shubham-goel

4D-Humans

4DHumans: Reconstructing and Tracking Humans with Transformers

ucmr

Code for the ECCV2020 paper "Shape and Viewpoint without Keypoints".

ds

Code for Differentiable Stereopsis. Goel, Gkioxari, Malik 2021

init-linux

Setup ssh keys, install packages, aliases etc. on fresh linux installations

shubham-goel.github.io

My Personal Webpage

AbstractRenderer

advent_of_code

GenRe-ShapeHD

Code and Data Release for GenRe (NeurIPS 2018) and ShapeHD (ECCV 2018)

NMR

PerceptualSimilarity

Learned Perceptual Image Patch Similarity (LPIPS) metric. In CVPR, 2018.

SuBa-Dots

code.fun.do Hackathon, Microsoft Academia AcceleratorModified version of the classic Dots game, implemented by designing a Cairo Tiled Pentagonal Web.

ABC

cmr

Project repo for Learning Category-Specific Mesh Reconstruction from Image Collections

co3d

Tooling for the Common Objects In 3D dataset.

counting-benchmarks

A collection of model counting (#SAT) benchmarks.

DIB-R

Learning to Predict 3D Objects with an Interpolation-based Differentiable Renderer (NeurIPS 2019)

generalized-lloyd-quantization

An implementation of the Generalized Lloyd method for vector quantization

homework_fall2019

idr

lightning-hydra-template

PyTorch Lightning + Hydra. A very user-friendly template for rapid and reproducible ML experimentation with best practices. ⚡🔥⚡

nn

noah-research

Noah Research

ProHMR

Repository for "Probabilistic Modeling for Human Mesh Recovery"

PWC-Net

PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume, CVPR 2018 (Oral)

PyMAF

[ICCV 2021, Oral] PyMAF: 3D Human Pose and Shape Regression with Pyramidal Mesh Alignment Feedback Loop

pytorch3d

PyTorch3D is FAIR's library of reusable components for deep learning with 3D data

sampyl

MCMC samplers for Bayesian estimation in Python, including Metropolis-Hastings, NUTS, and Slice

Skolem_Benchmarks

tarp

Fast and simple stream processing of files in tar files, useful for deep learning, big data, and many other applications.

ViTPose

The official repo for [NeurIPS'22] "ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation" and [Arxiv'22] "ViTPose+: Vision Transformer Foundation Model for Generic Body Pose Estimation"