Björn Stenger

Rakuten (Japan) — Japan

Computer Science · Physical Sciences

38h-index5.8kcitations134works33.02yr avg
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Research Topics

Human Pose and Action Recognition(34), Advanced Vision and Imaging(24), Hand Gesture Recognition Systems(22), Video Surveillance and Tracking Methods(19), Advanced Image Processing Techniques(18)

Publications133 total

Adversarial Representation Learning for Presentation Attack Detection on Face Recognition Systems
Communications in computer and information science·2026
LLDiffusion: Learning degradation representations in diffusion models for low-light image enhancement
Pattern Recognition·2025· 63 cited
Linearly Controllable GAN: Unsupervised Feature Categorization and Decomposition for Image Generation and Manipulation
Lecture notes in computer science·2024· 3 cited
GridFormer: Residual Dense Transformer with Grid Structure for Image Restoration in Adverse Weather Conditions
International Journal of Computer Vision·2024· 130 cited
Text2Illustration: Sampling and Composing Creatives With Text
2024· 1 cited
Caption-Guided Interpretable Video Anomaly Detection Based on Memory Similarity
IEEE Access·2024· 1 citedOpen Access
Efficient Action Spotting Using Saliency Feature Weighting
IEICE Transactions on Information and Systems·2023Open Access
MC-Blur: A Comprehensive Benchmark for Image Deblurring
IEEE Transactions on Circuits and Systems for Video Technology·2023· 93 cited
Age Prediction From Face Images Via Contrastive Learning
arXiv (Cornell University)·2023Open Access
LLDiffusion: Learning Degradation Representations in Diffusion Models for Low-Light Image Enhancement
arXiv (Cornell University)·2023· 8 citedOpen Access
Age Prediction From Face Images Via Contrastive Learning
2023· 1 cited
Ultra-High-Definition Low-Light Image Enhancement: A Benchmark and Transformer-Based Method
Proceedings of the AAAI Conference on Artificial Intelligence·2023· 359 citedOpen Access
PCT-Net: Full Resolution Image Harmonization Using Pixel-Wise Color Transformations
2023· 29 cited
GridFormer: Residual Dense Transformer with Grid Structure for Image Restoration in Adverse Weather Conditions
arXiv (Cornell University)·2023· 2 citedOpen Access
Online Knowledge Distillation for Multi-task Learning
2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)·2023· 20 cited
Ultra-High-Definition Low-Light Image Enhancement: A Benchmark and Transformer-Based Method
arXiv (Cornell University)·2022· 20 citedOpen Access
Deep Generative Inpainting with Comparative Sample Augmentation
Journal of Computational and Cognitive Engineering·2022· 44 citedOpen Access
Action Spotting in Soccer Videos Using Multiple Scene Encoders
2022 26th International Conference on Pattern Recognition (ICPR)·2022· 3 cited
Deep Image Deblurring: A Survey
International Journal of Computer Vision·2022· 326 cited
UserBERT: Modeling Long- and Short-Term User Preferences via Self-Supervision
arXiv (Cornell University)·2022Open Access
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Frequent Co-authors

Roberto Cipolla(24), Tae‐Kyun Kim(10), Wenhan Luo(8), A. Thayananthan(8), Philip H. S. Torr(8), Kaihao Zhang(7), Wei Liu(5), Hongdong Li(5), Shanxin Yuan(4), Jiu Xu(4), Frank Perbet(4), Wenqi Ren(3), Ming–Hsuan Yang(3), Tao Wang(3), Robert Anderson(3), Vincent Wan(3), Atsuto Maki(3), Paulo R. S. Mendonça(2), Qi Ye(2), Siddhant Jain(2)