Ashish Sinha's repositories
MEnsA_mtda
Code for our paper on MTDA for point clouds accepted at CVPR (W) 2023.
TreeDiffusion
Representing Anatomical Trees by Denoising Diffusion of Implicit Neural Fields
3DTopia
Text-to-3D Generation within 5 Minutes
AAAI2023-PVD
Official Implementation of PVD:One is All: Bridging the Gap Between Neural Radiance Fields Architectures with Progressive Volume Distillation
aisys-building-blocks
Building blocks for foundation models.
Awesome-Diffusion-Models
A collection of resources and papers on Diffusion Models
Awesome-Diffusion-Models-in-Medical-Imaging
Diffusion Models in Medical Imaging
bitsandbytes
8-bit CUDA functions for PyTorch
DDM2
Official repository of DDM2: Self-Supervised Diffusion MRI Denoising with Generative Diffusion Models, ICLR2023
DermSynth3D_dev
Official code for "DermSynth3D: Synthesis of in-the-wild Annotated Dermatology Images". A data generation pipeline for creating photorealistic in-the-wild synthetic dermatalogical data with rich multi-task annotations for various skin-analysis tasks..
Diffusion-Super-Resolution
[CVPR 2023] Guided Depth Super-Resolution by Deep Anisotropic Diffusion
DomainBed
DomainBed is a suite to test domain generalization algorithms
dotfiles
Various Config Files
IDE-tips-tricks
Gist to collect urls/tips/tricks/configs for setup of IDEs (VSCode, vi, neovim, cgpt, copilot, ...)
nerfstudio
A collaboration friendly studio for NeRFs
NeRP
Implicit Neural Representation Learning With Prior Embedding for Sparsely Sampled Image Reconstruction
pc-skeletor
Skeletonization of 3D Point Clouds
phidata
Build AI Assistants with memory, knowledge and tools.
PointMamba
PointMamba: A Simple State Space Model for Point Cloud Analysis
pytorch-cppcuda-tutorial
tutorial for writing custom pytorch cpp+cuda kernel, applied on volume rendering (NeRF)
pytorch-topological
A topological machine learning framework based on PyTorch
pytorch3d
PyTorch3D is FAIR's library of reusable components for deep learning with 3D data
SKEL
Release for the Siggraph Asia 2023 SKEL paper "From Skin to Skeleton: Towards Biomechanically Accurate 3D Digital Humans".
threestudio
A unified framework for 3D content generation.
torch-ngp
A pytorch CUDA extension implementation of instant-ngp (sdf and nerf), with a GUI.
TorchIntegral
Integral Neural Networks in PyTorch
V-System
A project to create synthetic vascular networks utilising L-Systems.