Scholar
Ishan R. Dave
Google Scholar ID: fWu6sFgAAAAJ
Adobe
Citations & Impact
Citations
813
H-index
15
i10-index
16
Publications
20
Co-authors
20
list available
Publications
Browse publications on Google Scholar (top-right) ↗
Resume (English only)
Academic Achievements
- Successfully defended his Ph.D. dissertation in October 2024; Two first-author papers accepted at ECCV 2024 with an oral presentation; Selected as Outstanding Reviewer of CVPR 2024; SPAct Patent Approved as the primary inventor in August 2024; First author paper 'No More Shortcuts' accepted to AAAI 2024; First author paper 'Event-TransAct' accepted at IROS 2023; Paper 'TeD-SPAD' accepted at ICCV 2023; First author paper 'TimeBalance' accepted to CVPR 2023; Paper 'TransVisDrone' accepted at ICRA 2023; First author papers 'TCLR' and 'SPAct' accepted to CVIU 2022 and CVPR 2022 respectively; Best scientific paper award at ICPR 2020 for the Gabriella paper.
Research Experience
- PhD AI/ML Intern at Apple Inc., from May to August 2024, working on enhancing stable diffusion models for image editing using vision-language multimodal foundation models; Research Scientist/Engineer Intern at Adobe Inc., from May to November 2023, enhancing fine-grained capabilities of existing video retrieval methods; Research Scientist Intern at Adobe Inc., remotely from May to November 2022, developing a novel self-supervised video representation framework.
Education
- A fifth-year Ph.D. student at the Center for Research in Computer Vision (CRCV), University of Central Florida (UCF), advised by Prof. Mubarak Shah.
Background
- Has a broad interest in computer vision and machine learning, with primary research focusing on video understanding: self/semi-supervised learning and action recognition. Recent research also includes enhancing the fine-grained video understanding of large foundational models and improving multi-modal generative AI for image editing applications.
Miscellany
- Received the best scientific paper award at ICPR 2020.
