← Search

Deen Dayal Mohan

2 accepted papers

2024

ProxyFusion: Face Feature Aggregation Through Sparse Experts

NeurIPS 2024poster

Face feature fusion is indispensable for robust face recognition, particularly in scenarios involving long-range, low-resolution media (unconstrained environments) where not all frames or features are equally informative. Existing methods often rely on large intermediate feature maps or face metadat…

2020

Moving in the Right Direction: A Regularization for Deep Metric Learning

CVPR 2020poster

Deep metric learning leverages carefully designed sampling strategies and loss functions that aid in optimizing the generation of a discriminable embedding space. While effective sampling of pairs is critical for shaping the metric space during training, the relative interactions between pairs, and…

Cited by 45PDFScholar