Publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2023

  1. PR
    AC2AS: Activation Consistency Coupled ANN-SNN Framework for Fast and Memory-Efficient SNN Training
    Jianxiong Tang, Jian-Huang Lai, Xiaohua Xie, Lingxiao Yang, and Wei-Shi Zheng
    Pattern Recognition (PR), 2023
  2. T-IP
    Toward Intrinsic Adversarial Robustness Through Probabilistic Training
    Junhao Dong, Lingxiao Yang, Yuan Wang, Xiaohua Xie, and Jianhuang Lai
    IEEE Transactions on Image Processing (T-IP), 2023
  3. CVPR
    Texture-Guided Saliency Distilling for Unsupervised Salient Object Detection
    Huajun Zhou, Bo Qiao, Lingxiao Yang, Jianhuang Lai, and Xiaohua Xie
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023
  4. T-IP
    Learning Shadow Removal from Unpaired Samples via Reciprocal Learning
    Wenjie Luo, Xiaohua Xie, Kuoyu Deng, Lingxiao Yang, and Jianhuang Lai
    IEEE Transactions on Image Processing (T-IP), 2023
  5. ICML
    Neural Prediction Errors enable Analogical Visual Reasoning in Human Standard Intelligence Tests
    Lingxiao Yang, Hongzhi You, Zonglei Zhen, Dahui Wang, Xiaohong Wan, Xiaohua Xie, and Ru-Yuan Zhang
    In Proceedings of the International Conference on Machine Learning (ICML), 2023
  6. T-VCG
    Pose Guided Person Image Generation via Dual-task Correlation and Affinity Learning
    Pengze Zhang, Lingxiao Yang, Xiaohua Xie, and Jianhuang Lai
    IEEE Transactions on Visualization and Computer Graphics (T-VCG), 2023
  7. J. Neurosci
    Representational geometries reveal differential effects of response correlations on population codes in neurophysiology and functional magnetic resonance imaging
    Zi-Jian Cheng*, Lingxiao Yang*, Wen-Hao Zhang, and Ru-Yuan Zhang
    Journal of Neuroscience (J. Neurosci), 2023
  8. T-IP
    Learning Weak Semantics by Feature Graph for Attribute-based Person Search
    Qiyang Peng*, Lingxiao Yang*, Xiaohua Xie, and Jianhuang Lai
    IEEE Transactions on Image Processing (T-IP), 2023
  9. IJCAI
    RuleMatch: Matching Abstract Rules for Semi-Supervised Learning of Human Standard Intelligence Tests
    Yunlong Xu*, Lingxiao Yang*, Hongzhi You, Zonglei Zhen, Da-Hui Wang, Xiaohong Wan, Xiaohua Xie, and Ru-Yuan Zhang
    In Proceedings of the International Conference on International Joint Conferences on Artificial Intelligence (IJCAI), 2023
  10. IJCAI
    Spike Count Maximization for Neuromorphic Vision Recognition
    Jianxiong Tang, Jian-Huang Lai, Xiaohua Xie, and Lingxiao Yang
    In Proceedings of the International Conference on International Joint Conferences on Artificial Intelligence (IJCAI), 2023
  11. ICME
    Self-supervised Cross-stage Regional Contrastive Learning for Object Detection
    Junkai Yan, Lingxiao Yang, Yipeng Gao, and Wei-Shi Zheng
    In International Conference on Multimedia and Expo (ICME), 2023
  12. IJCNN
    Few Shot Object Detection with Incompletely Annotated Samples
    Bo Qiao, Huajun Zhou, Lingxiao Yang#, and Xiaohua Xie
    In International Joint Conference on Neural Networks (IJCNN), 2023

2022

  1. ECCV
    AcroFOD: An Adaptive Method for Cross-domain Few-shot Object Detection
    Yipeng Gao, Lingxiao Yang, Yunmu Huang, Song Xie, Shiyong Li, and Wei-Shi Zheng
    In European Conference on Computer Vision (ECCV), 2022
  2. Neurocomputing
    Relaxation LIF: A Gradient-based Spiking Neuron for Direct Training Deep Spiking Neural Networks
    Jianxiong Tang, Jian-Huang Lai, Wei-Shi Zheng, Lingxiao Yang, and Xiaohua Xie
    Neurocomputing, 2022
  3. T-CSVT
    Activation to Saliency: Forming High-Quality Labels for Unsupervised Salient Object Detection
    Huajun Zhou, Peijia Chen, Lingxiao Yang, Xiaohua Xie, and Jianhuang Lai
    IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), 2022
  4. T-CSVT
    Selective Intra-Image Similarity for Personalized Fixation-based Object Segmentation
    Huajun Zhou, Lingxiao Yang, Xiaohua Xie, and Jianhuang Lai
    IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), 2022
  5. CVPR
    Self-Supervised Image-Specific Prototype Exploration for Weakly Supervised Semantic Segmentation
    Qi Chen, Lingxiao Yang, Jian-Huang Lai, and Xiaohua Xie
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022
  6. CVPR
    Exploring Dual-Task Correlation for Pose Guided Person Image Generation
    Pengze Zhang, Lingxiao Yang, Jian-Huang Lai, and Xiaohua Xie
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022

2021

  1. T-CSVT
    Lightweight Texture Correlation Network for Pose Guided Person Image Generation
    Pengze Zhang, Lingxiao Yang, Xiaohua Xie, and Jian-Huang Lai
    IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), 2021
  2. ICML
    SimAM: A Simple, Parameter-free Attention Module for Convolutional Neural Networks
    Lingxiao Yang, Ru-Yuan Zhang, Lida Li, and Xiaohua Xie
    In Proceedings of the International Conference on Machine Learning (ICML), 2021
  3. T-IP
    Layer-Output Guided Complementary Attention Learning for Image Defocus Blur Detection
    Jinxing Li, Dandan Fan, Lingxiao Yang, Shuhang Gu, Guangming Lu, Yong Xu, and David Zhang
    IEEE Transactions on Image Processing (T-IP), 2021
  4. T-IP
    Contour-Aware Loss: Boundary-Aware Learning for Salient Object Segmentation
    Zixuan Chen, Huajun Zhou, Jian-Huang Lai, Lingxiao Yang, and Xiaohua Xie
    IEEE Transactions on Image Processing (T-IP), 2021

2020

  1. CVPR
    Interactive Two-Stream Decoder for Accurate and Fast Saliency Detection
    Huajun Zhou, Xiaohua Xie, Jian-Huang Lai, Zixuan Chen, and Lingxiao Yang
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020

2019

  1. AAAI
    Learning A Visual Tracker from A Single Movie without Annotation
    Lingxiao Yang, David Zhang, and Lei Zhang
    In Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2019
  2. ICCV
    Dynamic Anchor Feature Selection for Single-Shot Object Detection
    Shuai Li, Lingxiao Yang, Jianqiang Huang, Xian-Sheng Hua, and Lei Zhang
    In Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2019

2018

  1. Neurocomputing
    Learning Discriminative Visual Elements using Part-based Convolutional Neural Network
    Lingxiao Yang, Xiaohua Xie, and Jian-huang Lai
    Neurocomputing, 2018

2017

  1. ACM MM
    Deep Location-Specific Tracking
    Lingxiao Yang, Risheng Liu, David Zhang, and Lei Zhang
    In Proceedings of the ACM International Conference on Multimedia (ACM MM), 2017
  2. ICIP
    Part-based Convolutional Neural Network for Visual Recognition
    Lingxiao Yang, Xiaohua Xie, Peihua Li, David Zhang, and Lei Zhang
    In International Conference on Image Processing (ICIP), 2017
  3. ICME
    Learning A Real-Time Generic Tracker using Convolutional Neural Networks
    Linnan Zhu*, Lingxiao Yang*, David Zhang, and Lei Zhang
    In International Conference on Multimedia and Expo (ICME Best Paper Candidate), 2017

2016

  1. CVIU
    Learning Object-Specific DAGs for Multi-label Material Recognition
    Xiaohua Xie, Lingxiao Yang, and Wei-Shi Zheng
    Computer Vision and Image Understanding (CVIU), 2016
  2. Neurocomputing
    Exploiting Object Semantic Cues for Multi-label Material Recognition
    Lingxiao Yang, and Xiaohua Xie
    Neurocomputing, 2016

2015

  1. ICIP
    Max-Margin Analysis based Patch Sampling for Discovery of Mid-Level Parts
    Lingxiao Yang, and Xiaohua Xie
    In International Conference on Image Processing (ICIP), 2015