WoojuLee24
Domain generalization, computer vision researcher
Urban Robotics Lab. (Room No. 3239, E3-2 Bldg.) School of Electrical Engineering KAIST (Korea Advanced Institute of Science and Technology)291 Daehak-ro Yuseong-gu Daejeon 34141 Republic of Korea
Pinned Repositories
2022-CVPR-AirNet
PyTorch implementation for All-In-One Image Restoration for Unknown Corruption (AirNet) (CVPR 2022)
3d-adv-pc
Generating 3D Adversarial Point Clouds
4D-PLS
4D Panoptic Lidar Segmentation
AdvBN
Official PyTorch implementation of the NeurIPS 2021 paper: Encoding Robustness to Image Style via Adversarial Feature Perturbations.
antialiased-cnns
pip install antialiased-cnns to improve stability and accuracy
cvl_fusion
cvl with RGB and LiDAR
mmdetection
OpenMMLab Detection Toolbox and Benchmark
OA-DG
Object-Aware Domain Generalization for Object Detection
rpg_event_representation_learning
Repo for learning event representations
WoojuLee24.github.io
WoojuLee24's Repositories
WoojuLee24/torch-points3d
Pytorch framework for doing deep learning on point clouds.
WoojuLee24/Metasets
WoojuLee24/sort
Simple, online, and realtime tracking of multiple objects in a video sequence.
WoojuLee24/pycls
Codebase for Image Classification Research, written in PyTorch.
WoojuLee24/pixmix
PixMix: Dreamlike Pictures Comprehensively Improve Safety Measures
WoojuLee24/DROID-SLAM
WoojuLee24/opl
Official repository for "Orthogonal Projection Loss" (ICCV'21)
WoojuLee24/pointnet.pytorch
pytorch implementation for "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation" https://arxiv.org/abs/1612.00593
WoojuLee24/Knowledge-Distillation-Zoo
Pytorch implementation of various Knowledge Distillation (KD) methods.
WoojuLee24/ERASOR
Official page of ERASOR (RA-L'21 with ICRA'21)
WoojuLee24/torchpack
A neural network training interface based on PyTorch, with a focus on flexibility
WoojuLee24/DefRec_and_PCM
Self-Supervised Learning for Domain Adaptation on Point-Clouds
WoojuLee24/LOD
[NeuRIPS2021] Official implementation of LOD: Large-Scale Unsupervised Object Discovery.
WoojuLee24/AdvBN
Official PyTorch implementation of the NeurIPS 2021 paper: Encoding Robustness to Image Style via Adversarial Feature Perturbations.
WoojuLee24/swad
Official Implementation of SWAD (NeurIPS 2021)
WoojuLee24/ScanNet
WoojuLee24/semantic-kitti-api
SemanticKITTI API for visualizing dataset, processing data, and evaluating results.
WoojuLee24/pytorch-ssim
pytorch structural similarity (SSIM) loss
WoojuLee24/Yolo_mark
GUI for marking bounded boxes of objects in images for training neural network Yolo v3 and v2
WoojuLee24/lidar-bonnetal
Semantic and Instance Segmentation of LiDAR point clouds for autonomous driving
WoojuLee24/kitti360Scripts
WoojuLee24/simsiam
PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566
WoojuLee24/fast-autoaugment
Official Implementation of 'Fast AutoAugment' in PyTorch.
WoojuLee24/FourierHeatmap
Unofficial pytorch implementation of Fourier Heat Map proposed in 'A Fourier Perspective on Model Robustness in Computer Vision' [Yin+, NeurIPS2019]
WoojuLee24/robustness-1
Corruption and Perturbation Robustness (ICLR 2019)
WoojuLee24/ViewAL
[CVPR'20] Implementation for the paper "ViewAL: Active Learning with Viewpoint Entropy for Semantic Segmentation"
WoojuLee24/vins-application
VINS-Fusion, VINS-Fisheye application of different sets of cameras and imu on different board including desktop and Jetson boards
WoojuLee24/FSCE
WoojuLee24/HorizonNet
Pytorch implementation of HorizonNet: Learning Room Layout with 1D Representation and Pano Stretch Data Augmentation.
WoojuLee24/HFC
Implementation for the paper (CVPR Oral): High Frequency Component Helps Explain the Generalization of Convolutional Neural Networks