Pedro Robles Dutenhefner

MS student, Universidade Federal de Minas Gerais, Universidade Federal de Minas Gerais

Joined

April 2025

Names

Pedro Robles Dutenhefner (Preferred)

Emails

****@ufmg.br (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Google Scholar

Career & Education History

MS student

Universidade Federal de Minas Gerais, Universidade Federal de Minas Gerais (ufmg.br)

2025 – Present

Advisors, Relations & Conflicts

Coworker

Marlos C. Machado

2025 – Present

Coauthor

Wagner Meira Jr.

2021 – Present

Coauthor

Gisele L. Pappa

2021 – Present

Expertise

Planning

Present

ECG

Present

World Models

2025 – Present

Publications

World Model Augmentation for Imbalanced Multi-Label ECG Classification
Luiz Facury, Jose Geraldo Fernandes, Pedro Robles Dutenhefner, Wagner Meira Jr.
- LXAI @ ICML 2026
- Readers: Everyone
Learning Navigable World Models via Latent Energy Shaping
Luiz Facury de Souza, Jose Geraldo Fernandes, Pedro Robles Dutenhefner, Wagner Meira Jr.
- ICLR 2026 Workshop World Models
- Readers: Everyone
Beyond Patient Invariance: Learning Cardiac Dynamics via Action-Conditioned JEPAs
Jose Geraldo Fernandes, Luiz Facury de Souza, Pedro Robles Dutenhefner, Wagner Meira Jr.
- ICLR 2026 Workshop World Models
- Readers: Everyone
Mapping Hate and Extremism: How Brazilian Reddit Communities Spread Toxic Discourse
Pedro Augusto Torres Bento, Yan Aquino, ARTHUR BUZELIN, Pedro Robles Dutenhefner, Arthur Chagas, Victoria Estanislau, Lucas Dayrell, Samira Malaquias, Marcelo Sartori Locatelli, Gisele L. Pappa, Wagner Meira Jr.
- OpenReview Archive Direct Upload
- Readers: Everyone
Emerging Digital Spaces: The Case of Bluesky’s Rise During 2024 Brazilian Elections
ARTHUR BUZELIN, Pedro Augusto Torres Bento, Yan Aquino, Arthur Chagas, Pedro Robles Dutenhefner, Samira Malaquias, Victoria Estanislau, Lucas Dayrell, Marcelo Sartori Locatelli, Gisele L. Pappa, Wagner Meira Jr.
- OpenReview Archive Direct Upload
- Readers: Everyone
A CNN-based Local-Global Self-Attention via Averaged Window Embeddings for Hierarchical ECG Analysis
ARTHUR BUZELIN, Yan Aquino, Pedro Augusto Torres Bento, Samira Malaquias, Victoria Estanislau, Arthur Chagas, Pedro Robles Dutenhefner, Turi Andrade Vasconcelos Rezende, Gisele L. Pappa, Wagner Meira Jr.
- TS4H NeurIPS 2025 Poster
- Readers: Everyone
Transferring Clinical Knowledge into ECGs Representation
Jose Geraldo Fernandes, Luiz Facury de Souza, Pedro Robles Dutenhefner, Gisele L. Pappa, Wagner Meira Jr.
- TS4H NeurIPS 2025 Poster
- Readers: Everyone

Pedro Robles Dutenhefner

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

World Model Augmentation for Imbalanced Multi-Label ECG Classification

Learning Navigable World Models via Latent Energy Shaping

Beyond Patient Invariance: Learning Cardiac Dynamics via Action-Conditioned JEPAs

Mapping Hate and Extremism: How Brazilian Reddit Communities Spread Toxic Discourse

Emerging Digital Spaces: The Case of Bluesky’s Rise During 2024 Brazilian Elections

A CNN-based Local-Global Self-Attention via Averaged Window Embeddings for Hierarchical ECG Analysis

Transferring Clinical Knowledge into ECGs Representation

Co-Authors