Utilization of Data Augmentation Techniques to Enhance Learning with Sparse Datasets. - Richard C. Yarnell; Daniel Brignac; Yanjie Fu; Ronald F. DeMara (AI4I, 2022)

Improving Replay Sample Selection and Storage for Less Forgetting in Continual Learning. - Daniel Brignac; Niels Lobo; Abhijit Mahalanobis (ICCV (Workshops), 2023)

Cascading Unknown Detection With Known Classification For Open Set Recognition. - Daniel Brignac; Abhijit Mahalanobis (ICIP, 2024)

CrossModalityDiffusion: Multi-Modal Novel View Synthesis with Unified Intermediate Representation. - Alex Berian; Daniel Brignac; JhihYang Wu; Natnael Daba; Abhijit Mahalanobis (WACV (Workshops), 2025)