Gustavo Adolfo Vargas Hakim

Joined

July 2022

Names

Gustavo Adolfo Vargas Hakim (Preferred)

Emails

****@ens.etsmtl.ca (Confirmed)

Personal Links

Google Scholar

Career & Education History

PhD student

Systems Engineering, École de technologie supérieure, Université du Québec (etsmtl.ca)

2021 – 2025

Advisors, Relations & Conflicts

PhD Advisor

Christian Desrosiers

2021 – 2025

PhD Advisor

Ismail Ben Ayed

2021 – 2025

Expertise

Deep Learning

Computer Vision

Domain Adaptation

2020 – 2025

Evolutionary Computation

Neuroevolution

Neural Architecture Search

2019 – 2021

Publications

Test-Time Adaptation of Vision-Language Models for Open-Vocabulary Semantic Segmentation
Mehrdad Noori, David OSOWIECHI, Gustavo Adolfo Vargas Hakim, Ali Bahri, Moslem Yazdanpanah, Sahar Dastani, Farzad Beizaee, Ismail Ben Ayed, Christian Desrosiers
- NeurIPS 2025 poster
- Readers: Everyone
CLIPTTA: Robust Contrastive Vision-Language Test-Time Adaptation
Marc Lafon, Gustavo Adolfo Vargas Hakim, Clément Rambour, Christian Desrosiers, Nicolas THOME
- NeurIPS 2025 poster
- Readers: Everyone
TRUST: Test-Time Refinement using Uncertainty-Guided SSM Traverses
Sahar Dastani, Ali Bahri, Gustavo Adolfo Vargas Hakim, Moslem Yazdanpanah, Mehrdad Noori, David OSOWIECHI, Samuel Barbeau, Ismail Ben Ayed, Herve Lombaert, Christian Desrosiers
- NeurIPS 2025 poster
- Readers: Everyone
SMART-PC: Skeletal Model Adaptation for Robust Test-Time Training in Point Clouds
Ali Bahri, Moslem Yazdanpanah, Sahar Dastani, Mehrdad Noori, Gustavo Adolfo Vargas Hakim, David OSOWIECHI, Farzad Beizaee, Ismail Ben Ayed, Christian Desrosiers
- ICML 2025 poster
- Readers: Everyone
Spectral Spatial Traversing in Point Clouds: Enhancing Data Analysis with Mamba Networks
Ali Bahri, Moslem Yazdanpanah, Mehrdad Noori, Sahar Dastani, Milad Cheraghalikhani, David OSOWIECHI, Gustavo Adolfo Vargas Hakim, Farzad Beizaee, Ismail Ben Ayed, Christian Desrosiers
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
GeoMask3D: Geometrically Informed Mask Selection for Self-Supervised Point Cloud Learning in 3D
Ali Bahri, Moslem Yazdanpanah, Mehrdad Noori, Milad Cheraghalikhani, Gustavo Adolfo Vargas Hakim, David OSOWIECHI, Farzad Beizaee, Ismail Ben Ayed, Christian Desrosiers
- Accepted by TMLR
- Readers: Everyone
WATT: Weight Average Test Time Adaptation of CLIP
David OSOWIECHI, Mehrdad Noori, Gustavo Adolfo Vargas Hakim, Moslem Yazdanpanah, Ali Bahri, Milad Cheraghalikhani, Sahar Dastani, Farzad Beizaee, Ismail Ben Ayed, Christian Desrosiers
- NeurIPS 2024 poster
- Readers: Everyone

Gustavo Adolfo Vargas Hakim

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Test-Time Adaptation of Vision-Language Models for Open-Vocabulary Semantic Segmentation

CLIPTTA: Robust Contrastive Vision-Language Test-Time Adaptation

TRUST: Test-Time Refinement using Uncertainty-Guided SSM Traverses

SMART-PC: Skeletal Model Adaptation for Robust Test-Time Training in Point Clouds

Spectral Spatial Traversing in Point Clouds: Enhancing Data Analysis with Mamba Networks

GeoMask3D: Geometrically Informed Mask Selection for Self-Supervised Point Cloud Learning in 3D

WATT: Weight Average Test Time Adaptation of CLIP

Co-Authors