Malena Loza

Universidad San Francisco de Quito (USFQ)

Papers on Lattice

Total citations

Topics

Publication activitypapers/week, last 8 weeks

Research focus

Computer Vision (1)Multimodal Models (1)Eval Frameworks & Benchmarks (1)

Frequent co-authors

Luis Bote-Curiel (2)Francisco J. Lara-Abelenda (1)Luis Estrada-Petrocelli (1)

Papers (2)

Aug 4, 2026

Universidad San Francisco de Quito3w ago

Test-Time Augmentation for Tabular-to-Image Classifiers under Distribution Shifts

TTA can dramatically boost the robustness of tabular-to-image classifiers under distribution shifts, with certain strategies outperforming others by a significant margin.

Malena Loza, Luis Bote-Curiel, Francisco J. Lara-Abelenda

Computer Vision Multimodal Models

Jul 28, 2026

Universidad San Francisco de QuitoJul 28, 2026·also Universidad Latina de Panamá

Empirical Evaluation of Out-Of-Distribution Performance of Tabular Foundation Models

All evaluated Tabular Foundation Models suffer significant performance drops under distribution shifts, revealing a critical vulnerability in their robustness.

Malena Loza, Luis Bote-Curiel, Luis Estrada-Petrocelli

Eval Frameworks & Benchmarks

Search

Malena Loza

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)