Hengyi's Notebook
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HengyiWang/Notebooks
Hengyi's Notebook
HengyiWang/Notebooks
Welcome
Math
Math
Fourier Transform and its Applications
Linear Algebra
Optimal Transport
Vector Calculus
3DV
3DV
Basics
Basics
Lie Group and Lie Algebra
Monocular Depth Estimation
Orthogonal Procrustes Problem
Understanding Quaternion
Rotation and Transformations in 3D
Weiszfield algorithm
Cameras
Cameras
Camera Sensors
Camera Calibration
SLAM
SLAM
SLAM
Learning-based SLAM
SfM
SfM
DUSt3R and Spann3R
NRSfM
NRSfM
Traditional Methods
NeuralField
NeuralField
3D Gaussian Splatting
Marching Cubes
From NeRF to Surf
Volume Rendering and NeRF
Surface
Surface
From Point Cloud to Surface
DeepLearning
DeepLearning
Basics
Basics
Back propagation
GenerativeModels
GenerativeModels
3D Diffusion Models
Diffusion models
Score-based Generative Models
Autoencoders and Variational Autoencoders
Graph Neural Networks
Transformer
Programming
Programming
Leetcode
Leetcode
Overview
Algorithm
Algorithm
Dynamic Programming
DFS/Backtracking Algorithm
Broad First Search
Greedy Algorithm
Data structure
Data structure
Basic
Basic
Data Structure
Sort
Linked List
Array
Binary Tree
Graph
C programming
CUDA Programming
Courses
Courses
6S184
6S184
Flow Matching and Diffusion Models
COMP0137
COMP0137
Probability
Machine Learning for Machine Vision
Connecting Local Models
Models for Geometry
Models for Vision
FPCV
FPCV
Reconstruction I: Single Viewpoint
ML 4360
ML 4360
Lecture 2: Image Formation
Lecture 3: Structure from Motion
Toolbox
Toolbox
CUDA environments
GCC in Anaconda
Linux
NeRFAcc
Pose
JADE HPC
Welcome
Toolbox
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