Juan C. SanMiguel

Universidad Autónoma de Madrid — Spain

Computer Science · Physical Sciences

18h-index985citations92works1.32yr avg
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Research Topics

Video Surveillance and Tracking Methods(44), Anomaly Detection Techniques and Applications(22), Human Pose and Action Recognition(17), Advanced Neural Network Applications(15), Advanced Image and Video Retrieval Techniques(12)

Publications92 total

Large Language Models Meet Extreme Multi-label Classification: Scaling and Multi-modal Framework
arXiv (Cornell University)·2025Open Access
A Data-Centric Approach to Pedestrian Attribute Recognition: Synthetic Augmentation via Prompt-driven Diffusion Models
arXiv (Cornell University)·2025Open Access
A Data-Centric Approach to Pedestrian Attribute Recognition: Synthetic Augmentation via Prompt-Driven Diffusion Models
2025
Enhancing Zero-Shot Pedestrian Attribute Recognition with Synthetic Data Generation: A Comparative Study with Image-To-Image Diffusion Models
2025
Unsupervised Class Generation to Expand Semantic Segmentation Datasets
Journal of Imaging·2025· 1 citedOpen Access
Gradient-based class weighting for unsupervised domain adaptation in dense prediction visual tasks
Pattern Recognition·2025· 2 citedOpen Access
Layer-wise model merging for unsupervised domain adaptation in segmentation tasks
The Visual Computer·2025· 4 citedOpen Access
Unsupervised Class Generation to Expand Semantic Segmentation Datasets
arXiv (Cornell University)·2025Open Access
Controlling semantics of diffusion‐augmented data for unsupervised domain adaptation
IET Computer Vision·2025Open Access
Leveraging Contrastive Learning for Semantic Segmentation with Consistent Labels Across Varying Appearances
arXiv (Cornell University)·2024Open Access
VLMs meet UDA: Boosting Transferability of Open Vocabulary Segmentation with Unsupervised Domain Adaptation
arXiv (Cornell University)·2024Open Access
Layer-wise Model Merging for Unsupervised Domain Adaptation in Segmentation Tasks
arXiv (Cornell University)·2024Open Access
Gradient-based Class Weighting for Unsupervised Domain Adaptation in Dense Prediction Visual Tasks
arXiv (Cornell University)·2024Open Access
Open-Vocabulary Attention Maps with Token Optimization for Semantic Segmentation in Diffusion Models
2024· 7 cited
Test-Time Adaptation for Keypoint-Based Spacecraft Pose Estimation Based on Predicted-View Synthesis
IEEE Transactions on Aerospace and Electronic Systems·2024· 5 citedOpen Access
Per-class curriculum for Unsupervised Domain Adaptation in semantic segmentation
The Visual Computer·2024· 3 citedOpen Access
Open-Vocabulary Attention Maps with Token Optimization for Semantic Segmentation in Diffusion Models
arXiv (Cornell University)·2024Open Access
Biased Class disagreement: detection of out of distribution instances by using differently biased semantic segmentation models
2023· 5 citedOpen Access
The Robust Semantic Segmentation UNCV2023 Challenge Results
2023· 1 citedOpen Access
The Robust Semantic Segmentation UNCV2023 Challenge Results
arXiv (Cornell University)·2023Open Access
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Frequent Co-authors

José M. Martínez(29), Andrea Cavallaro(10), Diego Ortego(9), Marcos Escudero-Viñolo(9), Roberto Alcover‐Couso(6), Álvaro García‐Martín(5), Elena Luna(4), Jesús Bescós(4), Pablo Carballeira(3), Álvaro Bayona(2), Álvaro García(2), Sandeep Katragadda(2), Pengfei Zhu(1), Longyin Wen(1), Dawei Du(1), Xiao Bian(1), Haibin Ling(1), Qinghua Hu(1), Haotian Wu(1), Qinqin Nie(1)