[CVPR 2025 Highlight] SoMA: Singular Value Decomposed Minor Components Adaptation for Domain Generalizable Representation Learning

Official PyTorch implementation of "Out-of-Distribution Semantic Segmentation with Disentangled and Calibrated Representation"

The repository provides code for running inference and finetuning with the Meta Segment Anything Model 3 (SAM 3), links for downloading the trained model checkpoints, and example notebooks that sho…

This is the official repository for the paper "3D TransUNet: Advancing Medical Image Segmentation through Vision Transformers"

Discover the repository for "Unleashing the Potential of Vision-Language Pre-Training for 3D Zero-Shot Lesion Segmentation via Mask-Attribute Alignment," a pioneering study that has been accepted …

DG-TTA

Official Repository for the MELBA paper entitled "Dimensionality Reduction and Nearest Neighbors for Improving Out-of-Distribution Detection in Medical Image Segmentation".

[ECCV'22] Generalizable Medical Image Segmentation via Random Amplitude Mixup and Domain-Specific Image Restoration

Models and inference code for the work proposed in Out-of-Distribution Generalization for Lymph Node Metastasis Segmentation (Scientific Reports)

[npj Digital Medicine] A generalizable 3D framework and model for self-supervised learning in medical imaging

The official respository of paper ''Coordinating Anatomical-Textual Prompts for Multi-Organ and Tumor Segmentation''

Discover the repository for "ZePT: Zero-Shot Pan-Tumor Segmentation via Query-Disentangling and Self-Prompting," a pioneering study that has been accepted for presentation at CVPR 2024.

[NeurIPS'23] Uncertainty Estimation for Safety-critical Scene Segmentation via Fine-grained Reward Maximization

M3DA: Benchmark for Domain Adaptation in 3D Medical Image Segmentation

Interactive Medical Image Segmentation: A Benchmark Dataset and Baseline

Medical Imaging Benchmarks for Out-Of-Distribution Detection

Faster Whisper transcription with CTranslate2

Robust Speech Recognition via Large-Scale Weak Supervision

State-of-the-art Image & Video CLIP, Multimodal Large Language Models, and More!

VisioFirm: Cross-Platform AI-assisted Annotation Tool for Computer Vision

Code of Concept Matching with Agent for Out-of-Distribution Detection [AAAI-2025]

Official code for "RbA: Segmenting Unknown Regions Rejected by All" (ICCV 2023)

The second generation of YOWO action detector.

WXSOD Benchmark

Unsupervised Semantic Segmentation by Distilling Feature Correspondences

Code for the paper "Placing Objects in Context via Inpainting for Out-of-distribution Segmentation", ECCV 2024