Alexandra Gomez-Villa

According to our database, Alexandra Gomez-Villa authored at least 32 papers between 2015 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

NumColor: Precise Numeric Color Control in Text-to-Image Generation.

Muhammad Atif Butt, Diego Hernandez, Alexandra Gomez-Villa, Kai Wang, Javier Vazquez-Corral, Joost van de Weijer

CoRR, March, 2026

Contrast sensitivity in multimodal large language models: A psychophysics-inspired evaluation.

Pablo Hernández-Cámara, Alexandra Gomez-Villa, José Manuel Jaén-Lorites, Jorge Vila-Tomás, Valero Laparra, Jesús Malo

Neural Networks, 2026

Leveraging Semantic Attribute Binding for Free-Lunch Color Control in Diffusion Models.

Héctor Laria Mantecon, Alexandra Gomez-Villa, Jiang Qin, Muhammad Atif Butt, Bogdan Raducanu, Javier Vazquez-Corral, Joost van de Weijer, Kai Wang

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2026

2025

Evaluating and Preserving High-level Fidelity in Super-Resolution.

Josep M. Rocafort, Shaolin Su, Alexandra Gomez-Villa, Javier Vazquez-Corral

CoRR, December, 2025

GenColorBench: A Color Evaluation Benchmark for Text-to-Image Generation Models.

Muhammad Atif Butt, Alexandra Gomez-Villa, Tao Wu, Javier Vazquez-Corral, Joost van de Weijer, Kai Wang

CoRR, October, 2025

Color Names in Vision-Language Models.

Alexandra Gomez-Villa, Pablo Hernández-Cámara, Muhammad Atif Butt, Valero Laparra, Jesus Malo, Javier Vazquez-Corral

CoRR, September, 2025

Can Less Precise Be More Reliable? A Systematic Evaluation of Quantization's Impact on CLIP Beyond Accuracy.

Aymen Bouguerra, Daniel Montoya, Alexandra Gomez-Villa, Fabio Arnez, Chokri Mraidha

CoRR, September, 2025

Contrast Sensitivity Function of Multimodal Vision-Language Models.

Pablo Hernández-Cámara, Alexandra Gomez-Villa, José Manuel Jaén-Lorites, Jorge Vila-Tomás, Jesus Malo, Valero Laparra

CoRR, August, 2025

Continual Learning for VLMs: A Survey and Taxonomy Beyond Forgetting.

Yuyang Liu, Qiuhe Hong, Linlan Huang, Alexandra Gomez-Villa, Dipam Goswami, Xialei Liu, Joost van de Weijer, Yonghong Tian

CoRR, August, 2025

CLA: Latent Alignment for Online Continual Self-Supervised Learning.

Giovanni A. Cignoni, Andrea Cossu, Alexandra Gomez-Villa, Joost van de Weijer, Antonio Carta

CoRR, July, 2025

FindMeIfYouCan: Bringing Open Set metrics to <i>near</i>, <i>far</i> and <i>farther</i> Out-of-Distribution Object Detection.

Daniel Montoya, Aymen Bouguerra, Alexandra Gomez-Villa, Fabio Arnez

CoRR, June, 2025

Free-Lunch Color-Texture Disentanglement for Stylized Image Generation.

Jiang Qin, Senmao Li, Alexandra Gomez-Villa, Shiqi Yang, Yaxing Wang, Kai Wang, Joost van de Weijer

CoRR, March, 2025

Replay-free Online Continual Learning with Self-Supervised MultiPatches.

Giovanni A. Cignoni, Andrea Cossu, Alexandra Gomez-Villa, Joost van de Weijer, Antonio Carta

Proceedings of the 33rd European Symposium on Artificial Neural Networks, 2025

The Art of Deception: Color Visual Illusions and Diffusion Models.

Alexandra Gomez-Villa, Kai Wang, C. Alejandro Párraga, Bartlomiej Twardowski, Jesus Malo, Javier Vazquez-Corral, Joost van de Weijer

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

Assessing Open-world Forgetting in Generative Image Model Customization.

Héctor Laria Mantecon, Alex Gomez-Villa, Imad Eddine Marouf, Kai Wang, Bogdan Raducanu, Joost van de Weijer

CoRR, 2024

At the edge of a generative cultural precipice.

Diego Porres, Alex Gomez-Villa

CoRR, 2024

Plasticity-Optimized Complementary Networks for Unsupervised Continual Learning.

Alex Gomez-Villa, Bartlomiej Twardowski, Kai Wang, Joost van de Weijer

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Exemplar-Free Continual Representation Learning via Learnable Drift Compensation.

Alex Gomez-Villa, Dipam Goswami, Kai Wang, Andrew D. Bagdanov, Bartlomiej Twardowski, Joost van de Weijer

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

Planckian Jitter: countering the color-crippling effects of color jitter on self-supervised training.

Simone Zini, Alex Gomez-Villa, Marco Buzzelli, Bartlomiej Twardowski, Andrew D. Bagdanov, Joost van de Weijer

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Continually Learning Self-Supervised Representations with Projected Functional Regularization.

Alex Gomez-Villa, Bartlomiej Twardowski, Lu Yu, Andrew D. Bagdanov, Joost van de Weijer

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2019

Camera-trap images segmentation using multi-layer robust principal component analysis.

Jhony-Heriberto Giraldo-Zuluaga, Augusto Salazar, Alexander Gómez-Villa, Angélica Diaz-Pulido

Vis. Comput., 2019

Visual Illusions Also Deceive Convolutional Neural Networks: Analysis and Implications.

Alexander Gómez-Villa, Adrián Martín, Javier Vazquez-Corral, Marcelo Bertalmío, Jesus Malo

CoRR, 2019

Synthesizing Visual Illusions Using Generative Adversarial Networks.

Alexander Gómez-Villa, Adrián Martín, Javier Vazquez-Corral, Jesús Malo, Marcelo Bertalmío

CoRR, 2019

Convolutional Neural Networks Can Be Deceived by Visual Illusions.

Alexander Gómez-Villa, Adrián Martín, Javier Vazquez-Corral, Marcelo Bertalmío

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Automatic identification of Scenedesmus polymorphic microalgae from microscopic images.

Jhony-Heriberto Giraldo-Zuluaga, Augusto Salazar, German Díez, Alexander Gómez-Villa, Tatiana Martinez, Jesús Francisco Vargas-Bonilla, Mariana Peñuela Vasquez

Pattern Anal. Appl., 2018

Convolutional Neural Networks Deceived by Visual Illusions.

Alexander Gómez-Villa, Adrián Martín, Javier Vazquez-Corral, Marcelo Bertalmío

CoRR, 2018

Counting Cells in Time-Lapse Microscopy using Deep Neural Networks.

Alexander Gómez-Villa, Augusto Salazar, Igor Stefanini

CoRR, 2018

2017

Towards automatic wild animal monitoring: Identification of animal species in camera-trap images using very deep convolutional neural networks.

Alexander Gómez-Villa, Augusto Salazar, Jesús Francisco Vargas-Bonilla

Ecol. Informatics, 2017

Automatic Recognition of Mammal Genera on Camera-Trap Images using Multi-Layer Robust Principal Component Analysis and Mixture Neural Networks.

Jhony-Heriberto Giraldo-Zuluaga, Augusto Salazar, Alexander Gómez-Villa, Angélica Diaz-Pulido

CoRR, 2017

Recognition of Mammal Genera on Camera-Trap Images Using Multi-layer Robust Principal Component Analysis and Mixture Neural Networks.

Jhony-Heriberto Giraldo-Zuluaga, Augusto Salazar, Alexander Gómez-Villa, Angélica Diaz-Pulido

Proceedings of the 29th IEEE International Conference on Tools with Artificial Intelligence, 2017

2016

Animal Identification in Low Quality Camera-Trap Images Using Very Deep Convolutional Neural Networks and Confidence Thresholds.

Alexander Gómez-Villa, German Díez, Augusto Salazar, Angélica M. Díaz

Proceedings of the Advances in Visual Computing - 12th International Symposium, 2016

2015

A Markov Random Field and Active Contour Image Segmentation Model for Animal Spots Patterns.

Alexander Gómez-Villa, German Díez, Jhony H. Giraldo, Augusto Salazar, Juan M. Daza

Proceedings of the Advances in Visual Computing - 11th International Symposium, 2015