Xiaoning Lei

According to our database, Xiaoning Lei authored at least 15 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

From Physical Degradation Models to Task-Aware All-in-One Image Restoration.

Hu Gao, Xiaoning Lei, Xichen Xu, Xingjian Wang, Lizhuang Ma

CoRR, January, 2026

Enhancing image restoration through learning context-rich and detail-accurate features.

Hu Gao, Xiaoning Lei, Depeng Dang

Neural Networks, 2026

2025

Establishing Stochastic Object Models from Noisy Data via Ambient Measurement-Integrated Diffusion.

Jianwei Sun, Xiaoning Lei, Wenhao Cai, Xichen Xu, Yanshu Wang, Hu Gao

CoRR, December, 2025

Physically Interpretable Multi-Degradation Image Restoration via Deep Unfolding and Explainable Convolution.

Hu Gao, Xiaoning Lei, Xichen Xu, Depeng Dang, Lizhuang Ma

CoRR, November, 2025

Learning to Restore Multi-Degraded Images via Ingredient Decoupling and Task-Aware Path Adaptation.

Hu Gao, Xiaoning Lei, Ying Zhang, Xichen Xu, Guannan Jiang, Lizhuang Ma

CoRR, November, 2025

ASBench: Image Anomalies Synthesis Benchmark for Anomaly Detection.

Qunyi Zhang, Songan Zhang, Jinbao Wang, Xiaoning Lei, Guoyang Xie, Guannan Jiang, Zhichao Lu

CoRR, October, 2025

FAST: Foreground-aware Diffusion with Accelerated Sampling Trajectory for Segmentation-oriented Anomaly Synthesis.

Xichen Xu, Yanshu Wang, Jinbao Wang, Xiaoning Lei, Guoyang Xie, Guannan Jiang, Zhichao Lu

CoRR, September, 2025

STAGE: Segmentation-oriented Industrial Anomaly Synthesis via Graded Diffusion with Explicit Mask Alignment.

Xichen Xu, Yanshu Wang, Jinbao Wang, Qunyi Zhang, Xiaoning Lei, Guoyang Xie, Guannan Jiang, Zhichao Lu

CoRR, September, 2025

SARD: Segmentation-Aware Anomaly Synthesis via Region-Constrained Diffusion with Discriminative Mask Guidance.

Yanshu Wang, Xichen Xu, Xiaoning Lei, Guoyang Xie

CoRR, August, 2025

A Survey on Industrial Anomalies Synthesis.

Xichen Xu, Yanshu Wang, Yawen Huang, Jiaqi Liu, Xiaoning Lei, Guoyang Xie, Guannan Jiang, Zhichao Lu

CoRR, February, 2025

Revisiting Symmetric Teacher-Student Network Distillation for Anomaly Detection.

Qunyi Zhang, Jiaqi Liu, Guoyang Xie, Liewen Liao, Yongming Chen, Xiaoning Lei, Annan Shu, Guannan Jiang, Songan Zhang

Proceedings of the Pattern Recognition and Computer Vision - 8th Chinese Conference, 2025

Residual Aggregation and Multi-Head Attention Reweighting for Autoformer in Industrial Time Series Forecasting.

Yanshu Wang, Xichen Xu, Xiaoning Lei, Chengbin Ma

Proceedings of the 51st Annual Conference of the IEEE Industrial Electronics Society, 2025

2021

KeSpeech: An Open Source Speech Dataset of Mandarin and Its Eight Subdialects.

Zhiyuan Tang, Dong Wang, Yanguang Xu, Jianwei Sun, Xiaoning Lei, Shuaijiang Zhao, Cheng Wen, Xingjun Tan, Chuandong Xie, Shuran Zhou, Rui Yan, Chenjia Lv, Yang Han, Wei Zou, Xiangang Li

Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

Semantic Data Augmentation for End-to-End Mandarin Speech Recognition.

Jianwei Sun, Zhiyuan Tang, Hengxin Yin, Wei Wang, Xi Zhao, Shuaijiang Zhao, Xiaoning Lei, Wei Zou, Xiangang Li

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

2019

Improving Transformer-based Speech Recognition Using Unsupervised Pre-training.

Dongwei Jiang, Xiaoning Lei, Wubo Li, Ne Luo, Yuxuan Hu, Wei Zou, Xiangang Li

CoRR, 2019