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Utkarsh Ojha Utkarsh Ojha CS PhD student • University of Wisconsin-Madison Email • Google scholar • Github • CV I am a fifth year PhD student at UW Madison, working with Dr. Yong Jae Lee . My past work has explored generative models for computer vision tasks. In general, my philosophy is to view this class of algorithms as a tool to help us go outside the training distribution, and generate something we don't already have. Following is a list of the projects I've worked on so far: What Knowledge Gets Distilled in Knowledge Distillation? • NeurIPS 2023 When a student tries to mimic a teacher whle classifying an image, we see an improvement in its performance. But what happens in the background? Does the student really inherit teacher-specific properties which it would otherwise not have obtained? What are the ways in which we can study those properties? In these paper, we attempt to shed some light on this dark knowledge that the student inherits during the distil...
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