Tensor4D
Neural decomposer
Develops efficient neural decomposition methods for high-fidelity dynamic reconstruction and rendering from limited views or monocular data.
This is the official implementation of Tensor4D: Efficient Neural 4D Decomposition for High-fidelity Dynamic Reconstruction and Rendering.
204 stars
6 watching
6 forks
Language: Python
last commit: over 2 years ago
Linked from 1 awesome list
3d-reconstruction4dmachine-learningnerfpytorchrendering
Related projects:
| Repository | Description | Stars |
|---|---|---|
| | Software for solving tensor decomposition problems through convex optimization | 43 |
| | An implementation of synthetic gradients to decouple neural network layers and enable scalable communication between them | 119 |
| | A Swift-based library for accelerated tensor operations and dynamic neural networks using reverse mode automatic differentiation. | 104 |
| | Generates 3D mesh renderings from images using a neural network | 1,151 |
| | Proposes an efficient neural architecture model for high-resolution image restoration tasks | 1,845 |
| | A PyTorch implementation of a neural network-based 3D mesh renderer | 1,146 |
| | An implementation of neural radiance fields in MATLAB for 3D reconstruction and rendering | 10 |
| | Generative adversarial network for fast MRI reconstruction from compressed data | 175 |
| | An implementation of a deep learning algorithm for image segmentation using convolutional neural networks | 220 |
| | Decoupled Neural Interfaces using Synthetic Gradients for PyTorch | 236 |
| | A PyTorch implementation of blending images by optimizing a Poisson loss with style and content loss | 435 |
| | Software for processing spherical images with distortion correction | 1 |
| | Deep learning models for semantic segmentation of images | 101 |
| | This repository provides code for an image generating deep neural network designed to produce concise representations of images from few parameters. | 96 |
| | Tools and techniques for optimizing large language models on various frameworks and hardware platforms. | 2,257 |