[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:
- [AAAI 2025] MonoBox: Tightness-free Box-supervised Polyp Segmentation using Monotonicity Constraint☆25Dec 5, 2025Updated 10 months ago
- ☆31Mar 29, 2026Updated 6 months ago
- [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
- ☆16May 23, 2025Updated last year
- Official repository for FactMM-RAG: Fact-Aware Multimodal Retrieval Augmentation for Accurate Medical Radiology Report Generation [NAACL …☆30Jul 12, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Diffusion-based Data Augmentation for Nuclei Image Segmentation (MICCAI 2023)☆23Oct 30, 2023Updated 2 years ago
- [ISBI 2024] Semi-supervised Medical Image Segmentation Method Based on Cross-pseudo Labeling Leveraging Strong and Weak Data Augmentation…☆16Feb 23, 2025Updated last year
- ☆11Mar 5, 2025Updated last year
- SwinPA-Net: Swin Transformer-Based Multiscale Feature Pyramid Aggregation Network for Medical Image Segmentation☆27Jun 4, 2025Updated last year
- Official implementation of "PathReasoner-R1: Instilling Structured Reasoning into Pathology Vision-Language Model via Knowledge-Guided Po…☆28Jan 28, 2026Updated 8 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
- Conditional diffusion model with spatial attention and latent embedding for medical image segmentation☆49Jul 1, 2025Updated last year
- [TMI'2022] SASSL☆14May 4, 2023Updated 3 years ago
- Implementation of the AAAI-2025 paper "ConDSeg: A General Medical Image Segmentation Framework via Contrast-Driven Feature Enhancement".☆173May 25, 2026Updated 4 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [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
- 【IEEE TPAMI 2025】Uncertainty-aware Medical Diagnostic Phrase Identification and Grounding☆37Jul 9, 2026Updated 3 months ago
- ☆21Aug 27, 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
- Fuzzy Positive Learning (CVPR2023)☆15Jul 25, 2024Updated 2 years ago
- [MICCAI 2024] Codebase for "Stable Diffusion Segmentation for Biomedical Images with Single-step Reverse Process"☆117Jun 20, 2025Updated last year
- [EMNLP 2024 Findings] ICON: Improving Inter-Report Consistency in Radiology Report Generation via Lesion-aware Mixup Augmentation☆19Dec 11, 2024Updated last year
- ☆26Mar 14, 2024Updated 2 years ago
- [MICCAI 2023] DermoSegDiff: A Boundary-aware Segmentation Diffusion Model for Skin Lesion Delineation☆89Jun 27, 2024Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- [MICCAI 2025] UWT-Net: Mining Low-Frequency Feature Information for Medical Image Segmentation☆17Jun 10, 2026Updated 3 months ago
- Official implementation of "MadCLIP: Few-shot Medical Anomaly Detection with CLIP" (MICCAI 2025, Early Accepted).☆31Jul 24, 2025Updated last year
- [AAAI 2026] WDT-MD: Wavelet Diffusion Transformers for Microaneurysm Detection in Fundus Images☆16Mar 25, 2026Updated 6 months ago
- The code source of MoE-DiffIR☆50Mar 21, 2025Updated last year
- Unofficial Pytorch-Implementation of "1M parameters are enough? A lightweight CNN-Based model for medical image segmentation".☆13Aug 15, 2023Updated 3 years ago
- Official repository for CVPR2025 paper "Visual-InstrOfficial repository for CVPR2025 paper "Visual-Instructed Degradation Diffusion for A…☆15Mar 23, 2025Updated last year
- Official implementation of the paper "Leveraging Latent Diffusion Models for Training-Free In-Distribution Data Augmentation for Surface …☆29Apr 4, 2025Updated last year
- [IEEE TIP 2025] This repo is the official implementation of "STPNet: Scale-aware Text Prompt Network for Medical Image Segmentation"☆28Jul 30, 2026Updated 2 months ago
- Medical Image Segmentation Method Based on Swin Transformer with Diffusion Probabilistic Model☆16Feb 25, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [IEEE TIP] Degradation Prototype Assignment and Prompt Distribution Learning for All-in-One Image Restoration☆17Apr 12, 2025Updated last year
- ☆94May 15, 2025Updated last year
- ☆61Dec 4, 2025Updated 10 months ago
- ☆18Mar 23, 2026Updated 6 months ago
- Historical Report Guided Bi-modal Concurrent Learning for Pathology Report Generation☆15Nov 24, 2025Updated 10 months ago
- [ICCV2025] Constructing Ophthalmic MLLM for Positioning-diagnosis Collaboration Through Clinical Cognitive Chain Reasoning☆25Nov 13, 2025Updated 10 months ago
- ☆29Dec 8, 2021Updated 4 years ago