CV
Education
- Ph.D. in Electrical Engineering, New York University, 2022
- M.S. in Electrical Engineering, Iowa State University, 2019
- B.E. in Electrical and Electronics Engineering, BITS Pilani Goa, 2015
- M.Sc. in Physics, BITS Pilani Goa, 2015
Work experience
- 2022 - Present: Senior Researcher
- Dolby Laboratories
- Multimodal Experiences Lab, Advanced Technology Group
- Summer 2021: Research Intern
- Topic: Knowledge augmented language models
- Summer 2020: Data Science Research Intern
- Adobe
- Topic: Image compression
- Summer 2018: Research Intern
- Mitsubishi Electric Research Laboratories
- Topic: Multi-modal active sensing
- Summer 2015 - Spring 2016: Research Assistant
- Indian Institute of Science
- Topic: Compressed sensing and application to ultrasound imaging
Publications
Research
- Active speaker detection
- Multimodal video understanding, question answering and retrieval
- Adversarial training of deep networks
- Inverse imaging with generative priors
- Inverse imaging with untrained neural network priors
- Machine learning theory
- Compressive phase retrieval
- Super-resolution Fourier ptychography
Media Coverage
https://www.bits-pilani.ac.in/unveiling-the-depths-transforming-video-with-deep-learning-expertise-with-gauri-jagatap/