Image de couverture de livre

PatchAlign:Fair and Accurate Skin Disease Image Classification by Alignment with Clinical Labels

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Aayushman, Gaddey, Hemanth, Mittal, Vidhi, Chawla, Manisha, Gupta, Gagan Raj
Format:	Preprint
Publié:	2024
Sujets:	Computer Vision and Pattern Recognition Machine Learning
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

FairSkin: Fair Diffusion for Skin Disease Image Generation
par: Zhang, Ruichen, et autres
Publié: (2024)

The Impact of Skin Tone Label Granularity on the Performance and Fairness of AI Based Dermatology Image Classification Models
par: Shah, Partha, et autres
Publié: (2025)

TrueSkin: Towards Fair and Accurate Skin Tone Recognition and Generation
par: Lu, Haoming
Publié: (2025)

PopAlign: Population-Level Alignment for Fair Text-to-Image Generation
par: Li, Shufan, et autres
Publié: (2024)

Saliency-guided and Patch-based Mixup for Long-tailed Skin Cancer Image Classification
par: Wei, Tianyunxi, et autres
Publié: (2024)

Label Smoothing++: Enhanced Label Regularization for Training Neural Networks
par: Chhabra, Sachin, et autres
Publié: (2025)

Harnessing Diffusion-Generated Synthetic Images for Fair Image Classification
par: Basu, Abhipsa, et autres
Publié: (2025)

Process Integrated Computer Vision for Real-Time Failure Prediction in Steel Rolling Mill
par: Kurrey, Vaibhav, et autres
Publié: (2025)

Domain Adaptation Using Pseudo Labels
par: Chhabra, Sachin, et autres
Publié: (2024)

Cross-Modal Self-Training: Aligning Images and Pointclouds to Learn Classification without Labels
par: Dharmasiri, Amaya, et autres
Publié: (2024)

Doctor Approved: Generating Medically Accurate Skin Disease Images through AI-Expert Feedback
par: Wang, Janet, et autres
Publié: (2025)

Counterfactual Reasoning for Multi-Label Image Classification via Patching-Based Training
par: Xie, Ming-Kun, et autres
Publié: (2024)

Action Recognition based Industrial Safety Violation Detection
par: Reddy, Surya N, et autres
Publié: (2024)

PatchAlign3D: Local Feature Alignment for Dense 3D Shape understanding
par: Hadgi, Souhail, et autres
Publié: (2026)

SineProject: Machine Unlearning for Stable Vision Language Alignment
par: Garg, Arpit, et autres
Publié: (2025)

TechING: Towards Real World Technical Image Understanding via VLMs
par: Nadeem, Tafazzul, et autres
Publié: (2026)

Car Damage Detection and Patch-to-Patch Self-supervised Image Alignment
par: Chen, Hanxiao
Publié: (2024)

Intersectional Fairness in Vision-Language Models for Medical Image Disease Classification
par: Zhang, Yupeng, et autres
Publié: (2025)

Harnessing The Power of Attention For Patch-Based Biomedical Image Classification
par: Habib, Gousia, et autres
Publié: (2024)

Colorimeter-Supervised Skin Tone Estimation from Dermatoscopic Images for Fairness Auditing
par: Benčević, Marin, et autres
Publié: (2026)

AlignIT: Enhancing Prompt Alignment in Customization of Text-to-Image Models
par: Agarwal, Aishwarya, et autres
Publié: (2024)

Improving the Classification Effect of Clinical Images of Diseases for Multi-Source Privacy Protection
par: Bowen, Tian, et autres
Publié: (2024)

Foundation Models in Dermatopathology: Skin Tissue Classification
par: Gupta, Riya, et autres
Publié: (2025)

Leveraging Local Patch Alignment to Seam-cutting for Large Parallax Image Stitching
par: Liao, Tianli, et autres
Publié: (2023)

Pay Less On Clinical Images: Asymmetric Multi-Modal Fusion Method For Efficient Multi-Label Skin Lesion Classification
par: Tang, Peng, et autres
Publié: (2024)

GraphAlign: Enhancing Accurate Feature Alignment by Graph matching for Multi-Modal 3D Object Detection
par: Song, Ziying, et autres
Publié: (2023)

Clustered Patch Embeddings for Permutation-Invariant Classification of Whole Slide Images
par: Gupta, Ravi Kant, et autres
Publié: (2024)

Fair Text to Medical Image Diffusion Model with Subgroup Distribution Aligned Tuning
par: Han, Xu, et autres
Publié: (2024)

Class-relevant Patch Embedding Selection for Few-Shot Image Classification
par: Jiang, Weihao, et autres
Publié: (2024)

Class-N-Diff: Classification-Induced Diffusion Model Can Make Fair Skin Cancer Diagnosis
par: Munia, Nusrat, et autres
Publié: (2025)

Evaluating the Fairness of Neural Collapse in Medical Image Classification
par: Mouheb, Kaouther, et autres
Publié: (2024)

Enhancing Zero-Shot Brain Tumor Subtype Classification via Fine-Grained Patch-Text Alignment
par: Gan, Lubin, et autres
Publié: (2025)

Incorporating Rather Than Eliminating: Achieving Fairness for Skin Disease Diagnosis Through Group-Specific Expert
par: Xu, Gelei, et autres
Publié: (2025)

Open Vocabulary Multi-Label Video Classification
par: Gupta, Rohit, et autres
Publié: (2024)

On the Generalizability of Iterative Patch Selection for Memory-Efficient High-Resolution Image Classification
par: Riffi-Aslett, Max, et autres
Publié: (2024)

CRAFT: Clinical Reward-Aligned Finetuning for Medical Image Synthesis
par: Chung, Yunsung, et autres
Publié: (2026)

Skin Cancer Detection utilizing Deep Learning: Classification of Skin Lesion Images using a Vision Transformer
par: Flosdorf, Carolin, et autres
Publié: (2024)

Category-wise Fine-Tuning: Resisting Incorrect Pseudo-Labels in Multi-Label Image Classification with Partial Labels
par: Chong, Chak Fong, et autres
Publié: (2024)

PatchDEMUX: A Certifiably Robust Framework for Multi-label Classifiers Against Adversarial Patches
par: Jacob, Dennis, et autres
Publié: (2025)

Re-Align: Structured Reasoning-guided Alignment for In-Context Image Generation and Editing
par: He, Runze, et autres
Publié: (2026)