no code implementations • 28 Feb 2024 • Vishnu Sarukkai, Lu Yuan, Mia Tang, Maneesh Agrawala, Kayvon Fatahalian
Our tool lets users sketch blocking strokes to coarsely represent the placement and form of objects and detail strokes to refine their shape and silhouettes.
no code implementations • 1 Mar 2023 • Vishnu Sarukkai, Linden Li, Arden Ma, Christopher Ré, Kayvon Fatahalian
We seek to give users precise control over diffusion-based image generation by modeling complex scenes as sequences of layers, which define the desired spatial arrangement and visual attributes of objects in the scene.
no code implementations • ICCV 2021 • Fait Poms, Vishnu Sarukkai, Ravi Teja Mullapudi, Nimit S. Sohoni, William R. Mark, Deva Ramanan, Kayvon Fatahalian
For machine learning models trained with limited labeled training data, validation stands to become the main bottleneck to reducing overall annotation costs.
3 code implementations • 14 Dec 2019 • Vishnu Sarukkai, Anirudh Jain, Burak Uzkent, Stefano Ermon
In contrast, we cast the problem of cloud removal as a conditional image synthesis challenge, and we propose a trainable spatiotemporal generator network (STGAN) to remove clouds.
Ranked #6 on Cloud Removal on SEN12MS-CR-TS