Fengqi Liu's repositories
awesome-NeRF
A curated list of awesome neural radiance fields papers
nerf-pytorch
A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.
mvsnerf
[ICCV 2021] Our work presents a novel neural rendering approach that can efficiently reconstruct geometric and neural radiance fields for view synthesis.
PU-GCN
PU-GCN: Point Cloud Upsampling using Graph Convolutional Networks (CVPR2021)
Pointnet_Pointnet2_pytorch
PointNet and PointNet++ implemented by pytorch (pure python) and on ModelNet, ShapeNet and S3DIS.
BasicSR
Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, etc. Also support StyleGAN2, DFDNet.
MASA-SR
MASA-SR: Matching Acceleration and Spatial Adaptation for Reference-Based Image Super-Resolution (CVPR2021)
CLUE
中文语言理解测评基准 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard
Detail-Preserved-Point-Cloud-Completion-via-SFA
Code for the ECCV 2020 paper: Detail Preserved Point Cloud Completion via Separated Feature Aggregation
pcn
Code for PCN: Point Completion Network in 3DV'18 (Oral)
ST3D
(CVPR 2021) ST3D: Self-training for Unsupervised Domain Adaptation on 3D Object Detection
reco
The implementation of "Bootstrapping Semantic Segmentation with Regional Contrast".
ProDA
Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation (CVPR 2021)
MVSNet_pytorch
PyTorch Implementation of MVSNet
PointMixup
Implementation for paper "PointMixup: Augmentation for Point Cloud". Accepted to ECCV 2020 as spotlight presentation
blender_renderer
Scripts for rendering shapenet data in blender
PointContrast
Code for paper <PointContrast: Unsupervised Pretraining for 3D Point Cloud Understanding>
OpenSelfSup
Self-Supervised Learning Toolbox and Benchmark
BYOL
Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning
torch-points3d
Pytorch framework for doing deep learning on point clouds.
OpenPCDet
OpenPCDet Toolbox for LiDAR-based 3D Object Detection.
SceneEncoder
SceneEncoder: Scene-Aware Semantic Segmentation of Point Clouds with A Learnable Scene Descriptor (IJCAI 2020)
simclr
SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners
DefRec_and_PCM
Self-Supervised Learning for Domain Adaptation on Point-Clouds
cutmix-semisup-seg
Semi-supervised semantic segmentation needs strong, varied perturbations
ESL-CN
The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。
mean-teacher
A state-of-the-art semi-supervised method for image recognition
Open3D
Open3D: A Modern Library for 3D Data Processing
few-shot-classification-leaderboard
Leaderboards for few-shot image classification on miniImageNet, tieredImageNet, FC100, and CIFAR-FS.