3 citations · 3 across the 13 of their papers we have counts for
5 papers · 1 filter
GEN3D: Generating Domain-Free 3D Scenes from a Single Image
Yuxin Zhang, Ziyu Lu, Hongbo Duan +5
Despite recent advancements in neural 3D reconstruction, the dependence on dense multi-view captures restricts their broader applicability. Additionally, 3D scene generation is vit…
Benchmarking Probabilistic Time Series Forecasting Models on Neural Activity
Ziyu Lu, Anna J. Li, Alexander E. Ladd +5
Neural activity forecasting is central to understanding neural systems and enabling closed-loop control. While deep learning has recently advanced the state-of-the-art in the time…
MathSmith: Towards Extremely Hard Mathematical Reasoning by Forging Synthetic Problems with a Reinforced Policy
Shaoxiong Zhan, Yanlin Lai, Ziyu Lu +3
Large language models have achieved substantial progress in mathematical reasoning, yet their advancement is limited by the scarcity of high-quality, high-difficulty training data.…
ProDS: Preference-oriented Data Selection for Instruction Tuning
Wenya Guo, Zhengkun Zhang, Xumeng Liu +5
Instruction data selection aims to identify a high-quality subset from the training set that matches or exceeds the performance of the full dataset on target tasks. Existing method…
AnyTSR: Any-Scale Thermal Super-Resolution for UAV
Mengyuan Li, Changhong Fu, Ziyu Lu +3
Thermal imaging can greatly enhance the application of intelligent unmanned aerial vehicles (UAV) in challenging environments. However, the inherent low resolution of thermal senso…