Kweon, In So

CBAM: Convolutional Block Attention Module

Woo, S., Park, J., Lee, J.-Y., & Kweon, I. S. (2018) · Lecture Notes in Computer Science

Advanced Neural Network ApplicationsVisual Attention and Saliency Detection

Cited by 25,853

CBAM: Convolutional Block Attention Module

Woo, S., Park, J., Lee, J.-Y., & Kweon, I. S. (2018) · arXiv

Advanced Neural Network ApplicationsVisual Attention and Saliency Detection

Cited by 6,261

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

Woo, S., Debnath, S., Hu, R., Chen, X., Liu, Z., Kweon, I. S., & Xie, S. (2023) · 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Advanced Neural Network ApplicationsDomain Adaptation and Few-Shot Learning

Cited by 1,791

Multispectral pedestrian detection: Benchmark dataset and baseline

Hwang, S., Park, J., Kim, N., Choi, Y., & Kweon, I. S. (2015) · 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Video Surveillance and Tracking MethodsAdvanced Neural Network Applications

Cited by 1,249

Learning Loss for Active Learning

Yoo, D., & Kweon, I. S. (2019) · 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Machine Learning and AlgorithmsDomain Adaptation and Few-Shot Learning

Cited by 740

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

Choi, Y., Kim, N., Hwang, S., Park, K., Yoon, J. S., An, K., & Kweon, I. S. (2018) · IEEE Transactions on Intelligent Transportation Systems

Autonomous Vehicle Technology and SafetyAdvanced Vision and Imaging

Cited by 370

Learning to Localize Sound Source in Visual Scenes

Senocak, A., Oh, T.-H., Kim, J., Yang, M.-H., & Kweon, I. S. (2018) · 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition

Speech and Audio ProcessingMusic and Audio Processing

Cited by 328

ResNet or DenseNet? Introducing Dense Shortcuts to ResNet

Zhang, C., Benz, P., Argaw, D. M., Lee, S., Kim, J., Rameau, F., Bazin, J.-C., & Kweon, I. S. (2021) · 2021 IEEE Winter Conference on Applications of Computer Vision (WACV)

Advanced Neural Network ApplicationsDomain Adaptation and Few-Shot Learning

Cited by 174

Complementary Random Masking for RGB-Thermal Semantic Segmentation

Shin, U., Lee, K., Kweon, I. S., & Oh, J. (2024) · 2024 IEEE International Conference on Robotics and Automation (ICRA)

Advanced Neural Network ApplicationsDomain Adaptation and Few-Shot Learning

Cited by 49

Fast multiple objects detection and tracking fusing color camera and 3D LIDAR for intelligent vehicles

Hwang, S., Kim, N., Choi, Y., Lee, S., & Kweon, I. S. (2016) · 2016 13th International Conference on Ubiquitous Robots and Ambient Intelligence (URAI)

Autonomous Vehicle Technology and SafetyAdvanced Neural Network Applications

Cited by 46

Combinatorial approach for lane detection using image and LIDAR reflectance

Shin, S., Shim, I., & Kweon, I. S. (2015) · 2015 12th International Conference on Ubiquitous Robots and Ambient Intelligence (URAI)

Autonomous Vehicle Technology and SafetyAutomated Road and Building Extraction

Cited by 13