Publications

More details on Google Scholar.

Coarse-To-Fine Tensor Trains for Compact Visual Representations
Sebastian Loeschcke, Dan Wang, Christian Leth-Espensen, Serge Belongie, J Michael Kastoryano and Sagie Benaim
International Conference on Machine Learning (ICML 2024)
arxiv | project website | code |

Rethinking Few-shot 3D Point Cloud Semantic Segmentation
Zhaochong An, Guolei Sun, Yun Liu, Fayao Liu, Zongwei Wu, Dan Wang, Luc Van Gool and Serge Belongie
Computer Vision and Pattern Recognition (CVPR 2024)
arxiv | code |

Contrastive-enhanced Domain Generalization with Federated Learning
Xinhui Yu, Dan Wang, Martin McKeown, and Z. Jane Wang
IEEE Transactions on Artificial Intelligence (2023)
article |

Learning Disentangled Features for Nerf-Based Face Reconstruction
Peizhi Yan, Rabab Ward, Dan Wang, Qiang Tang, and Shan Du
International Conference on Image Processing (ICIP 2023)
article |

Generalizable neural radiance fields for novel view synthesis with transformer
Dan Wang, Xinrui Cui, Septimiu Salcudean and Z. Jane Wang
ArXiv (2022)
arxiv |

Cross-Domain Few-Shot Contrastive Learning for Hyperspectral Images Classification
Suhua Zhang, Zhikui Chen, Dan Wang, and Z. Jane Wang
IEEE Geoscience and Remote Sensing Letters (2022)
article |

Transformer-Based End-to-End Anatomical and Functional Image Fusion
Jing Zhang, Aiping Liu, Dan Wang, Yu Liu, Z. Jane Wang, and Xun Chen
IEEE Transactions on Instrumentation and Measurement (2022)
article |

Interpreting Bottom-Up Decision-Making of CNNs via Hierarchical Inference
Dan Wang, Xinrui Cui, Xun Chen, Rabab Ward, and Z. Jane Wang
IEEE Transactions on Image Processing (2021)
article |

Multi-View 3D Reconstruction With Transformers
Dan Wang, Xinrui Cui, Xun Chen, Zhengxia Zou, Tianyang Shi, Septimiu Salcudean, Z. Jane Wang, and Rabab Ward
International Conference on Computer Vision (ICCV 2021, Oral)
article |

Chain: Concept-harmonized hierarchical inference interpretation of deep convolutional neural networks
Dan Wang, Xinrui Cui, and Z. Jane Wang
ArXiv (2020)
arxiv |

Feature-Flow Interpretation of Deep Convolutional Neural Networks
Xinrui Cui, Dan Wang, and Z. Jane Wang
IEEE Transactions on Multimedia (2020)
article |

CHIP: Channel-Wise Disentangled Interpretation of Deep Convolutional Neural Networks
Xinrui Cui*, Dan Wang*, and Z. Jane Wang (* co-first author)
IEEE Transactions on Neural Networks and Learning Systems (2020)
article |

Multi-Scale Interpretation Model for Convolutional Neural Networks: Building Trust Based on Hierarchical Interpretation
Xinrui Cui, Dan Wang, and Z. Jane Wang
IEEE Transactions on Multimedia (2019)
article |

Robust Sparse Unmixing for Hyperspectral Imagery
Dan Wang, Zhenwei Shi, and Xinrui Cui
IEEE Transactions on Geoscience and Remote Sensing (2018)
article |

Multi-feature Sea–land Segmentation based on Pixel-wise Learning for Optical Remote-sensing Imagery
Dan Wang, Xinrui Cui, Fengying Xie, Zhiguo Jiang, and Zhenwei Shi
International Journal of Remote Sensing (2017)
article |

Collaborative sparse unmixing of hyperspectral data using L2,P norm
Dan Wang, Zhenwei Shi, and Wei Tang
International Geoscience and Remote Sensing Symposium (IGARSS 2016)
article |