Accès ouvert
2026
preprint
OpenAlex
Team Moxin, Deyi Ji, Tianrun Chen, Xin Zhang et autres
The future of World Models depends not only on scaling model capability, but also on scaling practicality and inference efficiency. High-frame-rate inference enables responsive perception, planning, and control in real-world autonomous systems. To this end, we present MoWorld, a cost-effective yet high-performance …
Accès ouvert
2026
preprint
OpenAlex
Team Moxin, Deyi Ji, Tianrun Chen, Xin Zhang et autres
The future of World Models depends not only on scaling model capability, but also on scaling practicality and inference efficiency. High-frame-rate inference enables responsive perception, planning, and control in real-world autonomous systems. To this end, we present MoWorld, a cost-effective yet high-performance …
Accès ouvert
2026
preprint
OpenAlex
An Zhao, Shengyuan Zhang, Zhongjian Sun, Yixiang Zhou et autres
Flow Matching models have demonstrated strong performance across a wide range of generative tasks. However, their reliance on ODE-based iterative sampling incurs substantial computational overhead in inference, which limits their applicability in real-time scenes. While distillation is a promising solution, existing approaches …
Accès ouvert
2026
preprint
OpenAlex
An Zhao, Shengyuan Zhang, Zhongjian Sun, Yixiang Zhou et autres
Flow Matching models have demonstrated strong performance across a wide range of generative tasks. However, their reliance on ODE-based iterative sampling incurs substantial computational overhead in inference, which limits their applicability in real-time scenes. While distillation is a promising solution, existing approaches …
cn, us
(code pays fourni par la source)
Accès ouvert
2026
preprint
OpenAlex
Arman Engin Sucu, Yixiang Zhou, Mario A. Nascimento, Tony Mullen
This study investigates the use of Large Language Models (LLMs) for political stance detection in informal online discourse, where language is often sarcastic, ambiguous, and context-dependent. We explore whether providing contextual information, specifically user profile summaries derived from historical posts, can improve …