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PhD Student, Computer Vision Center
- Barcelona
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15:26
(UTC +01:00) - https://davidserra9.github.io/
- https://orcid.org/0009-0009-1224-8453
- @serra9lozano
- in/david-serrano-lozano
Highlights
- Pro
Stars
Code for the Comics Pick-a-Panel dataset and baselines
Reference code for the paper Auto White-Balance Correction for Mixed-Illuminant Scenes.
Beyond Single Object Text-to-SVG Synthesis with Comprehensive Canvas Layout
Magic to turn Cursor/Windsurf as 90% of Devin
arXiv LaTeX Cleaner: Easily clean the LaTeX code of your paper to submit to arXiv
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
[AAAI 2025] Official Codes for Efficient Neural Network Encoding of 3D Color LUTs
Control Color: Multimodal Diffusion-based Interactive Image Colorization
Blur Conversion for Unsupervised Image Deblurring (CVPR'24)
Degradation-Aware Residual-Conditioned Optimal Transport for Unified Image Restoration
[ICCV 2023] - Zero-shot Composed Image Retrieval with Textual Inversion
Doc2Graph transforms documents into graphs and exploit a GNN to solve several tasks.
Comics Dataset Framework for Comics Understanding
[NeurIPS2024] Tune your restoration model with one 3090 GPU!
The official PyTorch implementation for the paper "Image-adaptive 3D Lookup Tables for Real-time Image Enhancement with Bilateral Grids" (accepted by ECCV 2024)
Tips for Writing a Research Paper using LaTeX
A curated list of resources for using LLMs to develop more competitive grant applications.
PyTorch implementation for All-In-One Image Restoration for Unknown Corruption (AirNet) (CVPR 2022)
Multi-Class Textual-Inversion Secretly Yields a Semantic-Agnostic Classifier (WACV 2025)
The official repo of the Comics Survey: "A missing piece in Vision and Language: A Survey on Comics Understanding"
Code for CVPR 2024 paper - Resurrecting Old Classes with New Data for Exemplar-Free Continual Learning
Simple project page template for your research paper, built with Astro and Tailwind CSS
[ICCV'21] Large Scale Multi-Illuminant (LSMI) Dataset for Developing White Balance Algorithm under Mixed Illumination
List of diffusion related active submissions on OpenReview for ICLR 2025.
Public code release for: ColorfulCurves: Palette-Aware Lightness Control and Color Editing via Sparse Optimization (SIGGRAPH 2023) [Ted Chao, Jason Klein, Jianchao Tan, Jose Echevarria, Yotam Gingold]
List of diffusion papers accepted in ECCV 2024.