主持国家自然科学基金面上项目1项、主持国家自然科学基金青年项目1项、主持中央军委科技委项目3项。
主要从事图像处理、深度学习、人工智能、机器学习等方向的研究。
本人第一作者主要发表论文:
[1] Xinjian Gao, Tingting Mu, John. Y. Goulermas, Jingkuan Song, Meng Wang(*). Improving Image Similarity Learning by Adding External Memory[J]. IEEE Transactions on Knowledge and Data Engineering (TKDE), 2022, 34(10):4874-4887;
[2] Xinjian Gao(*), Tingting Mu, J. Y. Goulermas, J. Thiyagalingam, Meng Wang. An Interpretable Deep Architecture for Similarity Learning Built Upon Hierarchical Concepts[J]. IEEE Transactions on Image Processing (TIP), 2020, 29:3911-3926;
[3] Xinjian Gao, Yang Wang(*), Jun Cheng, Mingliang Xu, Meng Wang. Meta-learning Based Relation and Representation Learning Networks for Single-image Deraining[J]. Pattern Recognition (PR), 2021, 120:108124;
[4] Xinjian Gao, Zhao Zhang(*), Tingting Mu, Xudong Zhang, Chaoran Cui, Meng Wang. Self-attention Driven Adversarial Similarity Learning Network[J]. Pattern Recognition (PR), 2020, 105:107331;
[5] Xinjian Gao, Tingting Mu(*), J.Y. Goulermas, Meng Wang. Topic driven multimodal similarity learning with multi-view voted convolutional features[J]. Pattern Recognition (PR), 2018, 75:1339-1351;
[6] Xinjian Gao, Tingting Mu(*), J.Y. Goulermas, Meng Wang. Attention driven multi-modal similarity learning[J]. Information Sciences (IS), 2018, 432:530-542.
其它论文见：https://dblp.org/pid/170/5806.html
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