YongtaoGe

Ge Yongtao's starred repositories

NeMo

A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)

Language:PythonApache-2.011060 202 2165

Machine-Learning-Interviews

This repo is meant to serve as a guide for Machine Learning/AI technical interviews.

Language:Jupyter NotebookMIT4006 73 4

[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 yet state-of-the-art* codebase for autoregressive image generation!

Language:PythonMIT3880 114 73

SuGaR

[CVPR 2024] Official PyTorch implementation of SuGaR: Surface-Aligned Gaussian Splatting for Efficient 3D Mesh Reconstruction and High-Quality Mesh Rendering

Language:C++NOASSERTION1956 63 199

OpenRLHF

An Easy-to-use, Scalable and High-performance RLHF Framework (70B+ PPO Full Tuning & Iterative DPO & LoRA & Mixtral)

Language:PythonApache-2.01763 21 179

gaustudio

A Modular Framework for 3D Gaussian Splatting and Beyond

Language:Jupyter NotebookMIT937 41 39

conditional-flow-matching

TorchCFM: a Conditional Flow Matching library

Language:PythonMIT935 13 41

flowmap

Code for "FlowMap: High-Quality Camera Poses, Intrinsics, and Depth via Gradient Descent" by Cameron Smith*, David Charatan*, Ayush Tewari, and Vincent Sitzmann

Language:PythonMIT834 22 41

DSINE

[CVPR 2024 Oral] Rethinking Inductive Biases for Surface Normal Estimation

Language:Jupyter NotebookNOASSERTION637 9 7

GaussianAvatars

[CVPR 2024 Highlight] The official repo for "GaussianAvatars: Photorealistic Head Avatars with Rigged 3D Gaussians"

NOASSERTION502 25 55

SVD_Xtend

Stable Video Diffusion Training Code and Extensions.

Language:Python495 11 52

dn-splatter

DN-Splatter: Depth and Normal Priors for Gaussian Splatting and Meshing

Language:PythonApache-2.0341 16 35

CosmicMan

CosmicMan: A Text-to-Image Foundation Model for Humans (CVPR 2024)

Language:Python287 39 9

Vidu4D

Vidu4D: Single Generated Video to High-Fidelity 4D Reconstruction with Dynamic Gaussian Surfels

245 22 1

probe3d

[CVPR 2024] Probing the 3D Awareness of Visual Foundation Models

Language:PythonMIT226 5 5

dmesh

Official implementation for "DMesh: A Differentiable Representation for General Meshes".

Language:PythonMIT218 8 7

awesome-dust3r

🌟A curated list of DUSt3R-related papers and resources, tracking recent advancements using this geometric foundation model.

MIT207 250

hitchhiking-rotations

Learning with 3D rotations, a hitchhiker’s guide to SO(3) - ICML 2024

Language:PythonMIT185 4 11

AiOS

[CVPR 2024] Official Code for "AiOS: All-in-One-Stage Expressive Human Pose and Shape Estimation

Language:PythonNOASSERTION177 19 13

TokenHMR

[CVPR 2024] TokenHMR: Advancing Human Mesh Recovery with a Tokenized Pose Representation

Language:PythonNOASSERTION176 14 10

PanFusion

🍳 [CVPR'24 Highlight] Pytorch implementation of "Taming Stable Diffusion for Text to 360° Panorama Image Generation"

Language:PythonMIT145 8 7

tram

TRAM: Global Trajectory and Motion of 3D Humans from in-the-wild Videos

Language:PythonMIT145 14 8

zett

Code for Zero-Shot Tokenizer Transfer

Language:Python101 2 9

GenPercept

GenPercept: Diffusion Models Trained with Large Data Are Transferable Visual Models

Language:PythonCC0-1.097 5 6

4d-dress

Official repository for CVPR 2024 highlight paper 4D-DRESS: A 4D Dataset of Real-world Human Clothing with Semantic Annotations.

Language:Python69 9 2

CONTHO_RELEASE

[CVPR 2024] This repo is official PyTorch implementation of Joint Reconstruction of 3D Human and Object via Contact-Based Refinement Transformer.

Language:PythonNOASSERTION59 2 3

PLIKS

PLIKS: A Pseudo-Linear Inverse Kinematic Solver for 3D Human Body Estimation

Language:Python37 2 4

mc-uefn

Meshcapade support for Unreal Editor for Fortnite (UEFN)

19 20

WildHuman

3D In-the-Wild Human Dataset Generation with Diffusion Models

Language:Python16 3 2

motionfm

A pytorch implementation of paper "Motion Flow Matching for Human Motion Synthesis and Editing"

Language:PythonMIT12 3 4