neural-radiance-fields topic
MachineLearning-AI
This repository contains all the work that I regularly did and studied from Medium blogs, several research papers, and other Repos (related/unrelated to the research papers).
Papers-in-100-Lines-of-Code
Implementation of papers in 100 lines of code.
Aug-NeRF
[CVPR 2022] "Aug-NeRF: Training Stronger Neural Radiance Fields with Triple-Level Physically-Grounded Augmentations" by Tianlong Chen*, Peihao Wang*, Zhiwen Fan, Zhangyang Wang
PREF
PREF: Phasorial Embedding Fields for Compact Neural Representations
UPST-NeRF
code for UPST-NeRF: Universal Photorealistic Style Transfer of Neural Radiance Fields for 3D Scene
instant-DexNerf
Instant NeRF for depth/3d shape estimation of transparent objects
NeuralLift-360
[CVPR 2023, Highlight] "NeuralLift-360: Lifting An In-the-wild 2D Photo to A 3D Object with 360° Views", Dejia Xu, Yifan Jiang, Peihao Wang, Zhiwen Fan, Yi Wang, Zhangyang Wang
SMPL-NeRF
Embed human pose information into neural radiance fields (NeRF) to render images of humans in desired poses :running: from novel views
DFNet
DFNet: Enhance Absolute Pose Regression with Direct Feature Matching (ECCV 2022)
NeO-360
Pytorch code for ICCV'23 paper. NEO 360: Neural Fields for Sparse View Synthesis of Outdoor Scenes