Search Results for author: Xiangning Xie

Found 5 papers, 1 papers with code

Terrain Point Cloud Inpainting via Signal Decomposition

no code implementations4 Apr 2024 Yizhou Xie, Xiangning Xie, Yuran Wang, Yanci Zhang, Zejun Lv

The rapid development of 3D acquisition technology has made it possible to obtain point clouds of real-world terrains.

Image Inpainting

Efficient Evaluation Methods for Neural Architecture Search: A Survey

no code implementations14 Jan 2023 Xiangning Xie, Xiaotian Song, Zeqiong Lv, Gary G. Yen, Weiping Ding, Yanan sun

In surveying each category, we further discuss the design principles and analyze the strength and weaknesses to clarify the landscape of existing EEMs, thus making easily understanding the research trends of EEMs.

Neural Architecture Search

Differentiable Search of Accurate and Robust Architectures

no code implementations28 Dec 2022 Yuwei Ou, Xiangning Xie, Shangce Gao, Yanan sun, Kay Chen Tan, Jiancheng Lv

Deep neural networks (DNNs) are found to be vulnerable to adversarial attacks, and various methods have been proposed for the defense.

Architecture Augmentation for Performance Predictor Based on Graph Isomorphism

no code implementations3 Jul 2022 Xiangning Xie, Yuqiao Liu, Yanan sun, Mengjie Zhang, Kay Chen Tan

Performance predictors can greatly alleviate the prohibitive cost of NAS by directly predicting the performance of DNNs.

Neural Architecture Search

BenchENAS: A Benchmarking Platform for Evolutionary Neural Architecture Search

1 code implementation9 Aug 2021 Xiangning Xie, Yuqiao Liu, Yanan sun, Gary G. Yen, Bing Xue, Mengjie Zhang

The paper conducts efficient comparison experiments on eight ENAS algorithms with high GPU utilization on this platform.

Benchmarking Neural Architecture Search

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