2 papers
cs.CV2025
Video Prediction of Dynamic Physical Simulations With Pixel-Space Spatiotemporal Transformers
Dean L Slack, G Thomas Hudson, Thomas Winterbottom +1
Inspired by the performance and scalability of autoregressive large language models (LLMs), transformer-based models have seen recent success in the visual domain. This study inves…
cs.CL2025
Early Detection and Reduction of Memorisation for Domain Adaptation and Instruction Tuning
Dean L. Slack, Noura Al Moubayed
Although large language models excel across many tasks, they can memorise training data and thereby expose private or copyrighted text. Most defences target the pre-training stage,…