54 citations · 102 across the 11 of their papers we have counts for
Showing 2020Show all
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cs.PL2020★ 2 cited
Predictable Accelerator Design with Time-Sensitive Affine Types
Rachit Nigam, Sachille Atapattu, Samuel Thomas +6
Field-programmable gate arrays (FPGAs) provide an opportunity to co-design applications with hardware accelerators, yet they remain difficult to program. High-level synthesis (HLS)…
cs.CV2020★ 11 cited
Optimizing JPEG Quantization for Classification Networks
Zhijing Li, Christopher De Sa, Adrian Sampson
Deep learning for computer vision depends on lossy image compression: it reduces the storage required for training and test data and lowers transfer costs in deployment. Mainstream…