5 papers
Interaction-Aware 4D Gaussian Splatting for Dynamic Hand-Object Interaction Reconstruction
Hao Tian, Chenyangguang Zhang, Rui Liu +2
This paper focuses on a challenging setting of simultaneously modeling geometry and appearance of hand-object interaction scenes without any object priors. We follow the trend of d…
A Multimodal Cross-View Model for Predicting Postoperative Neck Pain in Cervical Spondylosis Patients
Jingyang Shan, Qishuai Yu, Jiacen Liu +6
Neck pain is the primary symptom of cervical spondylosis, yet its underlying mechanisms remain unclear, leading to uncertain treatment outcomes. To address the challenges of multim…
SATQuest: A Verifier for Logical Reasoning Evaluation and Reinforcement Fine-Tuning of LLMs
Yanxiao Zhao, Yaqian Li, Zihao Bo +6
Large language models (LLMs) exhibit strong general reasoning, yet the community lacks controllable, scalable, and verifiable tools to analyze and improve these abilities. We prese…
EfficientHuman: Efficient Training and Reconstruction of Moving Human using Articulated 2D Gaussian
Hao Tian, Rui Liu, Wen Shen +3
3D Gaussian Splatting (3DGS) has been recognized as a pioneering technique in scene reconstruction and novel view synthesis. Recent work on reconstructing the 3D human body using 3…
CAMEL: Continuous Action Masking Enabled by Large Language Models for Reinforcement Learning
Yanxiao Zhao, Yangge Qian, Jingyang Shan +1
Reinforcement learning (RL) in continuous action spaces encounters persistent challenges, such as inefficient exploration and convergence to suboptimal solutions. To address these…