Peng Tang

Peng Tang, MSc
PhD student

Email: peng.tang(at)tum.de
Phone: +49 89 289 10840
Room: MIBE 1.101
Address: Boltzmannstr. 11, 85748 Garching, Germany

List of Publications

2024

  • P. Tang, X. Yan, Y. Nan, X. Hu, B. Menze, S. Krammer, T. Lasser. Joint-Individual Fusion Structure with Fusion Attention Module for Multi-Modal Skin Cancer Classification. Pattern Recognition 154, 2024 DOI

  • P. Tang, Z. Xu, C. Zhou, P. Wei, P. Han, T. Lasser. Prior and Prediction Inverse Kernel Transformer for Single Image Defocus Deblurring. Annual AAAI Conference on Artificial Intelligence, Vancouver, Canada, February, 2024

  • P. Tang, T. Lasser. Single-Shared Network with Prior-Inspired Loss for Parameter-Efficient Multi-Modal Imaging Skin Lesion Classification. arXiv:2403.19203, 2024 DOI

2023


  • P. Tang, Z. Xu, P. Wei, X. Hu, P. Zhao, X. Cao, C. Zhou, T. Lasser. R-R2KAC: Improving Single Image Defocus Deblurring. arXiv:2307.16242, 2023 DOI
  • P. Tang, Y. Nan, T. Lasser. Graph-Ensemble Learning Model for Multi-label Skin Lesion Classification using Dermoscopy and Clinical Images. arXiv:2307.01704, 2023 DOI

2022

  • S. Krammer, Y. Li, N. Jakob, A.-S. Böhm, H. Wolff, P. Tang, T. Lasser, L.E. French, D. Hartmann. Deep learning-based classification of dermatological lesions given a limited amount of labeled data. Journal of the European Academy of Dermatology and Venereology 36, 2022 DOI
  • P. Tang, X. Yan, Y. Nan, S. Xiang, S. Krammer, T. Lasser. FusionM4Net: A multi-stage multi-modal learning algorithm for multi-label skin lesion classification. Medical Image Analysis 76, 2022 DOI