Jefferson Hernandez

According to our database, Jefferson Hernandez authored at least 16 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Agentic Discovery with Active Hypothesis Exploration for Visual Recognition.

Jaywon Koo, Jefferson Hernandez, Ruozhen He, Hanjie Chen, Chen Wei, Vicente Ordonez

CoRR, April, 2026

Text-to-Stage: Spatial Layouts from Long-form Narratives.

Jefferson Hernandez, Swarnadeep Saha, Chenxi Whitehouse, Sanjeel Parekh, Calvin Murdock, Yuliang Li, W. Owen Brimijoin, Vamsi Krishna Ithapu, Ishwarya Ananthabhotla

CoRR, March, 2026

Evaluating Text-to-Image and Text-to-Video Synthesis with a Conditional Fréchet Distance.

Jaywon Koo, Jefferson Hernandez, Moayed Haji-Ali, Ziyan Yang, Vicente Ordonez

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2026

2025

Decoding the dark proteome: Deep learning-enabled discovery of druggable enzymes in Wuchereria bancrofti.

Shawnak Shivakumar, Jefferson Hernandez

CoRR, October, 2025

GViT: Representing Images as Gaussians for Visual Recognition.

Jefferson Hernandez, Ruozhen He, Guha Balakrishnan, Alexander C. Berg, Vicente Ordonez

CoRR, June, 2025

ProxyThinker: Test-Time Guidance through Small Visual Reasoners.

Zilin Xiao, Jaywon Koo, Siru Ouyang, Jefferson Hernandez, Yu Meng, Vicente Ordonez

CoRR, May, 2025

Evaluating Text-to-Image Synthesis with a Conditional Fréchet Distance.

Jaywon Koo, Jefferson Hernandez, Moayed Haji-Ali, Ziyan Yang, Vicente Ordonez

CoRR, March, 2025

Improving Large Vision and Language Models by Learning from a Panel of Peers.

Jefferson Hernandez, Jing Shi, Simon Jenni, Vicente Ordonez, Kushal Kafle

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

2024

Generative Visual Instruction Tuning.

Jefferson Hernandez, Ruben Villegas, Vicente Ordonez

CoRR, 2024

ViC-MAE: Self-supervised Representation Learning from Images and Video with Contrastive Masked Autoencoders.

Jefferson Hernandez, Ruben Villegas, Vicente Ordonez

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

Visual Representation Learning from Unlabeled Video using Contrastive Masked Autoencoders.

Jefferson Hernandez, Ruben Villegas, Vicente Ordonez

CoRR, 2023

Automatic Retail Dataset Creation with Multiple Sources of Information Synchronization.

Ricardo Palacios, Bryan V. Piguave, Jefferson Hernandez, Andres G. Abad

Proceedings of the Twelfth International Conference on Image Processing Theory, 2023

2022

A View Invariant Human Action Recognition System for Noisy Inputs.

Joo Wang Kim, Jefferson Hernandez, Richard Cobos, Ricardo Palacios, Andres G. Abad

Proceedings of the 19th Conference on Robots and Vision, 2022

2021

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

2019

A fast multi-object tracking system using an object detector ensemble.

Richard Cobos, Jefferson Hernandez, Andres G. Abad

CoRR, 2019

2018

Learning from multivariate discrete sequential data using a restricted Boltzmann machine model.

Jefferson Hernandez, Andres G. Abad

CoRR, 2018