Juan C. Pérez

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 32

Top Topics

Medical Image Segmentation

Iterative Reconstruction Algorithm

Natural Language Queries

Diffusion Models

Top Venues

Comput. Electron. Agric.

Publications

Neta Shaul, Juan C. Pérez, Ricky T. Q. Chen, Ali K. Thabet, Albert Pumarola, Yaron Lipman
Bespoke Solvers for Generative Flow Models. ICLR (2024)
Juan C. Pérez, Alejandro Pardo, Mattia Soldan, Hani Itani, Juan Leon Alcazar, Bernard Ghanem
Compressed-Language Models for Understanding Compressed File Formats: a JPEG Exploration. CoRR (2024)
Juan C. Pérez, Thu Nguyen-Phuoc, Chen Cao, Artsiom Sanakoyeu, Tomas Simon, Pablo Arbeláez, Bernard Ghanem, Ali K. Thabet, Albert Pumarola
StyleAvatar: Stylizing Animatable Head Avatars. WACV (2024)
Juan C. Pérez, Sara Rojas, Jesus Zarzar, Bernard Ghanem
Enhancing Neural Rendering Methods with Image Augmentations. CoRR (2023)
Neta Shaul, Juan C. Pérez, Ricky T. Q. Chen, Ali K. Thabet, Albert Pumarola, Yaron Lipman
Bespoke Solvers for Generative Flow Models. CoRR (2023)
Motasem Alfarra, Hani Itani, Alejandro Pardo, Shyma Alhuwaider, Merey Ramazanova, Juan C. Pérez, Zhipeng Cai, Matthias Müller, Bernard Ghanem
Revisiting Test Time Adaptation under Online Evaluation. CoRR (2023)
Juan C. Pérez, Motasem Alfarra, Ali K. Thabet, Pablo Arbeláez, Bernard Ghanem
Towards Characterizing the Semantic Robustness of Face Recognition. CVPR Workshops (2023)
Sara Rojas, Jesus Zarzar, Juan C. Pérez, Artsiom Sanakoyeu, Ali K. Thabet, Albert Pumarola, Bernard Ghanem
Re-ReND: Real-time Rendering of NeRFs across Devices. ICCV (2023)
Angela Castillo, Jonas Kohler, Juan C. Pérez, Juan Pablo Pérez, Albert Pumarola, Bernard Ghanem, Pablo Arbeláez, Ali K. Thabet
Adaptive Guidance: Training-free Acceleration of Conditional Diffusion Models. CoRR (2023)
Motasem Alfarra, Juan C. Pérez, Ali K. Thabet, Adel Bibi, Philip H. S. Torr, Bernard Ghanem
Combating Adversaries with Anti-adversaries. AAAI (2022)
Motasem Alfarra, Juan C. Pérez, Anna Frühstück, Philip H. S. Torr, Peter Wonka, Bernard Ghanem
On the Robustness of Quality Measures for GANs. CoRR (2022)
Juan C. Pérez, Motasem Alfarra, Ali K. Thabet, Pablo Arbeláez, Bernard Ghanem
Towards Assessing and Characterizing the Semantic Robustness of Face Recognition. CoRR (2022)
Motasem Alfarra, Juan C. Pérez, Egor Shulgin, Peter Richtárik, Bernard Ghanem
Certified Robustness in Federated Learning. CoRR (2022)
Gabriel Pérez S., Juan C. Pérez, Motasem Alfarra, Silvio Giancola, Bernard Ghanem
3DeformRS: Certifying Spatial Deformations on Point Clouds. CVPR (2022)
Gabriel Pérez S., Juan C. Pérez, Motasem Alfarra, Silvio Giancola, Bernard Ghanem
3DeformRS: Certifying Spatial Deformations on Point Clouds. CoRR (2022)
Motasem Alfarra, Juan C. Pérez, Anna Frühstück, Philip H. S. Torr, Peter Wonka, Bernard Ghanem
On the Robustness of Quality Measures for GANs. ECCV (17) (2022)
Angela Castillo, María Escobar, Juan C. Pérez, Andrés Romero, Radu Timofte, Luc Van Gool, Pablo Arbelaez
Generalized Real-World Super-Resolution through Adversarial Robustness. ICCVW (2021)
Motasem Alfarra, Juan C. Pérez, Adel Bibi, Ali K. Thabet, Pablo Arbelaez, Bernard Ghanem
Rethinking Clustering for Robustness. BMVC (2021)
Motasem Alfarra, Juan C. Pérez, Ali K. Thabet, Adel Bibi, Philip H. S. Torr, Bernard Ghanem
Combating Adversaries with Anti-Adversaries. CoRR (2021)
Laura Alexandra Daza, Juan C. Pérez, Pablo Arbeláez
Towards Robust General Medical Image Segmentation. MICCAI (3) (2021)
Guillaume Jeanneret, Juan C. Pérez, Pablo Arbelaez
A Hierarchical Assessment of Adversarial Severity. CoRR (2021)
Juan C. Pérez, Motasem Alfarra, Guillaume Jeanneret, Laura Rueda, Ali K. Thabet, Bernard Ghanem, Pablo Arbeláez
Enhancing Adversarial Robustness via Test-time Transformation Ensembling. CoRR (2021)
Juan C. Pérez, Motasem Alfarra, Guillaume Jeanneret, Laura Rueda, Ali K. Thabet, Bernard Ghanem, Pablo Arbeláez
Enhancing Adversarial Robustness via Test-time Transformation Ensembling. ICCVW (2021)
Guillaume Jeanneret, Juan C. Pérez, Pablo Arbeláez
A Hierarchical Assessment of Adversarial Severity. ICCVW (2021)
Angela Castillo, María Escobar, Juan C. Pérez, Andrés Romero, Radu Timofte, Luc Van Gool, Pablo Arbeláez
Generalized Real-World Super-Resolution through Adversarial Robustness. CoRR (2021)
Laura Alexandra Daza, Juan C. Pérez, Pablo Arbeláez
Towards Robust General Medical Image Segmentation. CoRR (2021)
Motasem Alfarra, Juan C. Pérez, Adel Bibi, Ali K. Thabet, Pablo Arbeláez, Bernard Ghanem
ClusTR: Clustering Training for Robustness. CoRR (2020)
Juan C. Pérez, Motasem Alfarra, Guillaume Jeanneret, Adel Bibi, Ali K. Thabet, Bernard Ghanem, Pablo Arbeláez
Gabor Layers Enhance Network Robustness. ECCV (9) (2020)
Juan C. Pérez, Motasem Alfarra, Guillaume Jeanneret, Adel Bibi, Ali K. Thabet, Bernard Ghanem, Pablo Arbeláez
Robust Gabor Networks. CoRR (2019)
Edgar Margffoy-Tuay, Juan C. Pérez, Emilio Botero, Pablo Arbeláez
Dynamic Multimodal Instance Segmentation guided by natural language queries. CoRR (2018)
Edgar Margffoy-Tuay, Juan C. Pérez, Emilio Botero, Pablo Arbeláez
Dynamic Multimodal Instance Segmentation Guided by Natural Language Queries. ECCV (11) (2018)
Manuel Pineda-Sánchez, Juan C. Pérez
SENose: An under U$50 electronic nose for the monitoring of soil gas emissions. Comput. Electron. Agric. 133 (2017)