9 citations
9 papers
X-Foresight: A Joint Vision-Action Causal Forecasting Network via Predictive World Modeling
Baolu Li, Jingyu Qian, Rui Guo +17
Physical world knowledge resides mainly in videos. Equipping Vision-Language-Action (VLA) models with such knowledge is fundamental for safe and generalizable planning. Predictive…
Specific Aspects of Intellectual Property Management in the Knowledge-Based Economy
Aurel Mihail Titu, Alina Bianca Pop, Camelia Oprean-Stan +1
This paper addresses the issue of intellectual property management in the knowledge-based economy. The starting point in carrying out the study is the presentation of some concepts…
Information Subtraction: Learning Representations for Conditional Entropy
Keng Hou Leong, Yuxuan Xiu, Wai Kin +1
The representations of conditional entropy and conditional mutual information are significant in explaining the unique effects among variables. While previous studies based on cond…
Public Access Defibrillator Deployment for Cardiac Arrests: A Learn-Then-Optimize Approach with SHAP-based Interpretable Analytics
Kexin Cao, Chih-Yuan Yang, Keng-Hou Leong +3
Out-of-hospital cardiac arrest (OHCA) survival rates remain extremely low due to challenges in the timely accessibility of medical devices. Therefore, effective deployment of autom…
Integral Hasse principle for Markoff type cubic surfaces
Hrishabh Mishra
We establish new upper bounds on the number of failures of the integral Hasse principle within the family of Markoff type cubic surfaces with as…
Beyond Inter-Item Relations: Dynamic Adaption for Enhancing LLM-Based Sequential Recommendation
CanYi Liu, Wei Li, Youchen +3
Sequential recommender systems (SRS) predict the next items that users may prefer based on user historical interaction sequences. Inspired by the rise of large language models (LLM…