Changjiang Cai's Blog

Hi, this is Changjiang. I'm actively posting my study notes. Those blogs are powered by Jekyll and GitHub.

Posts About

    Introduction to Neural Network Quantization (NNQ) -

    Matrix Rank -

    Image Generation Popular Metrics: FID, FD, IS -

    πŸ€” πŸŒ€ πŸ’‘Research Ideas Up-to-date (Since 2024 Dec) -

    3D Computer Vision Study Notes - 01 -

    πŸ”₯ Paper Reading List (2024) -

    πŸ§‘β€πŸ« Online Course Learning -

    πŸ“ What are Diffusion Models and Study Notes? -

    Jensen's Inequality -

    The Annotated Diffusion Model and Study Notes -

    Attention and Linear Attention -

    ELBO β€” What & Why -

    A Basic Environment Used for Deep Learnig and Computer Vision -

    Homography -

    How to Calculate Camera-to-world Pose in the OpenCV-Style Coordinate System for IRS Dataset? -

    How to calculate the transformation matrix between NED and OpenCV coordinate systems -

    OpenGL 04 - Camera -

    OpenGL 03 - Transformation -

    OpenGL 02 - Rendering Pipeline -

    OpenGL 01 - Overview -

    Spatial descriptions and transformations -

    How to merge histogram bins (edges and counts) by bin-count condition? -

    How to index a 4D tensor in your own cuda kernel function -

    πŸ› οΈ Problem: Pylint E1101 Module 'torch' has no 'from_numpy' member -

    Welcome to Jekyll! -