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; Alex Gomez-Villa; Joost van de Weijer 001; Antonio Carta (CoRR, 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 001; Kai Wang 060 (CoRR, 2025)

Free-Lunch Color-Texture Disentanglement for Stylized Image Generation. - Jiang Qin; Senmao Li; Alexandra Gomez-Villa; Shiqi Yang; 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)