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Sarah Rastegar

2 accepted papers

2023

Learn to Categorize or Categorize to Learn? Self-Coding for Generalized Category Discovery

NeurIPS 2023poster

In the quest for unveiling novel categories at test time, we confront the inherent limitations of traditional supervised recognition models that are restricted by a predefined category set. While strides have been made in the realms of self-supervised and open-world learning towards test-time catego…

2016

MDL-CW: A Multimodal Deep Learning Framework With Cross Weights

CVPR 2016poster

Deep learning has received much attention as of the most powerful approaches for multimodal representation learning in recent years. An ideal model for multimodal data can reason about missing modalities using the available ones, and usually provides more information when multiple modalities are bei…

Cited by 62PDFScholar