Cluster Analysis with Deep Embeddings and Contrastive Learning. - Ramakrishnan Sundareswaran; Jansel Herrera-Gerena; John Just; Ali Janessari (CoRR, 2021)

CLAWS: Contrastive Learning with hard Attention and Weak Supervision. - Jansel Herrera-Gerena; Ramakrishnan Sundareswaran; John Just; Matthew J. Darr; Ali Jannesari (CoRR, 2021)

Deep Learning and Pattern-based Methodology for Multivariable Sensor Data Regression. - Jiztom Kavalakkatt Francis; Chandan Kumar 004; Jansel Herrera-Gerena; Kundan Kumar; Matthew J. Darr (ICMLA, 2022)

Pattern Based Multivariate Regression using Deep Learning (PBMR-DP). - Jiztom Kavalakkatt Francis; Chandan Kumar 004; Jansel Herrera-Gerena; Kundan Kumar; Matthew J. Darr (CoRR, 2022)

Unsupervised learning based object detection using Contrastive Learning. - Chandan Kumar 004; Jansel Herrera-Gerena; John Just; Matthew J. Darr; Ali Jannesari (CoRR, 2024)

Learn and Search: An Elegant Technique for Object Lookup using Contrastive Learning. - Chandan Kumar 004; Jansel Herrera-Gerena; John Just; Matthew J. Darr; Ali Jannesari (CoRR, 2024)

Maximizing aerial detection of organic objects in non-exhaustively searchable survey area. - Amir Ehsan Niaraki Asli; Jansel Herrera-Gerena; Jeremy Roghair; Ali Jannesari (CVPR Workshops, 2025)