3 citations · 3 across the 4 of their papers we have counts for
5 papers
3D Occupancy-Language Fields from mmWave Radar
Haowen Lai, Zhiwei Zheng, Mingmin Zhao
Radar systems can recover scene geometry and recognize predefined categories, but these outputs do not provide a persistent spatial representation for open-ended language queries.…
Scalable RF Simulation in Generative 4D Worlds
Zhiwei Zheng, Dongyin Hu, Mingmin Zhao
Radio Frequency (RF) sensing has emerged as a powerful, privacy-preserving alternative to vision-based methods for various perception tasks. However, building high-quality RF datas…
Acoustic Volume Rendering for Neural Impulse Response Fields
Zitong Lan, Chenhao Zheng, Zhiwei Zheng +1
Realistic audio synthesis that captures accurate acoustic phenomena is essential for creating immersive experiences in virtual and augmented reality. Synthesizing the sound receive…
On the Performance Analysis of Momentum Method: A Frequency Domain Perspective
Xianliang Li, Jun Luo, Zhiwei Zheng +5
Momentum-based optimizers are widely adopted for training neural networks. However, the optimal selection of momentum coefficients remains elusive. This uncertainty impedes a clear…
A comparative study of zero-shot inference with large language models and supervised modeling in breast cancer pathology classification
Madhumita Sushil, Travis Zack, Divneet Mandair +5
Although supervised machine learning is popular for information extraction from clinical notes, creating large annotated datasets requires extensive domain expertise and is time-co…