Learning from multivariate discrete sequential data using a restricted Boltzmann machine model. - Jefferson Hernandez; Andres G. Abad (CoRR, 2018)

A fast multi-object tracking system using an object detector ensemble. - Richard Cobos; Jefferson Hernandez; Andres G. Abad (CoRR, 2019)

Hierarchical Human Action Recognition to Measure the Performance of Manual Labor. - Jefferson Hernandez; Gabriela Valarezo; Richard Cobos; Joo Wang Kim; Ricardo Palacios; Andres G. Abad (IEEE Access, 2021)

A View Invariant Human Action Recognition System for Noisy Inputs. - Joo Wang Kim; Jefferson Hernandez; Richard Cobos; Ricardo Palacios; Andres G. Abad (CRV, 2022)

Automatic Retail Dataset Creation with Multiple Sources of Information Synchronization. - Ricardo Palacios; Bryan V. Piguave; Jefferson Hernandez; Andres G. Abad (IPTA, 2023)

Visual Representation Learning from Unlabeled Video using Contrastive Masked Autoencoders. - Jefferson Hernandez; Ruben Villegas; Vicente Ordonez (CoRR, 2023)

ViC-MAE: Self-supervised Representation Learning from Images and Video with Contrastive Masked Autoencoders. - Jefferson Hernandez; Ruben Villegas; Vicente Ordonez (ECCV (4), 2024)

Generative Visual Instruction Tuning. - Jefferson Hernandez; Ruben Villegas; Vicente Ordonez (CoRR, 2024)

Evaluating Text-to-Image Synthesis with a Conditional Fréchet Distance. - Jaywon Koo; Jefferson Hernandez; Moayed Haji-Ali; Ziyan Yang; Vicente Ordonez (CoRR, 2025)

ProxyThinker: Test-Time Guidance through Small Visual Reasoners. - Zilin Xiao; Jaywon Koo; Siru Ouyang; Jefferson Hernandez; Yu Meng; Vicente Ordonez (CoRR, 2025)

GViT: Representing Images as Gaussians for Visual Recognition. - Jefferson Hernandez; Ruozhen He; Guha Balakrishnan; Alexander C. Berg; Vicente Ordonez (CoRR, 2025)