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Qing Zhu

6 accepted papers

2025

Bridging the Gap Between Cross-Domain Theory and Practical Application: A Case Study on Molecular Dissolution

NeurIPS 2025poster

Artificial intelligence (AI) has played a transformative role in chemical research, greatly facilitating the prediction of small molecule properties, simulation of catalytic processes, and material design. These advances are driven by increases in computing power, open source machine learning framew…

Cited by 0SourceScholar
2025

Multi-range Adaptive Perception Transformer for Iterative Homography Estimation

ICASSP 2025accepted

Homography estimation is fundamental to various vision tasks. Iteration-based methods have recently achieved significant success in this field. However, errors introduced during iterations can lead to increased image deformation. Existing methods often focus on capturing local correspondences in the…

Cited by 0SourceScholar
2023

Color Guided Depth Map Super-Resolution with Nonlocla Autoregres-Sive Modeling

ICASSP 2023accepted

Depth map captured by 3D cameras usually suffers from low resolution and insufficient quality, which limits its applications in real world. Thus, it is an essential task to develop efficient and effective techniques to handle various depth degradations. In this paper, we propose a color guided depth…

Cited by 0SourceScholar
2023

G2CNN: Geometric Prior Based GCNN for Single-View 3D Reconstruction with Loop Subdivision

ICASSP 2023accepted

Single-view 3D reconstruction is a fundamental operation in computer vision. Although significant progress has been made by learning-based approaches, it remains a challenge that the reconstructed mesh is usually coarse since the geometric prior is ignored. In this paper, we propose a geometric prio…

Cited by 0SourceScholar