ImageNet-D: Benchmarking Neural Network Robustness on Diffusion Synthetic Object

Chenshuang Zhang, Fei Pan, Junmo Kim, In So Kweon, Chengzhi Mao.

The IEEE / CVF Conference on Computer Vision and Pattern Recognition 2024, Seattle, WA

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MoDA: Leveraging Motion Prior from Videos for Advancing Unsupervised Domain Adaptation in Semantic Segmentation

Fei Pan, Xu Yin, Seokju Lee, Axi Niu, Sungeui Yoon, In So Kweon

The IEEE / CVF Conference on Computer Vision and Pattern Recognition 2024 Workshop on Learning with Limited Labelled Data for Images and Videos Understanding, Seattle, WA

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Zero-shot Building Attribute Extraction from Large-Scale Vision and Language Models

Fei Pan, Sangryul Jeon, Brian Wang, Frank Mckenna, Stella Yu

The IEEE / CVF Winter Conference on Applications of Computer Vision 2024, Kailua-Kona, HI

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Masking-augmented Collaborative Domain Congregation for Multi-target Domain Adaptaton in Semantic Segmentation

Fei Pan*, Dong He*, Chenshuang Zhang, Munchurl Kim

The IEEE Intelligent Vehicle Symposium,  2024, Jeju, Korea

Paper 

CCTV-Calib: a Toolbox to Calibrate Surveillance Cameras Around the Globe

Francois rameau, Jaesung Choe, Fei Pan, Seokju Lee, In So Kweon

Machine Vision and Applications, 2023

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ML-BPM: Multi-teacher Learning with Bidirectional Photometric Mixing for Open Compound Domain Adaptation in Semantic Segmentation

Fei Pan, Sungsu Hur, Seokju Lee, Junsik Kim, In So Kweon

European Conference on Computer Vision,  2022, Tel Aviv, Israel

Paper

Attentive and Contrastive Learning for Joint Depth and Motion Field Estimation

Seokju Lee, Francois Rameau, Fei Pan, In So Kweon

The IEEE/CVF International Conference on Computer Vision,  2021, Virtual

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Two-phase Pseudo Label Densification for Self-training based Domain Adaptation

Inkyu Shin, Sanghyun Woo, Fei Pan, In So Kweon

The European Conference on Computer Vision,  2020, Virtual

Paper

Unsupervised Intra-domain Adaptation for Semantic Segmentation through Self-supervision

Fei Pan, Inkyu Shin, Francois Rameau, Seokju Lee, In So Kweon

The IEEE / CVF Conference on Computer Vision and Pattern Recognition,  2020, Virtual

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Variational Prototyping-Encoder: One-Shot Learning with Prototypical Images

Junsik Kim, Tae-Hyun Oh, Seokju Lee, Fei Pan, In So Kweon

The IEEE / CVF Conference on Computer Vision and Pattern Recognition,  2019, Long Beach, CA

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Driver Drowsiness Detection System Based on Feature Representation Learning Using Various Deep Networks

Sanghyuk Park, Fei Pan, Chang D. Yoo

The 13th Asian Conference on Computer Vision Workshop on Driver Drowsiness Detection from Videos,  2016, Taipei, Taiwan

Paper