10 papers
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-…
Agentic Design Review System
Sayan Nag, K J Joseph, Koustava Goswami +2
Evaluating graphic designs involves assessing it from multiple facets like alignment, composition, aesthetics and color choices. Evaluating designs in a holistic way involves aggre…
Step-by-step Layered Design Generation
Faizan Farooq Khan, K J Joseph, Koustava Goswami +2
Design generation, in its essence, is a step-by-step process where designers progressively refine and enhance their work through careful modifications. Despite this fundamental cha…
RADAR: A Reasoning-Guided Attribution Framework for Explainable Visual Data Analysis
Anku Rani, Aparna Garimella, Apoorv Saxena +2
Data visualizations like charts are fundamental tools for quantitative analysis and decision-making across fields, requiring accurate interpretation and mathematical reasoning. The…
FloAt: Flow Warping of Self-Attention for Clothing Animation Generation
Swasti Shreya Mishra, Kuldeep Kulkarni, Duygu Ceylan +1
We propose a diffusion model-based approach, FloAtControlNet to generate cinemagraphs composed of animations of human clothing. We focus on human clothing like dresses, skirts and…
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…