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cs.LG2026
ReMaD: Tuning-free Domain Adaptation for Classification and Out-of-Distribution Detection
Elijah Bolluyt, Cristina Comaniciu
We introduce Reduced-rank Mahalanobis Distance (ReMaD), a novel prototypical distance-based refinement to classification and out-of-distribution (OOD) detection using pretrained mo…
cs.LG2019
Collapse Resistant Deep Convolutional GAN for Multi-Object Image Generation
Elijah D. Bolluyt, Cristina Comaniciu
This work introduces a novel system for the generation of images that contain multiple classes of objects. Recent work in Generative Adversarial Networks have produced high quality…