Scholar
Luis Herranz
Google Scholar ID: TIUdKu4AAAAJ
Universidad Politécnica de Madrid
Citations & Impact
Citations
4,636
H-index
25
i10-index
43
Publications
20
Co-authors
25
list available
Contact
No contact links provided.
Publications
Resume (English only)
Academic Achievements
- Multiple papers have been accepted by top international journals and conferences such as IEEE Trans. on Multimedia, Neurocomputing, IEEE Trans. CSVT, ICCV, ECCV, IJCV, etc.
Research Experience
- October 2025: The paper 'Camera Motion-Conditioned Motion Estimation for Neural Video Coding for Cloud Gaming' was accepted by IEEE Trans. on Multimedia.
- September 2025: The paper 'Curriculum learning-based slimmable cross-component prediction for video coding' was accepted by Neurocomputing.
- August 2025: The paper 'Text and Non-Text Latent Feature Disentanglement for Screen Content Image Compression' was accepted by IEEE Trans. CSVT.
- July 2025: The paper 'Revisiting Image Fusion for Multi-Illuminant White-Balance Correction' was accepted by ICCV 2025.
- October 2024: The paper 'Enhanced Neural Video Compression for Cloud Gaming Videos with Aligned Frame Generation' was accepted by Expert Systems with Applications.
- September 2024: The paper 'A slimmable framework for practical neural video compression' was accepted by Neurocomputing.
- July 2024: The paper 'Learned Image Enhancement via Color Naming' was accepted by ECCV 2024.
- May 2024: The paper 'Lightweight Deep Exemplar Colorization via Semantic Attention-Guided Laplacian Pyramid' was accepted by IEEE Trans. on Visualization and Computer Graphics.
- May 2024: The paper 'Palette-based Color Harmonization via Color Naming' was accepted by IEEE Signal Processing Letters.
- January 2024: The paper 'Improving the perception of low-light enhanced images' was accepted by Optics Express.
- December 2023: The paper 'Task-Switchable Pre-Processor for Image Compression for Multiple Machine Vision Tasks' was accepted by IEEE Trans. CSVT.
- September 2023: The paper 'MineGAN++: Mining Generative Models for Efficient Knowledge Transfer to Limited Data Domains' was accepted by IJCV.
- September 2023: The paper 'A Palette-based Image Recoloring Framework for Multiple-image Color Consistency' was accepted by Computer Graphics Forum.
- August 2023: The paper 'Trust your Good Friends: Source-free Domain Adaptation by Reciprocal Neighborhood Clustering' was accepted by IEEE Trans. PAMI.
- June 2023: The paper 'Casting a BAIT for Offline and Online Source-free Domain Adaptation' was accepted by Computer Vision and Image Understanding.
- May 2023: The paper 'Chroma Intra Prediction with Lightweight Attention-Based Neural Networks' was accepted by IEEE Trans. CSVT.
- February 2023: Three papers were accepted at ICASSP 2023.
- August 2022: The paper 'A Novel Framework for Image-to-image Translation and Image Compression' was accepted by Neurocomputing.
- July 2022: The paper 'Main Product Detection with Graph Networks for Fashion' was accepted by Multimedia Tools and Applications.
- June 2022: The paper 'SlimSeg: Slimmable Semantic Segmentation with Boundary Supervision' was accepted at ACM Multimedia 2022, and 'Towards Lightweight Neural Network-based Chroma Intra Prediction for Video Coding' at ICIP 2022.
- April 2022: Two papers were accepted at CVPR workshops: 'Slimmable Video Codec' at CLIC 2022, and 'Incremental Meta-Learning via Episodic Replay Distillation for Few-Shot Image R'.
Background
- Research interests include machine learning (especially deep learning) applied to computer vision and multimedia, and artificial intelligence in general. Specific areas of research include generative models (especially GANs), transfer learning, continual learning, multimodal representations, and neural image compression. He is also increasingly interested in investigating artificial intelligence within its social and environmental context, and their effects and interplays.
