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cs.CV2024
What Makes a Good Dataset for Knowledge Distillation?
Logan Frank, Jim Davis
Knowledge distillation (KD) has been a popular and effective method for model compression. One important assumption of KD is that the teacher's original dataset will also be availa…
cs.CV2024★ 1 cited
Deep Learning Improvements for Sparse Spatial Field Reconstruction
Robert Sunderhaft, Logan Frank, Jim Davis
Accurately reconstructing a global spatial field from sparse data has been a longstanding problem in several domains, such as Earth Sciences and Fluid Dynamics. Historically, scien…