Gustavo Adolfo Vargas Hakim

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 15

Top Topics

Training Process

Convolutional Neural Networks

Complex Optimization Problems

Top Venues

IEEE Trans. Evol. Comput.

Pattern Recognit.

GECCO Companion

Publications

Mehrdad Noori, Milad Cheraghalikhani, Ali Bahri, Gustavo Adolfo Vargas Hakim, David Osowiechi, Ismail Ben Ayed, Christian Desrosiers
TFS-ViT: Token-level feature stylization for domain generalization. Pattern Recognit. 149 (2024)
David Osowiechi, Mehrdad Noori, Gustavo Adolfo Vargas Hakim, Moslem Yazdanpanah, Ali Bahri, Milad Cheraghalikhani, Sahar Dastani, Farzad Beizaee, Ismail Ben Ayed, Christian Desrosiers
WATT: Weight Average Test-Time Adaptation of CLIP. CoRR (2024)
Mehrdad Noori, Milad Cheraghalikhani, Ali Bahri, Gustavo Adolfo Vargas Hakim, David Osowiechi, Moslem Yazdanpanah, Ismail Ben Ayed, Christian Desrosiers
FDS: Feedback-guided Domain Synthesis with Multi-Source Conditional Diffusion Models for Domain Generalization. CoRR (2024)
David Osowiechi, Gustavo Adolfo Vargas Hakim, Mehrdad Noori, Milad Cheraghalikhani, Ali Bahri, Moslem Yazdanpanah, Ismail Ben Ayed, Christian Desrosiers
NC-TTT: A Noise Contrastive Approach for Test-Time Training. CoRR (2024)
Ali Bahri, Moslem Yazdanpanah, Mehrdad Noori, Milad Cheraghalikhani, Gustavo Adolfo Vargas Hakim, David Osowiechi, Farzad Beizaee, Ismail Ben Ayed, Christian Desrosiers
GeoMask3D: Geometrically Informed Mask Selection for Self-Supervised Point Cloud Learning in 3D. CoRR (2024)
Milad Cheraghalikhani, Mehrdad Noori, David Osowiechi, Gustavo Adolfo Vargas Hakim, Ismail Ben Ayed, Christian Desrosiers
Structure-aware feature stylization for domain generalization. Comput. Vis. Image Underst. 244 (2024)
Gustavo Adolfo Vargas Hakim, David Osowiechi, Mehrdad Noori, Milad Cheraghalikhani, Ali Bahri, Moslem Yazdanpanah, Ismail Ben Ayed, Christian Desrosiers
CLIPArTT: Light-weight Adaptation of CLIP to New Domains at Test Time. CoRR (2024)
Mehrdad Noori, Milad Cheraghalikhani, Ali Bahri, Gustavo Adolfo Vargas Hakim, David Osowiechi, Ismail Ben Ayed, Christian Desrosiers
TFS-ViT: Token-Level Feature Stylization for Domain Generalization. CoRR (2023)
Gustavo Adolfo Vargas Hakim, David Osowiechi, Mehrdad Noori, Milad Cheraghalikhani, Ismail Ben Ayed, Christian Desrosiers
ClusT3: Information Invariant Test-Time Training. CoRR (2023)
David Osowiechi, Gustavo Adolfo Vargas Hakim, Mehrdad Noori, Milad Cheraghalikhani, Ismail Ben Ayed, Christian Desrosiers
TTTFlow: Unsupervised Test-Time Training with Normalizing Flow. WACV (2023)
Gustavo Adolfo Vargas Hakim, David Osowiechi, Mehrdad Noori, Milad Cheraghalikhani, Ali Bahri, Ismail Ben Ayed, Christian Desrosiers
ClusT3: Information Invariant Test-Time Training. ICCV (2023)
David Osowiechi, Gustavo Adolfo Vargas Hakim, Mehrdad Noori, Milad Cheraghalikhani, Ismail Ben Ayed, Christian Desrosiers
TTTFlow: Unsupervised Test-Time Training with Normalizing Flow. CoRR (2022)
Gustavo Adolfo Vargas Hakim, Efrén Mezura-Montes, Héctor-Gabriel Acosta-Mesa
A Review on Convolutional Neural Network Encodings for Neuroevolution. IEEE Trans. Evol. Comput. 26 (1) (2022)
Gustavo Adolfo Vargas Hakim, Efrén Mezura-Montes, Héctor-Gabriel Acosta-Mesa
Hybrid encodings for neuroevolution of convolutional neural networks: a case study. GECCO Companion (2021)
Gustavo Adolfo Vargas Hakim, Efrén Mezura-Montes
Optimization of Energy Production in Oklahoma: A Variant of an Evolutionary Algorithm of Multi-Objective Optimization. Res. Comput. Sci. 149 (3) (2020)