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