In So Kweon

Research interests

Publications

• ConvNeXt V2: Co-designing and Scaling ConvNets with Masked Autoencoders

  Journal · 2023 · https://doi.org/10.1109/cvpr52729.2023.01548

• ResNet or DenseNet? Introducing Dense Shortcuts to ResNet

  Journal · 2021 · https://doi.org/10.1109/wacv48630.2021.00359

• Video Panoptic Segmentation

  Journal · 2020 · https://doi.org/10.1109/cvpr42600.2020.00988

• Non-local Spatial Propagation Network for Depth Completion

  Lecture notes in computer science · 2020 · 10.1007/978-3-030-58601-0_8

• A Simple and Light-Weight Attention Module for Convolutional Neural Networks

  International Journal of Computer Vision · 2020 · https://doi.org/10.1007/s11263-019-01283-0

• Understanding Adversarial Examples From the Mutual Influence of Images and Perturbations

  Journal · 2020 · https://doi.org/10.1109/cvpr42600.2020.01453

• Unsupervised Intra-Domain Adaptation for Semantic Segmentation Through Self-Supervision

  · 2020 · 10.1109/cvpr42600.2020.00382

• Self-Supervised Video Representation Learning with Space-Time Cubic Puzzles

  Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 10.1609/aaai.v33i01.33018545

• Deep Video Inpainting

  · 2019 · 10.1109/cvpr.2019.00594

• Learning Loss for Active Learning

  · 2019 · 10.1109/cvpr.2019.00018

• Discriminative Feature Learning for Unsupervised Video Summarization

  AAAI Publications (The Association for the Advancement of Artificial Intelligence (AAAI)) · 2019 · https://doi.org/10.1609/aaai.v33i01.33018537

• Distort-and-Recover: Color Enhancement Using Deep Reinforcement Learning

  · 2018 · 10.1109/cvpr.2018.00621

• KAIST Multi-Spectral Day/Night Data Set for Autonomous and Assisted Driving

  IEEE Transactions on Intelligent Transportation Systems · 2018 · 10.1109/tits.2018.2791533

• Learning to Localize Sound Source in Visual Scenes

  · 2018 · 10.1109/cvpr.2018.00458

• CBAM: Convolutional Block Attention Module

  Lecture notes in computer science · 2018 · https://doi.org/10.1007/978-3-030-01234-2_1

• EPINET: A Fully-Convolutional Neural Network Using Epipolar Geometry for Depth from Light Field Images

  · 2018 · 10.1109/cvpr.2018.00499

• Learning Image Representations by Completing Damaged Jigsaw Puzzles

  Journal · 2018 · https://doi.org/10.1109/wacv.2018.00092

• Pixel-Level Matching for Video Object Segmentation Using Convolutional Neural Networks

  · 2017 · 10.1109/iccv.2017.238

• Light-Field Image Super-Resolution Using Convolutional Neural Network

  IEEE Signal Processing Letters · 2017 · 10.1109/lsp.2017.2669333

• VPGNet: Vanishing Point Guided Network for Lane and Road Marking Detection and Recognition

  · 2017 · 10.1109/iccv.2017.215

• Thermal Image Enhancement using Convolutional Neural Network

  Journal · 2016 · https://doi.org/10.1109/iros.2016.7759059

• Pixel-Level Domain Transfer

  Lecture notes in computer science · 2016 · 10.1007/978-3-319-46484-8_31

• Geometric Calibration of Micro-Lens-Based Light Field Cameras Using Line Features

  IEEE Transactions on Pattern Analysis and Machine Intelligence · 2016 · https://doi.org/10.1109/tpami.2016.2541145

• AttentionNet: Aggregating Weak Directions for Accurate Object Detection

  Journal · 2015 · https://doi.org/10.1109/iccv.2015.305

• Multispectral pedestrian detection: Benchmark dataset and baseline

  Journal · 2015 · https://doi.org/10.1109/cvpr.2015.7298706

• Partial Sum Minimization of Singular Values in Robust PCA: Algorithm and Applications

  IEEE Transactions on Pattern Analysis and Machine Intelligence · 2015 · 10.1109/tpami.2015.2465956

• Learning a Deep Convolutional Network for Light-Field Image Super-Resolution

  · 2015 · 10.1109/iccvw.2015.17

• Accurate depth map estimation from a lenslet light field camera

  · 2015 · 10.1109/cvpr.2015.7298762

• Robust High Dynamic Range Imaging by Rank Minimization

  IEEE Transactions on Pattern Analysis and Machine Intelligence · 2014 · 10.1109/tpami.2014.2361338

• Computer Vision – ACCV 2007

  Lecture notes in computer science · 2007 · https://doi.org/10.1007/978-3-540-76386-4

• Adaptive support-weight approach for correspondence search

  IEEE Transactions on Pattern Analysis and Machine Intelligence · 2006 · https://doi.org/10.1109/tpami.2006.70

• High-resolution terrain map from multiple sensor data

  IEEE Transactions on Pattern Analysis and Machine Intelligence · 1992 · https://doi.org/10.1109/34.121795

Current projects

No projects listed.