Jansel Herrera-Gerena

According to our database, Jansel Herrera-Gerena authored at least 7 papers between 2021 and 2025.

Collaborative distances:

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

2025

Maximizing aerial detection of organic objects in non-exhaustively searchable survey area.

Amir Ehsan Niaraki Asli, Jansel Herrera-Gerena, Jeremy Roghair, Ali Jannesari

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

2024

Learn and Search: An Elegant Technique for Object Lookup using Contrastive Learning.

Chandan Kumar, Jansel Herrera-Gerena, John Just, Matthew J. Darr, Ali Jannesari

CoRR, 2024

Unsupervised learning based object detection using Contrastive Learning.

Chandan Kumar, Jansel Herrera-Gerena, John Just, Matthew J. Darr, Ali Jannesari

CoRR, 2024

2022

Pattern Based Multivariate Regression using Deep Learning (PBMR-DP).

Jiztom Kavalakkatt Francis, Chandan Kumar, Jansel Herrera-Gerena, Kundan Kumar, Matthew J. Darr

CoRR, 2022

Deep Learning and Pattern-based Methodology for Multivariable Sensor Data Regression.

Jiztom Kavalakkatt Francis, Chandan Kumar, Jansel Herrera-Gerena, Kundan Kumar, Matthew J. Darr

Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

2021

CLAWS: Contrastive Learning with hard Attention and Weak Supervision.

Jansel Herrera-Gerena, Ramakrishnan Sundareswaran, John Just, Matthew J. Darr, Ali Jannesari

CoRR, 2021

Cluster Analysis with Deep Embeddings and Contrastive Learning.

Ramakrishnan Sundareswaran, Jansel Herrera-Gerena, John Just, Ali Janessari

CoRR, 2021