Joint learning of images and text via maximization of mutual information
☆19Dec 14, 2021Updated 4 years ago
Alternatives and similar repositories for mutual_info_img_txt
Users that are interested in mutual_info_img_txt are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Joint learning of chest radiographs and radiology reports☆26Dec 30, 2021Updated 4 years ago
- Localized representation learning from Vision and Text (LoVT)☆33Jul 2, 2024Updated 2 years ago
- Official implementation of MICCAI2023【Knowledge Boosting: Rethinking Medical Contrastive Vision-Langauge Pre-training】☆16Mar 19, 2024Updated 2 years ago
- Improving Medical Vision-Language Contrastive Pretraining with Semantics-aware Triage☆12Jun 25, 2023Updated 3 years ago
- ☆15Aug 4, 2020Updated 6 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- GLoRIA: A Multimodal Global-Local Representation Learning Framework forLabel-efficient Medical Image Recognition☆249Feb 6, 2023Updated 3 years ago
- ☆22Jun 20, 2024Updated 2 years ago
- [ACCV2024 (Oral)] Official pytorch implementation of X-RGen☆17Jan 20, 2025Updated last year
- A Variational Information Bottleneck Approach to Multi-Omics Data Integration☆24May 11, 2021Updated 5 years ago
- A Python Natural Language Processing Toolkit for Electronic Health Record Texts☆13May 24, 2023Updated 3 years ago
- The repository of the ACCV 2024 paper "FG-CXR: A Radiologist-Aligned Gaze Dataset for Enhancing Interpretability in Chest X-Ray Report Ge…☆12Aug 15, 2026Updated last month
- ☆111Aug 17, 2022Updated 4 years ago
- MCPL: Multi-modal Collaborative Prompt Learning for Medical Vision-Language Model (Initial Version)☆13Apr 17, 2024Updated 2 years ago
- Interpreting Chest X-rays Like a Radiologist: A Benchmark with Clinical Reasoning, release the dataset and the model weight☆13May 26, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- PyTorch demo of "DEMI: Discriminative Estimator of Mutual Information"☆12Dec 1, 2020Updated 5 years ago
- ☆21May 4, 2023Updated 3 years ago
- This repository contains the code for our paper: Enhancing Abnormality Grounding for Vision-Language Models with Knowledge Descriptions☆21Jun 24, 2025Updated last year
- An official implementation of "Distribution-Consistent Modal Recovering for Incomplete Multimodal Learning" in PyTorch. (ICCV 2023)☆37Sep 28, 2023Updated 2 years ago
- The official code for MedKLIP: Medical Knowledge Enhanced Language-Image Pre-Training in Radiology. We propose to leverage medical specif…☆182Sep 4, 2023Updated 3 years ago
- [MICCAI-2022] This is the official implementation of Multi-Modal Masked Autoencoders for Medical Vision-and-Language Pre-Training.☆135Sep 16, 2022Updated 4 years ago
- BenchX: A Unified Benchmark Framework for Medical Vision-Language Pretraining on Chest X-Rays☆50Dec 27, 2025Updated 8 months ago
- ☆10Mar 15, 2023Updated 3 years ago
- ☆43May 22, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ViLMedic (Vision-and-Language medical research) is a modular framework for vision and language multimodal research in the medical field☆188Oct 9, 2025Updated 11 months ago
- ☆13Aug 7, 2024Updated 2 years ago
- ☆22Aug 1, 2023Updated 3 years ago
- Implementation of the paper "CXR-IRGen: An Integrated Vision and Language Model for the Generation of Clinically Accurate Chest X-Ray Ima…☆21Jul 2, 2024Updated 2 years ago
- CVPR 2023: Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification☆109May 28, 2024Updated 2 years ago
- [ECCV2022] The official implementation of Cross-modal Prototype Driven Network for Radiology Report Generation☆85Dec 27, 2024Updated last year
- Code for the paper "Contrastive learning for regression in multi-site brain age prediction" | ISBI 2023 https://doi.org/10.1109/ISBI53787…☆13May 5, 2023Updated 3 years ago
- MATLAB toolbox implementing template independent component analysis☆12Sep 14, 2020Updated 6 years ago
- [EMNLP 2024 Findings] ICON: Improving Inter-Report Consistency in Radiology Report Generation via Lesion-aware Mixup Augmentation☆19Dec 11, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆39Mar 19, 2026Updated 6 months ago
- Med-Scout: Curing MLLMs' Geometric Blindness in Medical Perception via Geometry-Aware RL Post-Training☆19Feb 8, 2026Updated 7 months ago
- Toward Expert-Level Medical Text Validation with Language Models☆19Oct 23, 2025Updated 10 months ago
- CheXficient☆16Aug 28, 2026Updated 3 weeks ago
- The official implementation of “Cross-Modal Causal Representation Learning for Radiology Report Generation” （IEEE T-IP 2025）☆70May 27, 2025Updated last year
- Code and data for ACL 2024 paper on 'Cross-Modal Projection in Multimodal LLMs Doesn't Really Project Visual Attributes to Textual Space'☆18Jul 21, 2024Updated 2 years ago
- ☆27Mar 13, 2026Updated 6 months ago