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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.CV2024
The Power of Next-Frame Prediction for Learning Physical Laws
Thomas Winterbottom, G. Thomas Hudson, Daniel Kluvanec +6
Next-frame prediction is a useful and powerful method for modelling and understanding the dynamics of video data. Inspired by the empirical success of causal language modelling and…