[MICCAI 2025] LEAF: Latent Diffusion with Efficient Encoder Distillation for Aligned Features in Medical Image Segmentation
☆16Oct 5, 2025Updated last year
Alternatives and similar repositories for LEAF
Users that are interested in LEAF are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [MICCAI 2024] Codebase for "Stable Diffusion Segmentation for Biomedical Images with Single-step Reverse Process"☆117Jun 20, 2025Updated last year
- UCAgents: Unidirectional Convergence for Visual Evidence Anchored Multi-Agent Medical Decision-Making☆14Dec 15, 2025Updated 10 months ago
- [TMI 2025] Collaborative Learning of Augmentation and Disentanglement for Semi-Supervised Domain Generalized Medical Image Segmentation☆10Aug 18, 2025Updated last year
- [AAAI 2025] MonoBox: Tightness-free Box-supervised Polyp Segmentation using Monotonicity Constraint☆25Dec 5, 2025Updated 10 months ago
- This is the official repository of the LDSeg from the paper, "Latent Diffusion for Medical Image Segmentation: End to End Learning for Fa…☆12May 8, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆31Mar 29, 2026Updated 7 months ago
- ☆16May 23, 2025Updated last year
- [CVPR 2025] Steady Progress Beats Stagnation: Mutual Aid of Foundation and Conventional Models in Mixed Domain Semi-Supervised Medical Im…☆41Jun 23, 2025Updated last year
- ☆11May 25, 2025Updated last year
- [ISBI 2024] Semi-supervised Medical Image Segmentation Method Based on Cross-pseudo Labeling Leveraging Strong and Weak Data Augmentation…☆16Feb 23, 2025Updated last year
- SwinPA-Net: Swin Transformer-Based Multiscale Feature Pyramid Aggregation Network for Medical Image Segmentation☆28Jun 4, 2025Updated last year
- A Molecular-Guided Foundation Model with Adaptive Region Modeling for Whole Slide Image Analysis☆16Jun 22, 2026Updated 4 months ago
- Diffusion-based Data Augmentation for Nuclei Image Segmentation (MICCAI 2023)☆23Oct 30, 2023Updated 2 years ago
- Official implementation of "PathReasoner-R1: Instilling Structured Reasoning into Pathology Vision-Language Model via Knowledge-Guided Po…☆28Jan 28, 2026Updated 9 months ago
- 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.
- [ICCV 2025] Official repository of "FALCON: Resolving Visual Redundancy and Fragmentation in High-resolution Multimodal Large Language Mo…☆15Jul 30, 2026Updated 3 months ago
- Unified Synthetic Brain Framework for Bidirectional Pathology–Healthy Generation and Editing☆14Apr 18, 2026Updated 6 months ago
- ☆12Apr 25, 2026Updated 6 months ago
- A python (PyTorch) implementation of federated multi-encoding U-Net (Fed-MENU) method for federated learning-based multi-organ segmentati…☆16Nov 5, 2024Updated last year
- Med-D3CG (Differential Domain Medical Diffusion for Conditional Generation) is a novel framework for cross-modal medical image synthesis.…☆10Sep 18, 2025Updated last year
- This code is implementation of MICCAI 2024 "Robust Semi-Supervised Multimodal Medical Image Segmentation via Cross Modality Collaboration…☆60Sep 27, 2026Updated last month
- [TMI'2022] SASSL☆14May 4, 2023Updated 3 years ago
- ☆10Nov 4, 2024Updated last year
- [AAAI 2025] Implementation of the paper "ConDSeg: A General Medical Image Segmentation Framework via Contrast-Driven Feature Enhancement"…☆175May 25, 2026Updated 5 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- [MICCAI-2023] ArSDM: Colonoscopy Images Synthesis with Adaptive Refinement Semantic Diffusion Models☆35Mar 13, 2026Updated 7 months ago
- [AAAI 2025] Official code for paper: DuSSS: Dual Semantic Similarity-Supervised Vision-Language Model for Semi-Supervised Medical Image S…☆22Jun 16, 2025Updated last year
- ☆11Mar 5, 2025Updated last year
- ☆22Aug 27, 2025Updated last year
- Explaining Generative Diffusion Models via Visual Analysis for Interpretable Decision-Making Process☆14May 13, 2024Updated 2 years ago
- A project demonstration to do the industrial defect segmentation based on loading the image from directory and generate the output ground…☆12Jun 27, 2024Updated 2 years ago
- Fuzzy Positive Learning (CVPR2023)☆15Jul 25, 2024Updated 2 years ago
- [ICCV 2025] Official PyTorch Code for "ModalTune: Fine-Tuning Slide-Level Foundation Models with Multi-Modal Information for Multi-task L…☆15Dec 18, 2025Updated 10 months ago
- This is the development repository of SinGAN-Seg☆15Oct 18, 2023Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Conditional diffusion model with spatial attention and latent embedding for medical image segmentation☆49Jul 1, 2025Updated last year
- [BMVC 2024] Official repository of the paper titled "MSA^2 Net: Multi-scale Adaptive Attention-guided Network for Medical Image Segmentat…☆71Oct 2, 2025Updated last year
- （MICCAI-2025) MedDiff-FT: Data-Efficient Diffusion Model Fine-tuning with Structural Guidance for Controllable Medical Image Synthesis☆22Jul 11, 2025Updated last year
- 【IEEE TPAMI 2025】Uncertainty-aware Medical Diagnostic Phrase Identification and Grounding☆38Jul 9, 2026Updated 3 months ago
- ☆12Jun 5, 2024Updated 2 years ago
- A multi-tissue dataset linking spatial transcriptomics and histology for cell type annotation☆17Apr 2, 2026Updated 6 months ago
- [ISBI 2025] Design Data Before Models: Using large vision-language models to automatically enhance medical dataset annotations.☆35Jan 28, 2026Updated 9 months ago