Alexey I. Boyko's repositories
qtt-photon-matlab
2D photonics solver using QTT decomposition
saudi_aramco_data_technathon
saudi_aramco_data_technathon
aiboyko.github.io
A beautiful, simple, clean, and responsive Jekyll theme for academics
aiboyko2.github.io
Alexey I. Boyko
Bonxai
Fast, hierarchical, sparse Voxel Grid
CVPR2020-SDFDiff
SDFDiff: Differentiable Rendering of Signed Distance Fields for 3D Shape Optimization
differentiable_volumetric_rendering
This repository contains the code for the CVPR 2020 paper "Differentiable Volumetric Rendering: Learning Implicit 3D Representations without 3D Supervision"
diffusion-models-class
Materials for the Hugging Face Diffusion Models Course
DIST-Renderer
DIST: Rendering Deep Implicit Signed Distance Function with Differentiable Sphere Tracing (CVPR 2020).
elas3D-python
A translated code of elas3D from NIST
FDS2020_seminars
Repository with seminars from the course Theoretical Foundations of Data Science at Skoltech in summer 2020
jaxwell
Jaxwell is JAX + Maxwell
mesh-fusion
Python tool for obtaining watertight meshes using TSDF fusion.
NeuS
Code release for NeuS
point2cad
Code for "Point2CAD: Reverse Engineering CAD Models from 3D Point Clouds"
Practical_DL
DL course co-developed by YSDA, HSE and Skoltech
Practical_RL
A course in reinforcement learning in the wild
releasing-research-code
Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)
sdfray
Python rendering framework for signed distance function geometries
siren
Official implementation of "Implicit Neural Representations with Periodic Activation Functions"
Sphere-Tracing-PyTorch3D
Differentiable sphere tracing using implicit differentiation
svbrdf-estimation
SVBRDF Estimation using a Physically-based Differentiable Renderer