Repositories list

• NEURONS

  Public
  [ICCV 2025] Neurons: Emulating the Human Visual Cortex Improves Fidelity and Interpretability in fMRI-to-Video Reconstruction

  video-generationdiffusion-modelsfmri-to-video

  Python

  •0•8•1•0•Updated Jun 26, 2025Jun 26, 2025

• GPTrack

  Public
  NeurIPS 2024: Bidirectional Recurrence for Cardiac Motion Tracking with Gaussian Process Latent Coding

  Python

  •1•13•4•0•Updated Jun 20, 2025Jun 20, 2025

• AllSpark

  Public
  CVPR 2024: AllSpark: Reborn Labeled Features from Unlabeled in Transformer for Semi-Supervised Semantic Segmentation

  transformerattentionsemantic-segmentation+ 2semi-supervised-segmentationcvpr2024

  Python

  •

  MIT License

  •12•82•1•0•Updated Jun 8, 2025Jun 8, 2025

• HiLM-D

  Public
  0•0•0•0•Updated Jun 7, 2025Jun 7, 2025

• TriALS

  Public
  MICCAI 2024/2025: nnUNet incorporating additional baselines as SAMed️, Mamba Variants, and MedNeXT to establish a benchmark for segmentation challenges.

  Python

  •

  Apache License 2.0

  •8•91•4•0•Updated May 28, 2025May 28, 2025

• MMHealth

  Public
  Python

  •0•3•0•0•Updated May 17, 2025May 17, 2025

• UniEval

  Public
  UniEval: Unified Holistic Evaluation for Unified Multimodal Understanding and Generation

  evaluation-frameworktext-to-image-generationmultimodal-large-language-models+ 4deepseek-janus-prounified-multimodal-modelsunified-multimodal-understanding-and-generationunified-evaluation

  Python

  •2•11•0•0•Updated May 16, 2025May 16, 2025

• DFG

  Public
  DFG

  Python

  •1•1•0•0•Updated May 14, 2025May 14, 2025

• RCMed

  Public
  HTML

  •

  MIT License

  •0•8•0•0•Updated May 9, 2025May 9, 2025

• MultiEYE

  Public
  [IEEE TMI 2024] MultiEYE: Dataset and Benchmark for OCT-Enhanced Retinal Disease Recognition from Fundus Images

  clipmultimodalvision-transformer+ 1concept-bottleneck

  Python

  •3•19•2•0•Updated May 6, 2025May 6, 2025

• CUDA

  Public
  ICML 2025: Concept-Based Unsupervised Domain Adaptation

  MIT License

  •0•4•0•0•Updated May 3, 2025May 3, 2025

• ECBM

  Public
  ICLR 2024: Energy-Based Concept Bottleneck Models: Unifying Prediction, Concept Intervention, and Probabilistic Interpretations

  Jupyter Notebook

  •

  MIT License

  •2•18•0•0•Updated May 1, 2025May 1, 2025

• MuTri

  Public
  CVPR 2025: MuTri: Multi-view Tri-alignment for OCT to OCTA 3D Image Translation

  translationmedical-imagingimage-generation

  Python

  •0•2•0•0•Updated Apr 24, 2025Apr 24, 2025

• HyperHealth

  Public
  Python

  •0•1•0•0•Updated Apr 22, 2025Apr 22, 2025

• SD-Messenger

  Public
  Python

  •0•2•0•0•Updated Apr 14, 2025Apr 14, 2025

• DDaTR

  Public
  Python

  •1•4•0•0•Updated Apr 10, 2025Apr 10, 2025

• SdAOF

  Public
  MICCAI 2024: Spatial-Division Augmented Occupancy Field for Bone Shape Reconstruction from Biplanar X-Rays

  reconstructionorthopaedicsmiccai2024

  Python

  •

  MIT License

  •0•3•0•0•Updated Apr 9, 2025Apr 9, 2025

• CardiacNet

  Public
  Python

  •

  MIT License

  •0•18•1•0•Updated Apr 7, 2025Apr 7, 2025

• MedRegA

  Public
  [ICLR 2025] MedRegA: Interpretable Bilingual Multimodal Large Language Model for Diverse Biomedical Tasks

  region-basedmultimodal-large-language-modelsmedical-large-language-models

  Python

  •1•35•3•0•Updated Apr 7, 2025Apr 7, 2025

• TP-Mamba

  Public
  MICCAI 2024: Tri-Plane Mamba: Efficiently Adapting Segment Anything Model for 3D Medical Images

  Python

  •0•20•5•0•Updated Apr 3, 2025Apr 3, 2025

• ECDM

  Public
  Energy-Based Conceptual Diffusion Model

  0•0•0•0•Updated Apr 3, 2025Apr 3, 2025

• MSSG

  Public
  MICCAI 2023: Morphology-inspired Unsupervised Gland Segmentation via Selective Semantic Grouping

  Python

  •0•9•1•0•Updated Apr 1, 2025Apr 1, 2025

• UDCHealth

  Public
  WWW 2025: Unveiling Discrete Clues: Superior Healthcare Predictions for Rare Diseases

  Python

  •0•1•0•0•Updated Apr 1, 2025Apr 1, 2025

• CLSS

  Public
  NeurIPS 2023: Semi-Supervised Contrastive Learning for Deep Regression with Ordinal Rankings from Spectral Seriation

  Python

  •0•9•0•0•Updated Apr 1, 2025Apr 1, 2025

• GeCA

  Public
  MICCAI 2024: An Organism Starts with a Single Pix-Cell: A Neural Cellular Diffusion for High-Resolution Image Synthesis

  Python

  •2•9•0•0•Updated Apr 1, 2025Apr 1, 2025

• FD-SOS

  Public
  MICCAI 2024 Oral: Vision-Language Open-Set Detectors for Bone Fenestration and Dehiscence Detection from Intraoral Images

  object-detectionteethvision-language+ 4object-detectoropen-set-object-detectionvision-language-pretrainingmiccai2024

  Python

  •1•10•0•0•Updated Apr 1, 2025Apr 1, 2025

• NumCLIP

  Public
  [ECCV 2024] Teach CLIP to Develop a Number Sense for Ordinal Regression

  regressionclipordinal-regression+ 4ordinal-classificationdeep-regressioncontrastive-learningcoarse-to-fine

  Python

  •0•11•0•0•Updated Apr 1, 2025Apr 1, 2025

• C2RV-CBCT

  Public
  CVPR 2024, "C^2RV: Cross-Regional and Cross-View Learning for Sparse-View CBCT Reconstruction"

  reconstructionnerfcomputed-tomography+ 1cvpr2024

  Python

  •3•40•4•1•Updated Mar 10, 2025Mar 10, 2025

• DIF-Gaussian

  Public
  MICCAI 2024: Learning 3D Gaussians for Extremely Sparse-View Cone-Beam CT Reconstruction

  reconstructionnerfcomputed-tomography+ 3implicit-neural-representationgaussian-splattingmiccai2024

  Python

  •4•53•4•0•Updated Mar 9, 2025Mar 9, 2025

• CLIP_Surgery

  Public
  CLIP Surgery for Better Explainability with Enhancement in Open-Vocabulary Tasks

  samsegmentationclip+ 7interpretabilitymultilabelmultimodalexplainabilityvision-transformeropen-vocabularysegment-anything

  Jupyter Notebook

  •26•425•1•1•Updated Mar 1, 2025Mar 1, 2025