Detection of Diabetic Retinopathy Based on a Convolutional Neural Network Using Retinal Fundus Images. - Gabriel García; Jhair Gallardo; Antoni Mauricio; Jorge López; Christian Del Carpio (ICANN (2), 2017)

Self-Supervised Training Enhances Online Continual Learning. - Jhair Gallardo; Tyler L. Hayes; Christopher Kanan (CoRR, 2021)

Model-Free Generative Replay for Lifelong Reinforcement Learning: Application to Starcraft-2. - Zachary Alan Daniels; Aswin Raghavan; Jesse Hostetler; Abrar Rahman; Indranil Sur; Michael R. Piacentino; Ajay Divakaran; Roberto Corizzo; Kamil Faber; Nathalie Japkowicz; Michael Baron; James Seale Smith; et al. (CoLLAs, 2022)

How Efficient Are Today's Continual Learning Algorithms? - Md Yousuf Harun; Jhair Gallardo; Tyler L. Hayes; Christopher Kanan (CVPR Workshops, 2023)

GRASP: A Rehearsal Policy for Efficient Online Continual Learning. - Md Yousuf Harun; Jhair Gallardo; Christopher Kanan (CoRR, 2023)

SIESTA: Efficient Online Continual Learning with Sleep. - Md Yousuf Harun; Jhair Gallardo; Tyler L. Hayes; Ronald Kemker; Christopher Kanan (Trans. Mach. Learn. Res., 2023)

GRASP: A Rehearsal Policy for Efficient Online Continual Learning. - Md Yousuf Harun; Jhair Gallardo; Junyu Chen 005; Christopher Kanan (CoLLAs, 2024)

Human Emotion Estimation through Physiological Data with Neural Networks. - Jhair Gallardo; Celal Savur; Ferat Sahin; Christopher Kanan (SOSE, 2024)

What Variables Affect Out-Of-Distribution Generalization in Pretrained Models? - Md Yousuf Harun; Kyungbok Lee; Jhair Gallardo; Giri Krishnan; Christopher Kanan (CoRR, 2024)

Controlling Neural Collapse Enhances Out-of-Distribution Detection and Transfer Learning. - Md Yousuf Harun; Jhair Gallardo; Christopher Kanan (CoRR, 2025)