Fuente:
arXiv
Saved in:
| Main Authors: | Azzeddine, Hlali, Yakhlef, Majid Ben, Hazzat, Soulaiman El |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
MEVDT: Multi-Modal Event-Based Vehicle Detection and Tracking Dataset
by: Shair, Zaid A. El, et al.
Published: (2024)
by: Shair, Zaid A. El, et al.
Published: (2024)
SciEGQA: A Dataset for Scientific Evidence-Grounded Question Answering and Reasoning
by: Yu, Wenhan, et al.
Published: (2025)
by: Yu, Wenhan, et al.
Published: (2025)
Compositional Attribute Imbalance in Vision Datasets
by: Chen, Jiayi, et al.
Published: (2025)
by: Chen, Jiayi, et al.
Published: (2025)
SafeSora: Towards Safety Alignment of Text2Video Generation via a Human Preference Dataset
by: Dai, Josef, et al.
Published: (2024)
by: Dai, Josef, et al.
Published: (2024)
Assessing the Impact of Image Dataset Features on Privacy-Preserving Machine Learning
by: Lange, Lucas, et al.
Published: (2024)
by: Lange, Lucas, et al.
Published: (2024)
Improving Image Captioning Descriptiveness by Ranking and LLM-based Fusion
by: Celona, Luigi, et al.
Published: (2023)
by: Celona, Luigi, et al.
Published: (2023)
Addressing Imbalance for Class Incremental Learning in Medical Image Classification
by: Hao, Xuze, et al.
Published: (2024)
by: Hao, Xuze, et al.
Published: (2024)
Addressing Small and Imbalanced Medical Image Datasets Using Generative Models: A Comparative Study of DDPM and PGGANs with Random and Greedy K Sampling
by: Khazrak, Iman, et al.
Published: (2024)
by: Khazrak, Iman, et al.
Published: (2024)
Research on Image Processing and Vectorization Storage Based on Garage Electronic Maps
by: Dou, Nan, et al.
Published: (2024)
by: Dou, Nan, et al.
Published: (2024)
Improving Clinical Dataset Condensation with Mode Connectivity-based Trajectory Surrogates
by: Nganjimi, Pafue Christy, et al.
Published: (2025)
by: Nganjimi, Pafue Christy, et al.
Published: (2025)
Correcting Class Imbalances with Self-Training for Improved Universal Lesion Detection and Tagging
by: Shieh, Alexander, et al.
Published: (2025)
by: Shieh, Alexander, et al.
Published: (2025)
Major TOM: Expandable Datasets for Earth Observation
by: Francis, Alistair, et al.
Published: (2024)
by: Francis, Alistair, et al.
Published: (2024)
LAND: A Longitudinal Analysis of Neuromorphic Datasets
by: Cohen, Gregory, et al.
Published: (2026)
by: Cohen, Gregory, et al.
Published: (2026)
OODBench: Out-of-Distribution Benchmark for Large Vision-Language Models
by: Lin, Ling, et al.
Published: (2026)
by: Lin, Ling, et al.
Published: (2026)
A large-scale multicenter breast cancer DCE-MRI benchmark dataset with expert segmentations
by: Garrucho, Lidia, et al.
Published: (2024)
by: Garrucho, Lidia, et al.
Published: (2024)
3D Primitives are a Spatial Language for VLMs
by: Liu, Junze, et al.
Published: (2026)
by: Liu, Junze, et al.
Published: (2026)
Histologic Dataset of Normal and Atypical Mitotic Figures on Human Breast Cancer (AMi-Br)
by: Bertram, Christof A., et al.
Published: (2025)
by: Bertram, Christof A., et al.
Published: (2025)
DarkDriving: A Real-World Day and Night Aligned Dataset for Autonomous Driving in the Dark Environment
by: Wang, Wuqi, et al.
Published: (2026)
by: Wang, Wuqi, et al.
Published: (2026)
BACON: Improving Clarity of Image Captions via Bag-of-Concept Graphs
by: Yang, Zhantao, et al.
Published: (2024)
by: Yang, Zhantao, et al.
Published: (2024)
CMRxRecon2024: A Multi-Modality, Multi-View K-Space Dataset Boosting Universal Machine Learning for Accelerated Cardiac MRI
by: Wang, Zi, et al.
Published: (2024)
by: Wang, Zi, et al.
Published: (2024)
Instance-wise Uncertainty for Class Imbalance in Semantic Segmentation
by: Almeida, Luís, et al.
Published: (2024)
by: Almeida, Luís, et al.
Published: (2024)
Using Synthetic Images to Augment Small Medical Image Datasets
by: Vu, Minh H., et al.
Published: (2025)
by: Vu, Minh H., et al.
Published: (2025)
Class Imbalance Correction for Improved Universal Lesion Detection and Tagging in CT
by: Erickson, Peter D., et al.
Published: (2025)
by: Erickson, Peter D., et al.
Published: (2025)
R4-CGQA: Retrieval-based Vision Language Models for Computer Graphics Image Quality Assessment
by: Li, Zhuangzi, et al.
Published: (2026)
by: Li, Zhuangzi, et al.
Published: (2026)
D2E-An Autonomous Decision-making Dataset involving Driver States and Human Evaluation
by: Ke, Zehong, et al.
Published: (2024)
by: Ke, Zehong, et al.
Published: (2024)
XAI-guided Insulator Anomaly Detection for Imbalanced Datasets
by: Hoefler, Maximilian Andreas, et al.
Published: (2024)
by: Hoefler, Maximilian Andreas, et al.
Published: (2024)
Improving Detection of Person Class Using Dense Pooling
by: Ahmad, Nouman
Published: (2024)
by: Ahmad, Nouman
Published: (2024)
MLLM4TS: Leveraging Vision and Multimodal Language Models for General Time-Series Analysis
by: Liu, Qinghua, et al.
Published: (2025)
by: Liu, Qinghua, et al.
Published: (2025)
Technical Report: Full Version of Analyzing and Optimizing Perturbation of DP-SGD Geometrically
by: Duan, Jiawei, et al.
Published: (2025)
by: Duan, Jiawei, et al.
Published: (2025)
LOVO: Efficient Complex Object Query in Large-Scale Video Datasets
by: Liu, Yuxin, et al.
Published: (2025)
by: Liu, Yuxin, et al.
Published: (2025)
IMWA: Iterative Model Weight Averaging Benefits Class-Imbalanced Learning Tasks
by: Huang, Zitong, et al.
Published: (2024)
by: Huang, Zitong, et al.
Published: (2024)
MMVR: Millimeter-wave Multi-View Radar Dataset and Benchmark for Indoor Perception
by: Rahman, M. Mahbubur, et al.
Published: (2024)
by: Rahman, M. Mahbubur, et al.
Published: (2024)
Human-Guided Image Generation for Expanding Small-Scale Training Image Datasets
by: Chen, Changjian, et al.
Published: (2024)
by: Chen, Changjian, et al.
Published: (2024)
Sketch Input Method Editor: A Comprehensive Dataset and Methodology for Systematic Input Recognition
by: Zhu, Guangming, et al.
Published: (2023)
by: Zhu, Guangming, et al.
Published: (2023)
Class-Conditional self-reward mechanism for improved Text-to-Image models
by: Ghazouali, Safouane El, et al.
Published: (2024)
by: Ghazouali, Safouane El, et al.
Published: (2024)
Improving the Detection of Small Oriented Objects in Aerial Images
by: Doloriel, Chandler Timm C., et al.
Published: (2024)
by: Doloriel, Chandler Timm C., et al.
Published: (2024)
Dual-View Alignment Learning with Hierarchical-Prompt for Class-Imbalance Multi-Label Classification
by: Huang, Sheng, et al.
Published: (2025)
by: Huang, Sheng, et al.
Published: (2025)
Enhancing Traffic Sign Recognition with Tailored Data Augmentation: Addressing Class Imbalance and Instance Scarcity
by: Alsiyeu, Ulan, et al.
Published: (2024)
by: Alsiyeu, Ulan, et al.
Published: (2024)
Class-wise Flooding Regularization for Imbalanced Image Classification
by: Aizawa, Hiroaki, et al.
Published: (2025)
by: Aizawa, Hiroaki, et al.
Published: (2025)
Introduction of a tree-based technique for efficient and real-time label retrieval in the object tracking system
by: Benrazek, Ala-Eddine, et al.
Published: (2022)
by: Benrazek, Ala-Eddine, et al.
Published: (2022)
Similar Items
-
MEVDT: Multi-Modal Event-Based Vehicle Detection and Tracking Dataset
by: Shair, Zaid A. El, et al.
Published: (2024) -
SciEGQA: A Dataset for Scientific Evidence-Grounded Question Answering and Reasoning
by: Yu, Wenhan, et al.
Published: (2025) -
Compositional Attribute Imbalance in Vision Datasets
by: Chen, Jiayi, et al.
Published: (2025) -
SafeSora: Towards Safety Alignment of Text2Video Generation via a Human Preference Dataset
by: Dai, Josef, et al.
Published: (2024) -
Assessing the Impact of Image Dataset Features on Privacy-Preserving Machine Learning
by: Lange, Lucas, et al.
Published: (2024)