28 citations · 114 across the 7 of their papers we have counts for
7 papers
PLay: Parametrically Conditioned Layout Generation using Latent Diffusion
Chin-Yi Cheng, Forrest Huang, Gang Li +1
Layout design is an important task in various design fields, including user interface, document, and graphic design. As this task requires tedious manual effort by designers, prior…
Sketch-based Creativity Support Tools using Deep Learning
Forrest Huang, Eldon Schoop, David Ha +2
Sketching is a natural and effective visual communication medium commonly used in creative processes. Recent developments in deep-learning models drastically improved machines' abi…
Visual Intelligence through Human Interaction
Ranjay Krishna, Mitchell Gordon, Li Fei-Fei +1
Over the last decade, Computer Vision, the branch of Artificial Intelligence aimed at understanding the visual world, has evolved from simply recognizing objects in images to descr…
Creating User Interface Mock-ups from High-Level Text Descriptions with Deep-Learning Models
Forrest Huang, Gang Li, Xin Zhou +2
The design process of user interfaces (UIs) often begins with articulating high-level design goals. Translating these high-level design goals into concrete design mock-ups, however…
Scones: Towards Conversational Authoring of Sketches
Forrest Huang, Eldon Schoop, David Ha +1
Iteratively refining and critiquing sketches are crucial steps to developing effective designs. We introduce Scones, a mixed-initiative, machine-learning-driven system that enables…
Sketchforme: Composing Sketched Scenes from Text Descriptions for Interactive Applications
Forrest Huang, John F. Canny
Sketching and natural languages are effective communication media for interactive applications. We introduce Sketchforme, the first neural-network-based system that can generate sk…
t-SNE-CUDA: GPU-Accelerated t-SNE and its Applications to Modern Data
David M. Chan, Roshan Rao, Forrest Huang +1
Modern datasets and models are notoriously difficult to explore and analyze due to their inherent high dimensionality and massive numbers of samples. Existing visualization methods…