Search Results for author: Anjul Tyagi

Found 5 papers, 1 papers with code

Visualization and Optimization Techniques for High Dimensional Parameter Spaces

no code implementations28 Apr 2022 Anjul Tyagi

As part of the initial step towards creating an auto-tuning engine for storage systems optimization, we created an Interactive Configuration Explorer \textit{ICE}, which directly addresses the need of analysts to learn how the dependent numerical variable is affected by the parameter settings given multiple optimization objectives.

Infographics Wizard: Flexible Infographics Authoring and Design Exploration

1 code implementation21 Apr 2022 Anjul Tyagi, Jian Zhao, Pushkar Patel, Swasti Khurana, Klaus Mueller

With the help of designers, we propose a semi-automated infographic framework for general structured and flow-based infographic design generation.

User-Centric Semi-Automated Infographics Authoring and Recommendation

no code implementations26 Aug 2021 Anjul Tyagi, Jian Zhao, Pushkar Patel, Swasti Khurana, Klaus Mueller

Based on the framework, we also propose an interactive tool, \name{}, for assisting novice designers with creating high-quality infographics from an input in a markdown format by offering recommendations of different design components of infographics.

Visual Steering for One-Shot Deep Neural Network Synthesis

no code implementations28 Sep 2020 Anjul Tyagi, Cong Xie, Klaus Mueller

To deal with the problem, we formulate the task of neural network architecture optimization as a graph space exploration, based on the one-shot architecture search technique.

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