Jump to content

Kavita Bala

From Wikipedia, the free encyclopedia
Kavita Bala
Born1971 (age 53–54)
Bombay, India
Alma mater
Scientific career
FieldsComputer science
InstitutionsCornell University
ThesisRadiance interpolants for interactive scene editing and ray tracing (1999)
Doctoral advisors

Kavita Bala (born 1971) is an American computer scientist. She is a Professor in the Department of Computer Science at Cornell University. After serving as department chair from 2018–2020,[1] she was appointed Dean of the Faculty for Computing and Information Science,[1] now known as the Cornell Ann S. Bowers College of Computing and Information Science.[2] As of January 1, 2025, Bala serves as Cornell's 17th provost.[3]

Bala's primary research focus is on computer vision and graphics. Her work was recognized in 2020 by the special interest group on computer graphics, ACM SIGGRAPH, for "fundamental contributions to physically-based and scalable rendering, material modeling, perception for graphics, and visual recognition." Her early research focused on realistic, physically-based rendering and includes seminal work on scalable rendering, notably the development of Lightcuts and other approximate illumination algorithms, as well as contributions to volumetric and procedural modeling of textiles. Currently, Bala is studying recognition of materials, styles, and other object attributes in images.[4] Her work on 3D Mandalas was featured at the Rubin Museum of Art, New York.[5]

Education

[edit]

Bala received a Bachelor of Technology (B.Tech.) from the Indian Institute of Technology at Bombay in 1992, and a Masters of Science (S.M.) and a Doctor of Philosophy (Ph.D.) in computer science from the Massachusetts Institute of Technology in 1999.[6]

Career

[edit]

At Cornell University, Bala became a postdoctoral researcher in the program of computer graphics led by Donald P. Greenberg in 1999, and joined the Cornell Computer Science faculty in 2002.[6]

Bala co-founded GrokStyle with Sean Bell, a research scientist at Facebook.[7][8] GrokStyle, a visual recognition AI company, began as a vision search and shopping tool integrated with IKEA's Augmented Reality application, and was subsequently acquired by Facebook in 2019. The technology was later used to develop Facebook's own GrokNet, which allows users to buy and sell items across all of Facebook platforms.[9]

Bala has been on the Board of Directors for the American nonprofit for minority students in computer science, ColorStack,[10] the Board of Trustees of Toyota Technological Institute at Chicago,[11] the Advisory Board for ACM Transactions on Graphics, and the Papers Advisory Group for ACM SIGGRAPH.[4] Bala also worked in research community including roles as the Technical Papers Chair of SIGGRAPH Asia 2011, and Editor-in-Chief of ACM Transactions on Graphics from 2015 to 2018.[4]

Research

[edit]

Bala's early research focused on realistic, physically-based rendering and scalable rendering, including the development of Lightcuts and other approximate illumination algorithms. The Lightcuts algorithm became the core production engine in Autodesk's cloud renderer. She co-authored the book Advanced Global Illumination.[12] She has also contributed to volumetric and procedural modeling of textiles, and her work has also been used in the perception in graphics.[4]

A second thread in Bala's work involves recognition of materials, styles, and other object attributes in images. Her work on intrinsic images and material recognition using crowd-sourced training data has been influential, her work on style transfer has also received recognition, as she also did work on style recognition.[13] This technology was used to power GrokStyle.[7] Bala has also done recent work on worldwide analysis of fashion by analyzing image collections to uncover how cultural clothing trends vary around the world.[14]

Recognition

[edit]

Bala was elected as an ACM Fellow in 2019 "for contributions to rendering and scene understanding".[15] She was inducted into the SIGGRAPH Academy in 2020.[4] She is the recipient of the SIGGRAPH Computer Graphics Achievement Award (2020),[4] and the IIT Bombay Distinguished Alumnus Award in 2021.[16]

References

[edit]
  1. ^ a b "Kavita Bala Named New Dean of Computing and Information Science | Department of Computer Science". Cornell University. Retrieved 2021-11-03.
  2. ^ Lefkowitz, Melanie (December 17, 2020). "Gift from Ann S. Bowers '59 creates new college of computing and information science". Cornell Chronicle. Retrieved 2021-11-03.
  3. ^ Hayes, Caitlin (September 25, 2024). "Kavita Bala, dean of Cornell Bowers CIS, named provost". Cornell Chronicle. Retrieved February 24, 2025.
  4. ^ a b c d e f "2020 Computer Graphics Achievement Award: Kavita Bala". SIGGRAPH. Retrieved 2021-11-03.
  5. ^ "The Kalachakra Mandala". Cornell University. Retrieved 2021-11-03.
  6. ^ a b "Kavita Bala". Cornell University. Retrieved 2021-11-03.
  7. ^ a b "From academia to acquisition – the journey of computer vision startup GrokStyle". TechHQ. 2020-07-02. Retrieved 2021-11-03.
  8. ^ "Facebook picks up retail computer vision outfit GrokStyle". TechCrunch. 8 February 2019. Retrieved 2019-10-06.
  9. ^ Paris, Martine. "Meet Facebook's Newest Shopping AI". Forbes. Retrieved 2021-11-03.
  10. ^ "ColorStack | About". ColorStack. Retrieved 2021-11-03.
  11. ^ "TTIC Board of Trustees". Toyota Technological Institute at Chicago. Retrieved 2021-11-03.
  12. ^ Dutre, Philip; Bala, Kavita; Bekaert, Philippe; Shirley, Peter (2006). Advanced Global Illumination. AK Peters Ltd. ISBN 978-1-56881-307-3. LCCN 2006044831.
  13. ^ "One Day Photoshop Might Let You Instantly Copy Another Photo's Style". Gizmodo. 31 March 2017. Retrieved 2021-11-03.
  14. ^ "With AI and Instagram, Researchers Study Cultural Patterns Worldwide". Digital Trends. 2017-06-16. Retrieved 2021-11-03.
  15. ^ "2019 ACM Fellows Honored for Accomplishments that Define Digital Age". www.acm.org. Retrieved 2021-11-03.
  16. ^ "IIT Bombay Celebrates 62nd Foundation Day | IIT Bombay". IIT Bombay. Retrieved 2021-11-03.
Retrieved from "https://en.wikipedia.org/w/index.php?title=Kavita_Bala&oldid=1277578441"