Original reference implementation of "GES : Generalized Exponential Splatting for Efficient Radiance Field Rendering" [CVPR 2024]

VoGE: A Differentiable Volume Renderer using Gaussian Ellipsoids for Analysis-by-Synthesis [ICLR 2023]

[IEEE TCI] Self-Supervised Coordinate Projection Network for Sparse-View Computed Tomography

This repository is the official implementation of vox2vec: A Framework for Self-supervised Contrastive Learning of Voxel-level Representations in Medical Images

A survey on data-centric foundation models in healthcare.

Over the years, I have written a lot of research and engineering prototype/products, scattered all over the Web. I organize them in this repository

More user-friendly version of multi-scale algorithm library for optimal transport.

Example code for unbalanced linear optimal transport analysis with Hellinger--Kantorovich metric.

Official code of Remote Sensing Mamba

Code for paper LocalMamba: Visual State Space Model with Windowed Selective Scan

A repo for Masked Image Modeling for 3D Medical Images

Reference implementation of Megalodon 7B model

Official repo for "Solving Inverse Problems in Medical Imaging with Score-Based Generative Models"

A repo for open resources & information for people to succeed in PhD in CS & career in AI / NLP

Official pytorch repository for "Diffusion Posterior Sampling for General Noisy Inverse Problems"

Implementations of recent research prototypes/demonstrations using MONAI.

A PyTorch implementation of the paper "ZigMa: A DiT-Style Mamba-based Diffusion Model" (ECCV 2024)

The official implementation of “Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training”

Official PyTorch implementation of GroupViT: Semantic Segmentation Emerges from Text Supervision, CVPR 2022.

[GPT beats diffusion🔥] [scaling laws in visual generation📈] Official impl. of "Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction". An *ultra-simple, user-friendly …

[ICLR'23 Spotlight🔥] The first successful BERT/MAE-style pretraining on any convolutional network; Pytorch impl. of "Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked Modeling"

[ICCV 2023] Efficient Diffusion Training via Min-SNR Weighting Strategy

Transformers with doubly stochastic attention

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

Official PyTorch Implementation of "The Hidden Attention of Mamba Models"

Vision-RWKV: Efficient and Scalable Visual Perception with RWKV-Like Architectures

(ARXIV24) This is the official code repository for "VM-UNet: Vision Mamba UNet for Medical Image Segmentation".