Alex Gomez-Villa

According to our database, Alex Gomez-Villa authored at least 14 papers between 2022 and 2025.

Collaborative distances:

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

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

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

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

CoRR, March, 2025

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

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

CoRR, February, 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