Understanding design collaboration between designers and artificial intelligence: A systematic literature review

Y Shi, T Gao, X Jiao, N Cao - Proceedings of the ACM on Human …, 2023 - dl.acm.org
Recent interest in design through the artificial intelligence (AI) lens is rapidly increasing.
Designers, as a special user group interacting with AI, have received more attention in the …

Enabling hyper-personalisation: Automated ad creative generation and ranking for fashion e-commerce

S Vempati, KT Malayil, V Sruthi, R Sandeep - Fashion Recommender …, 2020 - Springer
Homepage is the first touch point in the customer's journey and is one of the prominent
channels of revenue for many e-commerce companies. A user's attention is mostly captured …

Harmonized banner creation from multimodal design assets

P Vaddamanu, V Aggarwal, BPR Guda… - CHI Conference on …, 2022 - dl.acm.org
Designing aesthetically pleasing single-page graphic designs (” banners”) that appeal to the
target recipients is non-trivial and requires considerable human effort. Designers often start …

Banner layout retargeting with hierarchical reinforcement learning and variational autoencoder

H Hu, C Zhang, Y Liang - Multimedia Tools and Applications, 2022 - Springer
In many advertising areas, banners are often generated with different display sizes, so
designers have to make huge efforts to retarget their designs to each size. Automating such …

NeurTEx: A neural framework for template extraction from flat images

V Aggarwal, P Vaddamanu, BPR Guda… - CHI Conference on …, 2022 - dl.acm.org
With the increasing demands of digital creation, a creative user often starts by looking for
inspirational resources online. Once they find such inspirations, they recreate certain design …

Dynamic User Interface Composition

R Kumar, S Natarajan, MAU Shariff, PV Mani - SN Computer Science, 2023 - Springer
With continuous innovation and a persistent attempt to achieve natural human–machine
interactions, user interfaces have evolved into the current phase of Voice User Interfaces …

Semantically-guided template generation from image content

V Aggarwal, V Vinay, R Saha, P Mahapatra… - US Patent …, 2023 - Google Patents
2021-10-07 Assigned to ADOBE INC. reassignment ADOBE INC. ASSIGNMENT OF
ASSIGNORS INTEREST (SEE DOCUMENT FOR DETAILS). Assignors: VINAY, VISHWA …

WordBlender: principles and tools for generating word blends

SH Ross, EJ Ozmen, MV Kogan… - Proceedings of the 25th …, 2020 - dl.acm.org
Combining text and images is a powerful strategy in graphic design because images convey
meaning faster, but text conveys more precise meaning. Word blends are a technique to …

[BOEK][B] Amplifying domain expertise in medical data pipelines

P Rahman - 2020 - search.proquest.com
Digitization of medical documents has led to increased availability of data for analysis. This
has induced domains to incorporate data-driven decision-making. However, going from data …

Semantically-guided template generation from image content

V Aggarwal, V Vinay, R Saha, P Mahapatra… - US Patent …, 2024 - Google Patents
Techniques for template generation from image content include extracting information
associated with an input image. The information comprises: 1) layout information indicating …