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Starred repositories
FinMem: A Performance-Enhanced LLM Trading Agent with Layered Memory and Character Design
End-to-end MLOps architecture built for polyp segmentation — featuring distributed Ray training, MLflow experiment tracking, and automated CI/CD with Kubeflow Pipelines and KServe (Triton) deployme…
This is the official implementation of "Clustering Propagation for Universal Medical Image Segmentation" (Accepted at CVPR 2024).
VIBESegmentator: Full Torso Segmentation for the NAKO and UK Biobank in Volumetric Interpolated Breath-hold Examination Body Images
A database of 650 Machine Learning (ML) system design case studies from 100+ companies.
Causal Attention with Lookahead Keys
Medical Image Segmentation Transformer with Convolutional Attention Mixing (CAM) Decoder
Supercharge Your LLM with the Fastest KV Cache Layer
Official Pytorch Code base for "UNeXt: MLP-based Rapid Medical Image Segmentation Network", MICCAI 2022
Pytorch implementation of MeanFlow on ImageNet and CIFAR10
Claude Code dashboard with usage stats, error analysis, and sharable feature
Codes for CVPR2023 paper "Directional Connectivity-based Segmentation of Medical Images"
[MICCAI 2022] The official code for "mmFormer: Multimodal Medical Transformer for Incomplete Multimodal Learning of Brain Tumor Segmentation"
Official Code for *Mixed Transformer UNet for Medical Image Segmentation*
(MICCAI 2021 [MSNet] & MICCAI 2022 GOALS Challenge [M2SNet]) Multi-scale in Multi-scale Subtraction Network for Medical Image Segmentation
MultiResUNet : Rethinking the U-Net architecture for multimodal biomedical image segmentation
DA-TransUNet: Combining Dual Attention of Position and Channel with Transformer U-net for Medical Image Segmentation
Official code repo for the O'Reilly Book - "Hands-On Large Language Models"
Official PyTorch implementation of UACANet: Uncertainty Augmented Context Attention for Polyp Segmentation (ACMMM 2021)
A Conversational Speech Generation Model
A Hybrid CNN-Transformer Architecture for Precise Medical Image Segmentation
Official code for ResUNetplusplus for medical image segmentation (TensorFlow & Pytorch implementation)
[WACV 2024] Beyond Self-Attention: Deformable Large Kernel Attention for Medical Image Segmentation
[ECCVW 2022] The codes for the work "Swin-Unet: Unet-like Pure Transformer for Medical Image Segmentation"
[ISBI 2024 Oral] Official Pytorch Code base for "CMUNeXt: An Efficient Medical Image Segmentation Network based on Large Kernel and Skip Fusion"
Pytorch Implement of Dynamic Snake Convolution (ICCV2023)