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Dongwoo Lee's Projects

mvsnerf icon mvsnerf

[ICCV 2021] Our work presents a novel neural rendering approach that can efficiently reconstruct geometric and neural radiance fields for view synthesis.

nafnet icon nafnet

The state-of-the-art image restoration model without nonlinear activation functions.

nerf-pytorch icon nerf-pytorch

A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.

nerfingmvs icon nerfingmvs

[ICCV 2021 Oral] NerfingMVS: Guided Optimization of Neural Radiance Fields for Indoor Multi-view Stereo

neural-scene-flow-fields icon neural-scene-flow-fields

PyTorch implementation of paper "Neural Scene Flow Fields for Space-Time View Synthesis of Dynamic Scenes"

neuray icon neuray

[CVPR2022] Neural Rays for Occlusion-aware Image-based Rendering

pixelsplat icon pixelsplat

Code for "pixelSplat: 3D Gaussian Splats from Image Pairs for Scalable Generalizable 3D Reconstruction" by David Charatan, Sizhe Li, Andrea Tagliasacchi, and Vincent Sitzmann.

pointnet2 icon pointnet2

PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space

pointrcnn icon pointrcnn

The PyTorch Implementation of PointRCNN for 3D Object Detection from Raw Point Cloud, CVPR 2019.

pu-net icon pu-net

PU-Net: Point Cloud Upsampling Network, CVPR, 2018 (https://arxiv.org/abs/1801.06761)

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

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