Cover Image

FairVision: Equitable Deep Learning for Eye Disease Screening via Fair Identity Scaling

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Luo, Yan, Khan, Muhammad Osama, Tian, Yu, Shi, Min, Dou, Zehao, Elze, Tobias, Fang, Yi, Wang, Mengyu
Format:	Preprint
Published:	2023
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

FairCLIP: Harnessing Fairness in Vision-Language Learning
by: Luo, Yan, et al.
Published: (2024)

FairSeg: A Large-Scale Medical Image Segmentation Dataset for Fairness Learning Using Segment Anything Model with Fair Error-Bound Scaling
by: Tian, Yu, et al.
Published: (2023)

Harvard Glaucoma Fairness: A Retinal Nerve Disease Dataset for Fairness Learning and Fair Identity Normalization
by: Luo, Yan, et al.
Published: (2023)

FairDomain: Achieving Fairness in Cross-Domain Medical Image Segmentation and Classification
by: Tian, Yu, et al.
Published: (2024)

FairDiffusion: Enhancing Equity in Latent Diffusion Models via Fair Bayesian Perturbation
by: Luo, Yan, et al.
Published: (2024)

On Demographic Group Fairness Guarantees in Deep Learning
by: Luo, Yan, et al.
Published: (2024)

FairFedMed: Benchmarking Group Fairness in Federated Medical Imaging with FairLoRA
by: Li, Minghan, et al.
Published: (2025)

TransFair: Transferring Fairness from Ocular Disease Classification to Progression Prediction
by: Gheisi, Leila, et al.
Published: (2024)

Group Fairness Metrics for Community Detection Methods in Social Networks
by: de Vink, Elze, et al.
Published: (2024)

Fair Orientations: Proportionality and Equitability
by: Sun, Ankang, et al.
Published: (2026)

Quantifying Group Fairness in Community Detection
by: de Vink, Elze, et al.
Published: (2025)

FairGRPO: Fair Reinforcement Learning for Equitable Clinical Reasoning
by: Dai, Shiqi, et al.
Published: (2025)

FR‐CCA: Fair Multimodal Representation Learning for Equitable Alzheimer's Disease Diagnosis
by: Bojian Hou, et al.
Published: (2025)

Fair and Equitable Benefit-sharing in International Law
by: Morgera, Elisa
Published: (2024)

Ensuring Equitable Financial Decisions: Leveraging Counterfactual Fairness and Deep Learning for Bias
by: Shinde, Saish
Published: (2024)

FairViT: Fair Vision Transformer via Adaptive Masking
by: Tian, Bowei, et al.
Published: (2024)

Fair and Equitable Benefit-Sharing in Agriculture (Open Access)
by: Tsioumani, Elsa
Published: (2025)

Toward Fairness Through Fair Multi-Exit Framework for Dermatological Disease Diagnosis
by: Chiu, Ching-Hao, et al.
Published: (2023)

Learning to be Fair: A Consequentialist Approach to Equitable Decision-Making
by: Chohlas-Wood, Alex, et al.
Published: (2021)

Quantitative Fairness -- A Framework For The Design Of Equitable Cybernetic Societies
by: Riehl, Kevin, et al.
Published: (2024)

Accountability for Reasonableness as a Framework for the Promotion of Fair and Equitable Research
by: Charles Dupras, et al.
Published: (2024)

See Fair, Speak Truth: Equitable Attention Improves Grounding and Reduces Hallucination in Vision-Language Alignment
by: Azeez, Mohammad Anas, et al.
Published: (2026)

FairEquityFL -- A Fair and Equitable Client Selection in Federated Learning for Heterogeneous IoV Networks
by: Islam, Fahmida, et al.
Published: (2025)

FairDiff: Fair Segmentation with Point-Image Diffusion
by: Li, Wenyi, et al.
Published: (2024)

An Accounting Identity for Algorithmic Fairness
by: Elzayn, Hadi, et al.
Published: (2026)

Fair Division Beyond Monotone Valuations with Applications to Equitable Graph Partitioning
by: Barman, Siddharth, et al.
Published: (2025)

Training-inference input alignment outweighs framework choice in longitudinal retinal image prediction
by: Chen, Liyin, et al.
Published: (2026)

FairStream: Fair Multimedia Streaming Benchmark for Reinforcement Learning Agents
by: Weil, Jannis, et al.
Published: (2024)

ChartEye: A Deep Learning Framework for Chart Information Extraction
by: Mustafa, Osama, et al.
Published: (2024)

Achieve Fairness without Demographics for Dermatological Disease Diagnosis
by: Chiu, Ching-Hao, et al.
Published: (2024)

FairEnc: A Fair Vision-Language Model with Fair Vision and Text Encoders for Glaucoma Detection
by: Elhabebe, Mohamed, et al.
Published: (2026)

Equitable Electronic Health Record Prediction with FAME: Fairness-Aware Multimodal Embedding
by: Hooman, Nikkie, et al.
Published: (2025)

From Bias to Balance: Fairness-Aware Paper Recommendation for Equitable Peer Review
by: Oyshi, Uttamasha Anjally, et al.
Published: (2026)

Equitable Survival Prediction: A Fairness-Aware Survival Modeling (FASM) Approach
by: Liu, Mingxuan, et al.
Published: (2025)

FairGC: Fairness-aware Graph Condensation
by: Gao, Yihan, et al.
Published: (2026)

FairDD: Fair Dataset Distillation
by: Zhou, Qihang, et al.
Published: (2024)

Towards Engineering Fair and Equitable Software Systems for Managing Low-Altitude Airspace Authorizations
by: Gohar, Usman, et al.
Published: (2024)

Towards Equitable Rail Service Allocation Through Fairness-Oriented Timetabling in Liberalized Markets
by: Muñoz-Valero, David, et al.
Published: (2025)

Fairness in Agentic AI: A Unified Framework for Ethical and Equitable Multi-Agent System
by: Ranjan, Rajesh, et al.
Published: (2025)

Biasing & Debiasing based Approach Towards Fair Knowledge Transfer for Equitable Skin Analysis
by: Pundhir, Anshul, et al.
Published: (2024)