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Collection of inverse problems in image processing via Alternating Direction Method (ADM), Alternating Minimization Method (AMA), Group Sparse signal denoising and Majorization-Minimization optimiz…
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"Radiative Gaussian Splatting for Efficient X-ray Novel View Synthesis" (ECCV 2024)
NeRF (Neural Radiance Fields) and NeRF in the Wild using pytorch-lightning
Code release for NeRF (Neural Radiance Fields)
A series of tutorial notebooks on denoising diffusion probabilistic models in PyTorch
comprehensive library of 3D transmission Computed Tomography (CT) algorithms with Python and C++ APIs, a PyQt GUI, and fully integrated with PyTorch
Pure PyTorch implementation of Nvidia's hash grid encoding: https://nvlabs.github.io/instant-ngp/
Instant neural graphics primitives: lightning fast NeRF and more
A lecture note for understanding deep learning
[ECCV2024 - Oral] Adaptive Parametric Activation
Fixed some common artifacts in CT images.
Code for "Neural 3D Reconstruction in the Wild", SIGGRAPH 2022 (Conference Proceedings)
Course materials for a 90 minute interactive session for learning to reconstruct three-dimensional images from two-dimensional projections using TomoPy, the open-source Python package for tomograph…
X-KANeRF [KANeRF-benchmarking]: KAN based NeRF with various basis functions like B-Splines, Fourier, Gaussians, Wavelets, Polynomials, etc
All NeRF-related papers at CVPR/ICCV/ECCV/NIPS/ICML/ICLR
An efficient pure-PyTorch implementation of Kolmogorov-Arnold Network (KAN).
[TPAMI'23] Unifying Flow, Stereo and Depth Estimation
Light fields, wide-baseline, sparse, depth estimation, disparity estimation
Official respository for "Band-limited Coordinate Networks for Multiscale Scene Representation" | CVPR 2022
[CVPR'24 Best Student Paper] Mip-Splatting: Alias-free 3D Gaussian Splatting
[CVPR 2024] Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data. Foundation Model for Monocular Depth Estimation
Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)
A minimal 3D Gaussian splatting implementation with depth and density regularization
"Structure-Aware Sparse-View X-ray 3D Reconstruction" (CVPR 2024)
A 2D Gaussian Splatting paper for no obvious reasons. Enjoy!
GaussianObject: High-Quality 3D Object Reconstruction from Four Views with Gaussian Splatting (SIGGRAPH Asia 2024, TOG)
Curated list of papers and resources focused on 3D Gaussian Splatting, intended to keep pace with the anticipated surge of research in the coming months.