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ORCIDAlex Gomez-Villa
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2020 – today
- 2025
[c5]Alexandra Gomez-Villa, Kai Wang, C. Alejandro Párraga, Bartlomiej Twardowski, Jesus Malo, Javier Vazquez-Corral, Joost van de Weijer:
The Art of Deception: Color Visual Illusions and Diffusion Models. CVPR 2025: 18642-18652- [i13]Giovanni A. Cignoni, Andrea Cossu, Alex Gomez-Villa, Joost van de Weijer, Antonio Carta:
Replay-free Online Continual Learning with Self-Supervised MultiPatches. CoRR abs/2502.09140 (2025) - [i12]Héctor Laria Mantecon, Alex Gomez-Villa, Jiang Qin, Muhammad Atif Butt
, Bogdan Raducanu, Javier Vazquez-Corral, Joost van de Weijer, Kai Wang:
Leveraging Semantic Attribute Binding for Free-Lunch Color Control in Diffusion Models. CoRR abs/2503.09864 (2025) - [i11]Jiang Qin, Senmao Li, Alexandra Gomez-Villa, Shiqi Yang, Yaxing Wang, Kai Wang, Joost van de Weijer:
Free-Lunch Color-Texture Disentanglement for Stylized Image Generation. CoRR abs/2503.14275 (2025) - [i10]Daniel Montoya, Aymen Bouguerra, Alexandra Gomez-Villa, Fabio Arnez:
FindMeIfYouCan: Bringing Open Set metrics to near, far and farther Out-of-Distribution Object Detection. CoRR abs/2506.14008 (2025) - [i9]Giovanni A. Cignoni, Andrea Cossu, Alexandra Gomez-Villa, Joost van de Weijer, Antonio Carta:
CLA: Latent Alignment for Online Continual Self-Supervised Learning. CoRR abs/2507.10434 (2025) - [i8]Yuyang Liu, Qiuhe Hong, Linlan Huang, Alexandra Gomez-Villa, Dipam Goswami, Xialei Liu, Joost van de Weijer, Yonghong Tian:
Continual Learning for VLMs: A Survey and Taxonomy Beyond Forgetting. CoRR abs/2508.04227 (2025) - [i7]Pablo Hernández-Cámara, Alexandra Gomez-Villa, José Manuel Jaén-Lorites, Jorge Vila-Tomás, Jesus Malo, Valero Laparra:
Contrast Sensitivity Function of Multimodal Vision-Language Models. CoRR abs/2508.10367 (2025) - 2024
- [c4]Alex Gomez-Villa, Dipam Goswami, Kai Wang, Andrew D. Bagdanov, Bartlomiej Twardowski, Joost van de Weijer:
Exemplar-Free Continual Representation Learning via Learnable Drift Compensation. ECCV (7) 2024: 473-490 - [c3]Alex Gomez-Villa, Bartlomiej Twardowski, Kai Wang, Joost van de Weijer:
Plasticity-Optimized Complementary Networks for Unsupervised Continual Learning. WACV 2024: 1679-1689 - [i6]Diego Porres, Alex Gomez-Villa:
At the edge of a generative cultural precipice. CoRR abs/2406.08739 (2024) - [i5]Alex Gomez-Villa, Dipam Goswami, Kai Wang, Andrew D. Bagdanov, Bartlomiej Twardowski, Joost van de Weijer:
Exemplar-free Continual Representation Learning via Learnable Drift Compensation. CoRR abs/2407.08536 (2024) - [i4]Héctor Laria Mantecon, Alex Gomez-Villa, Imad Eddine Marouf, Kai Wang, Bogdan Raducanu, Joost van de Weijer:
Assessing Open-world Forgetting in Generative Image Model Customization. CoRR abs/2410.14159 (2024) - [i3]Alex Gomez-Villa, Kai Wang, C. Alejandro Párraga, Bartlomiej Twardowski, Jesus Malo, Javier Vazquez-Corral, Joost van de Weijer:
The Art of Deception: Color Visual Illusions and Diffusion Models. CoRR abs/2412.10122 (2024) - 2023
- [c2]Simone Zini, Alex Gomez-Villa, Marco Buzzelli, Bartlomiej Twardowski, Andrew D. Bagdanov, Joost van de Weijer:
Planckian Jitter: countering the color-crippling effects of color jitter on self-supervised training. ICLR 2023 - [i2]Alex Gomez-Villa, Bartlomiej Twardowski, Kai Wang, Joost van de Weijer:
Plasticity-Optimized Complementary Networks for Unsupervised Continual Learning. CoRR abs/2309.06086 (2023) - 2022
- [c1]Alex Gomez-Villa, Bartlomiej Twardowski, Lu Yu, Andrew D. Bagdanov, Joost van de Weijer:
Continually Learning Self-Supervised Representations with Projected Functional Regularization. CVPR Workshops 2022: 3866-3876 - 2021
- [i1]Alex Gomez-Villa, Bartlomiej Twardowski, Lu Yu, Andrew D. Bagdanov, Joost van de Weijer:
Continually Learning Self-Supervised Representations with Projected Functional Regularization. CoRR abs/2112.15022 (2021)
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