Revolutionizing Motion Prediction: 3.6x Faster with Mixture of Experts (2512.21707) скачать в хорошем качестве

Revolutionizing Motion Prediction: 3.6x Faster with Mixture of Experts (2512.21707)

Paper: Spatiotemporal-Untrammelled Mixture of Experts for Multi-Person Motion Prediction (2512.21707) Published: 25 Dec 2025. Learn more on Emergent Mind: https://www.emergentmind.com/papers/2... arXiv: https://arxiv.org/abs/2512.21707 Sign up for our free trending papers email digest: https://www.emergentmind.com/subscribe Follow us on X: https://x.com/EmergentMind Join our Discord:   / discord   This video dives into the paper "Spatiotemporal-Untrammelled Mixture of Experts for Multi-Person Motion Prediction," unveiling a novel AI framework that addresses the computational hurdles and rigidity of existing motion forecasting systems. By utilizing a dynamic mixture of experts rather than fixed positional encodings, this method adapts to diverse movement patterns seamlessly. Discover how this innovative approach reduces model size by over 41% and dramatically accelerates training speed by 3.6x while effectively outperforming previous benchmarks.