vsitzmann / pytorch_prototyping
Custom pytorch modules with sane default parameters useful for model prototyping. (U-Net, upsampling, downsampling...)
☆65Updated 5 years ago
Alternatives and similar repositories for pytorch_prototyping:
Users that are interested in pytorch_prototyping are comparing it to the libraries listed below
- Official respository for "Band-limited Coordinate Networks for Multiscale Scene Representation" | CVPR 2022☆177Updated 2 years ago
- Pado: differentiable simulation of light waves☆52Updated last year
- Official PyTorch implementation of "Focus on Defocus" paper.☆78Updated 4 years ago
- ☆181Updated 2 years ago
- ☆164Updated 3 years ago
- Neural transient field for non-line-of-sight imaging☆38Updated 2 years ago
- Official repo for AutoInt: Automatic Integration for Fast Neural Volume Rendering in CVPR 2021☆184Updated 2 years ago
- ☆134Updated 3 years ago
- Official code repository for ∇-Prox: Differentiable Proximal Algorithm Modeling for Large-Scale Optimization (SIGGRAPH TOG 2023)☆79Updated 9 months ago
- Code release for PhaseCam3D at ICCP 2019 https://yichengwu.github.io/PhaseCam3D/☆47Updated 3 years ago
- Mitsuba renderer extensions for computational light transport.☆15Updated 6 months ago
- ACORN: Adaptive Coordinate Networks for Neural Scene Representation | SIGGRAPH 2021☆291Updated 2 years ago
- Surface optimization through inverse rendering for non-line-of-sight reconstruction.☆20Updated 6 months ago
- The official repository for Neural Fourier Filter Bank (CVPR 2023)☆66Updated last year
- ☆56Updated last year
- Official Pytorch implementation of PANDORA: Polarization-Aided Neural Decomposition of Radiance☆64Updated 2 years ago
- Implementation of Differentiable Sign-Distance Function Rendering - in Pytorch☆68Updated 2 years ago
- Conventional Depth from Focus(DfF) estimation with slight focus variations in image sequences☆61Updated 4 years ago
- Source code for 2021 ICCV paper "In-the-Wild Single Camera 3D Reconstruction Through Moving Water Surfaces"☆36Updated 3 years ago
- Source code of "A structured dictionary perspective on implicit neural representations"☆57Updated 2 years ago
- Source code for Fathony, Sahu, Willmott, & Kolter, "Multiplicative Filter Networks", ICLR 2021.☆92Updated 3 years ago
- ☆12Updated 2 years ago
- Neural Mesh Flow: 3D Manifold Mesh Generation via Diffeomorphic Flows☆84Updated 3 years ago
- This repository contains the code for Learning Neural Light Fields with Ray-Space Embedding Networks.☆187Updated 2 years ago
- Code and data for Time-multiplexed Neural Holography | SIGGRAPH 2022☆24Updated last year
- Experiments of coordinate MLPs☆96Updated 2 years ago
- ☆11Updated last year
- Fast analytical implementation of batch eigen-decomposition for 3x3 symmetric matrices with Pytorch. > 250x faster than regular Pytorch i…☆21Updated 3 years ago
- Local Light Field Synthesis (Pratul P. Srinivasan, Tongzhou Wang, Ashwin Sreelal, Ravi Ramamoorthi, Ren Ng ICCV 2017)☆125Updated 4 years ago
- non-line-of-sight shape reconstruction using Fermat paths☆36Updated 5 years ago