3 papers
cs.CV2026
GDB-Reward: From Evaluation Metrics to Training Rewards for Graphic Design
Adrienne Deganutti, Purvanshi Mehta, Simon Hadfield +1
Text-to-image models excel at natural image synthesis but struggle with graphic design, where success depends on satisfying precise constraints on typography, layout, color, and vi…
cs.CV2025
DANTE-AD: Dual-Vision Attention Network for Long-Term Audio Description
Adrienne Deganutti, Simon Hadfield, Andrew Gilbert
Audio Description is a narrated commentary designed to aid vision-impaired audiences in perceiving key visual elements in a video. While short-form video understanding has advanced…
cs.CV2023
ZeST-NeRF: Using temporal aggregation for Zero-Shot Temporal NeRFs
Violeta Menéndez González, Andrew Gilbert, Graeme Phillipson +2
In the field of media production, video editing techniques play a pivotal role. Recent approaches have had great success at performing novel view image synthesis of static scenes.…