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 (ISVC (2), 2015)

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 (ISVC (1), 2016)

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 (ICTAI, 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)

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)

Counting Cells in Time-Lapse Microscopy using Deep Neural Networks. - Alexander Gómez-Villa; Augusto Salazar; Igor Stefanini (CoRR, 2018)

Convolutional Neural Networks Deceived by Visual Illusions. - Alexander Gómez-Villa; Adrián Martín; Javier Vazquez-Corral; Marcelo Bertalmío (CoRR, 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 Can Be Deceived by Visual Illusions. - Alexander Gómez-Villa; Adrián Martín; Javier Vazquez-Corral; Marcelo Bertalmío (CVPR, 2019)

Synthesizing Visual Illusions Using Generative Adversarial Networks. - Alexander Gómez-Villa; Adrián Martín; Javier Vazquez-Corral; Jesús Malo; Marcelo Bertalmío (CoRR, 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)

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)

Continually Learning Self-Supervised Representations with Projected Functional Regularization. - Alex Gomez-Villa; Bartlomiej Twardowski; Lu Yu 004; Andrew D. Bagdanov; Joost van de Weijer 001 (CVPR Workshops, 2022)

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 001 (ICLR, 2023)

Exemplar-Free Continual Representation Learning via Learnable Drift Compensation. - Alex Gomez-Villa; Dipam Goswami; Kai Wang 060; Andrew D. Bagdanov; Bartlomiej Twardowski; Joost van de Weijer 001 (ECCV (7), 2024)

Plasticity-Optimized Complementary Networks for Unsupervised Continual Learning. - Alex Gomez-Villa; Bartlomiej Twardowski; Kai Wang 060; Joost van de Weijer 001 (WACV, 2024)

At the edge of a generative cultural precipice. - Diego Porres; Alex Gomez-Villa (CoRR, 2024)

Assessing Open-world Forgetting in Generative Image Model Customization. - Héctor Laria Mantecon; Alex Gomez-Villa; Imad Eddine Marouf; Kai Wang 060; Bogdan Raducanu; Joost van de Weijer 001 (CoRR, 2024)

The Art of Deception: Color Visual Illusions and Diffusion Models. - Alexandra Gomez-Villa; Kai Wang 060; C. Alejandro Párraga; Bartlomiej Twardowski; Jesus Malo; Javier Vazquez-Corral; Joost van de Weijer 001 (CVPR, 2025)

Replay-free Online Continual Learning with Self-Supervised MultiPatches. - Giovanni A. Cignoni; Andrea Cossu; Alexandra Gomez-Villa; Joost van de Weijer 001; Antonio Carta (ESANN, 2025)

Free-Lunch Color-Texture Disentanglement for Stylized Image Generation. - Jiang Qin; Senmao Li; Alexandra Gomez-Villa; Shiqi Yang 002; Yaxing Wang; Kai Wang 060; Joost van de Weijer 001 (CoRR, 2025)

FindMeIfYouCan: Bringing Open Set metrics to near, far and farther Out-of-Distribution Object Detection. - Daniel Montoya; Aymen Bouguerra; Alexandra Gomez-Villa; Fabio Arnez (CoRR, 2025)

CLA: Latent Alignment for Online Continual Self-Supervised Learning. - Giovanni A. Cignoni; Andrea Cossu; Alexandra Gomez-Villa; Joost van de Weijer 001; Antonio Carta (CoRR, 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 001; Yonghong Tian 001 (CoRR, 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, 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, 2025)

Color Names in Vision-Language Models. - Alexandra Gomez-Villa; Pablo Hernández-Cámara; Muhammad Atif Butt; Valero Laparra; Jesus Malo; Javier Vazquez-Corral (CoRR, 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 001; Kai Wang 060 (CoRR, 2025)

Evaluating and Preserving High-level Fidelity in Super-Resolution. - Josep M. Rocafort; Shaolin Su; Alexandra Gomez-Villa; Javier Vazquez-Corral (CoRR, 2025)

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 001; Kai Wang 060 (WACV, 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)

NumColor: Precise Numeric Color Control in Text-to-Image Generation. - Muhammad Atif Butt; Diego Hernandez; Alexandra Gomez-Villa; Kai Wang 060; Javier Vazquez-Corral; Joost van de Weijer 001 (CoRR, 2026)

Online Continual Learning with Dynamic Label Hierarchies. - Xinrui Wang; Shao-Yuan Li; Bartlomiej Twardowski; Alexandra Gomez-Villa; Songcan Chen (CoRR, 2026)