R
Ranjitha Kumar
Researcher at University of Illinois at Urbana–Champaign
Publications - 40
Citations - 1608
Ranjitha Kumar is an academic researcher from University of Illinois at Urbana–Champaign. The author has contributed to research in topics: Web design & Computer science. The author has an hindex of 13, co-authored 36 publications receiving 1155 citations. Previous affiliations of Ranjitha Kumar include Boston University & Stanford University.
Papers
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Proceedings ArticleDOI
Rico: A Mobile App Dataset for Building Data-Driven Design Applications
Biplab Deka,Zifeng Huang,Chad Franzen,Joshua Hibschman,Daniel Afergan,Yang Li,Jeffrey Nichols,Ranjitha Kumar +7 more
TL;DR: Rico is presented, the largest repository of mobile app designs to date, created to support five classes of data-driven applications: design search, UI layout generation, UI code generation, user interaction modeling, and user perception prediction.
Book ChapterDOI
Learning Type-Aware Embeddings for Fashion Compatibility
Mariya I. Vasileva,Bryan A. Plummer,Krishna Dusad,Shreya Rajpal,Ranjitha Kumar,David Forsyth +5 more
TL;DR: This paper presents an approach to learning an image embedding that respects item type, and jointly learns notions of item similarity and compatibility in an end-to-end model.
Proceedings ArticleDOI
Designing with interactive example galleries
TL;DR: Whether people can realize significant value from explicit mechanisms for designing by example modification is explored, finding that independent raters prefer designs created with the aid of examples, that examples may benefit novices more than experienced designers, and that users prefer adaptively selected examples to random ones.
Proceedings ArticleDOI
Bricolage: example-based retargeting for web design
TL;DR: It is shown that Bricolage can learn to accurately reproduce human page mappings, and that it provides a general, efficient, and automatic technique for retargeting content between a variety of real Web pages.
Proceedings ArticleDOI
Webzeitgeist: design mining the web
Ranjitha Kumar,Arvind Satyanarayan,César I. Torres,Maxine Lim,Salman Ahmad,Scott R. Klemmer,Jerry O. Talton +6 more
TL;DR: The principles driving design mining, the implementation of the Webzeitgeist architecture, and the new class of data-driven design applications it enables are described.