Alternatives and similar repositories for vlm-fairness

Users that are interested in vlm-fairness are comparing it to the libraries listed below

• luoyan407 / Harvard-GF
  [TMI 2024] Harvard Glaucoma Fairness (Harvard-GF): A Retinal Nerve Disease Dataset for Fairness Learning and Fair Identity Normalization
  ☆10Updated last year
• YyzHarry / shortcut-ood-fairness
  [Nature Medicine] The Limits of Fair Medical Imaging AI In Real-World Generalization
  ☆28Updated 9 months ago
• biomedia-mira / cxr-foundation-bias
  Official repository for 'Risk of Bias in Chest Radiography Deep Learning Foundation Models'
  ☆12Updated 2 years ago
• Harvard-Ophthalmology-AI-Lab / Harvard-GDP
  [ICCV 2023] Harvard Glaucoma Detection and Progression: A Multimodal Multitask Dataset and Generalization-Reinforced Semi-Supervised Lear…
  ☆22Updated 9 months ago
• ejkim47 / prob-cbm
  Official code for "Probabilistic Concept Bottleneck Models (ICML 2023)"
  ☆18Updated 2 years ago
• leomlck / MEDIMP
  Source code for "MEDIMP: 3D Medical Images with clinical Prompts from limited tabular data for renal transplantation", MIDL 2023, https:/…
  ☆10Updated 2 years ago
• nhussein / promptsmooth
  Official implementation of the paper "PromptSmooth: Certifying Robustness of Medical Vision-Language Models via Prompt Learning"
  ☆23Updated 5 months ago
• VITA-Group / LongTailCXR
  [DALI 2022] "Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study" by Gregory Holste, Song Wang, Ziyu Jian…
  ☆34Updated 3 years ago
• MrGiovanni / LabelAssemble
  [ISBI 2023] Official Implementation for Label-Assemble
  ☆19Updated last year
• Ale9806 / open_clip_with_biomedica
  [CVPR 2025] Custom Open CLIP repo to train biomedical CLIP models
  ☆26Updated 6 months ago
• med-air / TTADC
  [MICCAI'22] Test-time Adaptation with Calibration of Medical Image Classification Nets for Label Distribution Shift
  ☆20Updated 2 years ago
• yhygao / Explicd
  ☆16Updated last year
• yukkai / UrFound
  UrFound: Towards Universal Retinal Foundation Models via Knowledge-Guided Masked Modeling
  ☆17Updated 10 months ago
• PKU-ML / CLIP-Help-SimCLR
  Official Code for ICML 2023 Paper: On the Generalization of Multi-modal Contrastive Learning
  ☆26Updated last year
• batmanlab / MICCAI-2023-Route-interpret-repeat-CXRs
  [MICCAI 2023, top 14%] Official repository of paper: Distilling BlackBox to Interpretable models for Efficient Transfer Learning
  ☆17Updated 2 months ago
• Harvard-Ophthalmology-AI-Lab / Harvard-GF
  [IEEE Transactions on Medical Imaging 2024] Harvard Glaucoma Fairness: A Retinal Nerve Disease Dataset for Fairness Learning and Fair Ide…
  ☆25Updated 9 months ago
• devavratTomar / TeSLA
  [CVPR 2023] TeSLA: Test-Time Self-Learning With Automatic Adversarial Augmentation
  ☆23Updated 2 years ago
• YueYANG1996 / KnoBo
  NeurIPS 2024 (spotlight): A Textbook Remedy for Domain Shifts Knowledge Priors for Medical Image Analysis
  ☆26Updated 11 months ago
• BasitAlawode / MR-PLIP
  ☆21Updated 3 months ago
• ys-zong / MEDFAIR
  [ICLR 2023 spotlight] MEDFAIR: Benchmarking Fairness for Medical Imaging
  ☆68Updated 2 years ago
• UCSC-VLAA / MedVLThinker
  MedVLThinker: Simple Baselines for Multimodal Medical Reasoning
  ☆35Updated last month
• FereshteShakeri / few-shot-MedVLMs
  ☆31Updated last year
• med-air / FGRM
  [NeurIPS'23] Uncertainty Estimation for Safety-critical Scene Segmentation via Fine-grained Reward Maximization
  ☆17Updated last year
• AlaaLab / ETAB
  [ NeurIPS 2022 ] Official Codebase for "ETAB: A Benchmark Suite for Visual Representation Learning in Echocardiography"
  ☆28Updated 3 years ago
• EvelynChee / LO2LN
  ☆11Updated 4 months ago
• jeya-maria-jose / On-The-Fly-Adaptation
  Code base for "On-the-Fly Test-time Adaptation for Medical Image Segmentation"
  ☆29Updated 3 years ago
• abonte / protopdebug
  Implementation of Concept-level Debugging of Part-Prototype Networks
  ☆12Updated 2 years ago
• SiyuanYan1 / EPVT-and-Skin-DG-benchamrk
  Domain generalization benchmark for skin lesion recognition, MICCAI 2023
  ☆20Updated last year
• ci-ber / RA
  Generalizing Unsupervised Anomaly Detection: Towards Unbiased Pathology Screening. #MIDL2023.
  ☆29Updated 2 years ago
• PangWinnie0219 / align_concept_cbm
  Integrating Clinical Knowledge into Concept Bottleneck Models (MICCAI2024)
  ☆14Updated last year