21 citations · 168 across the 36 of their papers we have counts for
10 papers · 1 filter
Neural Parametric Surfaces for Shape Modeling
Lei Yang, Yongqing Liang, Xin Li +6
The recent surge of utilizing deep neural networks for geometric processing and shape modeling has opened up exciting avenues. However, there is a conspicuous lack of research effo…
Surface Extraction from Neural Unsigned Distance Fields
Congyi Zhang, Guying Lin, Lei Yang +5
We propose a method, named DualMesh-UDF, to extract a surface from unsigned distance functions (UDFs), encoded by neural networks, or neural UDFs. Neural UDFs are becoming increasi…
From orthogonal link to phase vortex in generalized dynamical Hopf insulators
Yuxuan Ma, Xin Li, Yu Wang +3
In the creation of Hopf topological matters, the old paradigm is to conceive the Hopf invariant first, and then display its intuitive topology through links. Here we brush aside th…
Random Shortening of Linear Codes and Applications
Xue Chen, Kuan Cheng, Xin Li +1
Random linear codes (RLCs) are well known to have nice combinatorial properties and near-optimal parameters in many different settings. However, getting explicit constructions matc…
MixNet: Toward Accurate Detection of Challenging Scene Text in the Wild
Yu-Xiang Zeng, Jun-Wei Hsieh, Xin Li +1
Detecting small scene text instances in the wild is particularly challenging, where the influence of irregular positions and nonideal lighting often leads to detection errors. We p…
On k-Mer-Based and Maximum Likelihood Estimation Algorithms for Trace Reconstruction
Kuan Cheng, Elena Grigorescu, Xin Li +2
The goal of the trace reconstruction problem is to recover a string given many independent {\em traces} of , where a trace is a subsequence obtained from deletin…
TCEIP: Text Condition Embedded Regression Network for Dental Implant Position Prediction
Xinquan Yang, Jinheng Xie, Xuguang Li +4
When deep neural network has been proposed to assist the dentist in designing the location of dental implant, most of them are targeting simple cases where only one missing tooth i…
Two-Stream Regression Network for Dental Implant Position Prediction
Xinquan Yang, Xuguang Li, Xuechen Li +4
In implant prosthesis treatment, the design of the surgical guide heavily relies on the manual location of the implant position, which is subjective and prone to doctor's experienc…
MorphGANFormer: Transformer-based Face Morphing and De-Morphing
Na Zhang, Xudong Liu, Xin Li +1
Semantic face image manipulation has received increasing attention in recent years. StyleGAN-based approaches to face morphing are among the leading techniques; however, they often…
Analysis of Biomass Sustainability Indicators from a Machine Learning Perspective
Syeda Nyma Ferdous, Xin Li, Kamalakanta Sahoo +1
Plant biomass estimation is critical due to the variability of different environmental factors and crop management practices associated with it. The assessment is largely impacted…