Search Results for author: Ting Lu

Found 3 papers, 2 papers with code

An Efficient End-to-End 3D Voxel Reconstruction based on Neural Architecture Search

1 code implementation27 Feb 2022 Yongdong Huang, Yuanzhan Li, Xulong Cao, Siyu Zhang, Shen Cai, Ting Lu, Jie Wang, Yuqi Liu

However, many previous works employ neural networks with fixed architecture and size to represent different 3D objects, which lead to excessive network parameters for simple objects and limited reconstruction accuracy for complex objects.

Binary Classification Neural Architecture Search +1

Nonequilibrium Physics in Biology

no code implementations9 Dec 2020 Xiaona Fang, Karsten Kruse, Ting Lu, Jin Wang

Life is characterized by a myriad of complex dynamic processes allowing organisms to grow, reproduce, and evolve.

Biological Physics

Label Confusion Learning to Enhance Text Classification Models

1 code implementation9 Dec 2020 Biyang Guo, Songqiao Han, Xiao Han, Hailiang Huang, Ting Lu

LCM can learn label confusion to capture semantic overlap among labels by calculating the similarity between instances and labels during training and generate a better label distribution to replace the original one-hot label vector, thus improving the final classification performance.

General Classification text-classification +1

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