Luis Herranz

Universidad Autónoma de Madrid — Spain

Computer Science · Physical Sciences

26h-index2.8kcitations135works1.12yr avg
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Research Topics

Domain Adaptation and Few-Shot Learning(44), Advanced Image and Video Retrieval Techniques(39), Multimodal Machine Learning Applications(38), Video Analysis and Summarization(30), Generative Adversarial Networks and Image Synthesis(25)

Publications135 total

Curriculum learning-based slimmable cross-component prediction for video coding
Neurocomputing·2025
Text and Non-Text Latent Feature Disentanglement for Screen Content Image Compression
IEEE Transactions on Circuits and Systems for Video Technology·2025
Revisiting Image Fusion for Multi-Illuminant White-Balance Correction
arXiv (Cornell University)·2025Open Access
Adaptive Blind All-in-One Image Restoration
arXiv (Cornell University)·2024Open Access
NamedCurves: Learned Image Enhancement via Color Naming
Lecture notes in computer science·2024
Enhanced neural video compression for cloud gaming videos with aligned frame generation
Expert Systems with Applications·2024Open Access
A slimmable framework for practical neural video compression
Neurocomputing·2024· 2 citedOpen Access
NamedCurves: Learned Image Enhancement via Color Naming
arXiv (Cornell University)·2024Open Access
AB1474 NINTEDANIB IN AUTOIMMUNE DISEASE-RELATED INTERSTITIAL LUNG DISEASE: REAL-LIFE EFFECTIVENESS, SAFETY AND TOLERANCE IN A SPANISH MULTICENTER STUDY
Annals of the Rheumatic Diseases·2024
Rate Control for Slimmable Video Codec using Multilayer Perceptron
2024· 1 cited
Lightweight Deep Exemplar Colorization via Semantic Attention-Guided Laplacian Pyramid
IEEE Transactions on Visualization and Computer Graphics·2024· 3 cited
Improving the perception of low-light enhanced images
Optics Express·2024· 2 citedOpen Access
Palette-Based Color Harmonization via Color Naming
IEEE Signal Processing Letters·2024· 1 citedOpen Access
Task-Switchable Pre-Processor for Image Compression for Multiple Machine Vision Tasks
IEEE Transactions on Circuits and Systems for Video Technology·2024· 7 cited
Integrating High‐Level Features for Consistent Palette‐based Multi‐image Recoloring
Computer Graphics Forum·2023· 2 citedOpen Access
MineGAN++: Mining Generative Models for Efficient Knowledge Transfer to Limited Data Domains
International Journal of Computer Vision·2023· 7 citedOpen Access
Trust your Good Friends: Source-free Domain Adaptation by Reciprocal Neighborhood Clustering
arXiv (Cornell University)·2023Open Access
Trust Your Good Friends: Source-Free Domain Adaptation by Reciprocal Neighborhood Clustering
IEEE Transactions on Pattern Analysis and Machine Intelligence·2023· 14 citedOpen Access
Casting a BAIT for offline and online source-free domain adaptation
Computer Vision and Image Understanding·2023· 36 citedOpen Access
Chroma Intra Prediction With Lightweight Attention-Based Neural Networks
IEEE Transactions on Circuits and Systems for Video Technology·2023· 15 cited
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Frequent Co-authors

Joost van de Weijer(25), Shuqiang Jiang(14), Xialei Liu(10), Shangling Jui(10), Xinhang Song(9), Yaxing Wang(7), Chenshen Wu(7), Shiqi Yang(7), Kai Wang(5), Bogdan Raducanu(5), Andrew D. Bagdanov(5), Yaxing Wang(5), José M. Martínez(5), Abel González-García(4), Marc Masana(4), Weiqing Min(4), Ruihan Xu(4), Yongmei Cheng(3), Antonio M. López(3), Marta Mrak(3)