5 papers · 1 filter
Text-Conditioned Background Generation for Editable Multi-Layer Documents
Taewon Kang, Joseph K J, Chris Tensmeyer +4
We present a framework for document-centric background generation with multi-page editing and thematic continuity. To ensure text regions remain readable, we employ a latent maskin…
Through the PRISM: Principle-Aware, Interpretable, and Multi-Scale Evaluation of Visual Designs
Mona Gandhi, KJ Joseph, Srinivasan Parthasarathy +1
Effective visual communication stems from the harmony of multiple design principles, such as readability, contrast, alignment, overlap, and coherence, which collectively govern cla…
Towards Design Compositing
Abhinav Mahajan, Abhikhya Tripathy, Sudeeksha Reddy Pala +3
Graphic design creation involves harmoniously assembling multimodal components such as images, text, logos, and other visual assets collected from diverse sources, into a visually-…
Design-o-meter: Towards Evaluating and Refining Graphic Designs
Sahil Goyal, Abhinav Mahajan, Swasti Mishra +4
Graphic designs are an effective medium for visual communication. They range from greeting cards to corporate flyers and beyond. Off-late, machine learning techniques are able to g…
MeLFusion: Synthesizing Music from Image and Language Cues using Diffusion Models
Sanjoy Chowdhury, Sayan Nag, K J Joseph +2
Music is a universal language that can communicate emotions and feelings. It forms an essential part of the whole spectrum of creative media, ranging from movies to social media po…