Search Results for author: Benjamin Biggs

Found 6 papers, 1 papers with code

ATHEENA: A Toolflow for Hardware Early-Exit Network Automation

no code implementations17 Apr 2023 Benjamin Biggs, Christos-Savvas Bouganis, George A. Constantinides

Additionally, the toolflow can achieve a throughput matching the same baseline with as low as $46\%$ of the resources the baseline requires.

Quantization

Shape of You: Precise 3D shape estimations for diverse body types

no code implementations14 Apr 2023 Rohan Sarkar, Achal Dave, Gerard Medioni, Benjamin Biggs

This paper presents Shape of You (SoY), an approach to improve the accuracy of 3D body shape estimation for vision-based clothing recommendation systems.

3D Human Reconstruction 3D Human Shape Estimation +1

Non-Submodular Maximization via the Greedy Algorithm and the Effects of Limited Information in Multi-Agent Execution

no code implementations18 Oct 2022 Benjamin Biggs, James McMahon, Philip Baldoni, Daniel J. Stilwell

We provide theoretical bounds on the worst case performance of the greedy algorithm in seeking to maximize a normalized, monotone, but not necessarily submodular objective function under a simple partition matroid constraint.

Who Left the Dogs Out? 3D Animal Reconstruction with Expectation Maximization in the Loop

2 code implementations ECCV 2020 Benjamin Biggs, Oliver Boyne, James Charles, Andrew Fitzgibbon, Roberto Cipolla

We introduce an automatic, end-to-end method for recovering the 3D pose and shape of dogs from monocular internet images.

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