3 papers
cs.CV2026
DermDepth: Toward Monocular Metric Scale 3D Reconstruction Models for Dermatology
Héctor Carrión, Narges Norouzi
Dermatological practice routinely involves measuring and tracking lesion size, morphology and texture, as critical components of wound or skin cancer screening, monitoring and diag…
cs.CV2026
Controllable Generation of Diverse Dermatological Imagery for Fair and Efficient Malignancy Classification
Héctor Carrión, Narges Norouzi
Accurate dermatological diagnosis naturally necessitates equitable performance across diverse populations, yet a systematic lack of expertly annotated images, especially for underr…
cs.CV2025
TARDIS STRIDE: A Spatio-Temporal Road Image Dataset and World Model for Autonomy
Héctor Carrión, Yutong Bai, Víctor A. Hernández Castro +6
World models aim to simulate environments and enable effective agent behavior. However, modeling real-world environments presents unique challenges as they dynamically change acros…