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Juan C. Pérez
Juan C. Pérez
Other namesJuan Pérez
AI Research Scientist, Meta
Verified email at uniandes.edu.co - Homepage
Title
Cited by
Cited by
Year
Dynamic Multimodal Instance Segmentation Guided by Natural Language Queries
EA Margffoy-Tuay, JC Pérez, E Botero, P Arbeláez
European Conference on Computer Vision, ECCV 2018, 2018
2452018
Towards robust general medical image segmentation
L Daza, JC Pérez, P Arbeláez
International Conference on Medical Image Computing and Computer-Assisted …, 2021
522021
Combating Adversaries with Anti-Adversaries
M Alfarra, JC Pérez, A Thabet, A Bibi, PHS Torr, B Ghanem
AAAI Conference on Artificial Intelligence, 2022
442022
Enhancing Adversarial Robustness via Test-time Transformation Ensembling
JC Pérez, M Alfarra, G Jeanneret, L Rueda, A Thabet, B Ghanem, ...
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2021
442021
Gabor Layers Enhance Network Robustness
JC Pérez, M Alfarra, G Jeanneret, A Bibi, A Thabet, B Ghanem, ...
European Conference on Computer Vision, 2020
392020
Bespoke solvers for generative flow models
N Shaul, J Perez, RTQ Chen, A Thabet, A Pumarola, Y Lipman
arXiv preprint arXiv:2310.19075, 2023
332023
Mardini: Masked autoregressive diffusion for video generation at scale
H Liu, S Liu, Z Zhou, M Xu, Y Xie, X Han, JC Pérez, D Liu, K Kahatapitiya, ...
arXiv preprint arXiv:2410.20280, 2024
322024
Re-ReND: Real-time Rendering of NeRFs across Devices
S Rojas, J Zarzar, JC Pérez, A Sanakoyeu, A Thabet, A Pumarola, ...
arXiv preprint arXiv:2303.08717, 2023
322023
Evaluation of test-time adaptation under computational time constraints
M Alfarra, H Itani, A Pardo, S Alhuwaider, M Ramazanova, JC Pérez, ...
arXiv preprint arXiv:2304.04795, 2023
20*2023
Adaptive guidance: Training-free acceleration of conditional diffusion models
A Castillo, J Kohler, JC Pérez, JP Pérez, A Pumarola, B Ghanem, ...
Proceedings of the AAAI Conference on Artificial Intelligence 39 (2), 1962-1970, 2025
192025
Generalized real-world super-resolution through adversarial robustness
A Castillo, M Escobar, JC Pérez, A Romero, R Timofte, L Van Gool, ...
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
182021
On the robustness of quality measures for gans
M Alfarra, JC Pérez, A Frühstück, PHS Torr, P Wonka, B Ghanem
European Conference on Computer Vision, 18-33, 2022
172022
3DeformRS: Certifying Spatial Deformations on Point Clouds
G Pérez S., JC Pérez, M Alfarra, S Giancola, B Ghanem
Conference on Computer Vision and Pattern Recognition (CVPR) 2022, 2022
162022
Certified robustness in federated learning
M Alfarra, JC Pérez, E Shulgin, P Richtárik, B Ghanem
arXiv preprint arXiv:2206.02535, 2022
112022
Styleavatar: Stylizing animatable head avatars
JC Pérez, T Nguyen-Phuoc, C Cao, A Sanakoyeu, T Simon, P Arbeláez, ...
Proceedings of the ieee/cvf winter conference on applications of computer …, 2024
92024
Towards characterizing the semantic robustness of face recognition
JC Pérez, M Alfarra, A Thabet, P Arbeláez, B Ghanem
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
92023
Compressed-language models for understanding compressed file formats: a jpeg exploration
JC Pérez, A Pardo, M Soldan, H Itani, J Leon-Alcazar, B Ghanem
arXiv preprint arXiv:2405.17146, 2024
72024
Comprehensive telestroke network to optimize health care delivery for cerebrovascular diseases: algorithm development
H Bayona, B Ropero, AJ Salazar, JC Pérez, MF Granja, CF Martínez, ...
Journal of Medical Internet Research 22 (7), e18058, 2020
52020
A hierarchical assessment of adversarial severity
G Jeanneret, JC Pérez, P Arbeláez
Proceedings of the IEEE/CVF international conference on computer vision, 61-70, 2021
32021
Enhancing neural rendering methods with image augmentations
JC Pérez, S Rojas, J Zarzar, B Ghanem
arXiv preprint arXiv:2306.08904, 2023
22023
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Articles 1–20