Ming–Hsuan Yang

Research interests

Publications

• Diffusion Models: A Comprehensive Survey of Methods and Applications

  ACM Computing Surveys · 2023 · 10.1145/3626235

• Restormer: Efficient Transformer for High-Resolution Image Restoration

  2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · https://doi.org/10.1109/cvpr52688.2022.00564

• Multi-Stage Progressive Image Restoration

  Journal · 2021 · https://doi.org/10.1109/cvpr46437.2021.01458

• Multi-Scale Boosted Dehazing Network With Dense Feature Fusion

  Journal · 2020 · 10.1109/cvpr42600.2020.00223

• Learning Enriched Features for Real Image Restoration and Enhancement

  Lecture notes in computer science · 2020 · https://doi.org/10.1007/978-3-030-58595-2_30

• Res2Net: A New Multi-Scale Backbone Architecture

  IEEE Transactions on Pattern Analysis and Machine Intelligence · 2019 · https://doi.org/10.1109/tpami.2019.2938758

• Super SloMo: High Quality Estimation of Multiple Intermediate Frames for Video Interpolation

  Journal · 2018 · 10.1109/cvpr.2018.00938

• Learning Spatial-Temporal Regularized Correlation Filters for Visual Tracking

  Journal · 2018 · https://doi.org/10.1109/cvpr.2018.00515

• Diverse Image-to-Image Translation via Disentangled Representations

  Lecture notes in computer science · 2018 · 10.1007/978-3-030-01246-5_3

• Fast and Accurate Image Super-Resolution with Deep Laplacian Pyramid Networks

  IEEE Transactions on Pattern Analysis and Machine Intelligence · 2018 · 10.1109/tpami.2018.2865304

• Gated Fusion Network for Single Image Dehazing

  Journal · 2018 · 10.1109/cvpr.2018.00343

• PiCANet: Learning Pixel-Wise Contextual Attention for Saliency Detection

  Journal · 2018 · 10.1109/cvpr.2018.00326

• Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution

  Journal · 2017 · 10.1109/cvpr.2017.618

• Single Image Dehazing via Multi-scale Convolutional Neural Networks

  Lecture notes in computer science · 2016 · 10.1007/978-3-319-46475-6_10

• Long-term correlation tracking

  Journal · 2015 · 10.1109/cvpr.2015.7299177

• Hierarchical Convolutional Features for Visual Tracking

  Journal · 2015 · 10.1109/iccv.2015.352

• Object Tracking Benchmark

  IEEE Transactions on Pattern Analysis and Machine Intelligence · 2015 · 10.1109/tpami.2014.2388226

• Compressing Deep Convolutional Networks using Vector Quantization

  arXiv (Cornell University) · 2014 · 10.48550/arxiv.1412.6115

• Online Object Tracking: A Benchmark

  Journal · 2013 · 10.1109/cvpr.2013.312

• Saliency Detection via Graph-Based Manifold Ranking

  Journal · 2013 · 10.1109/cvpr.2013.407

• Robust object tracking via sparsity-based collaborative model

  Journal · 2012 · 10.1109/cvpr.2012.6247882

• Visual tracking via adaptive structural local sparse appearance model

  Journal · 2012 · 10.1109/cvpr.2012.6247880

• Real-Time Compressive Tracking

  Lecture notes in computer science · 2012 · 10.1007/978-3-642-33712-3_62

• Visual tracking with online Multiple Instance Learning

  2009 IEEE Conference on Computer Vision and Pattern Recognition · 2009 · 10.1109/cvpr.2009.5206737

• Incremental Learning for Robust Visual Tracking

  International Journal of Computer Vision · 2007 · 10.1007/s11263-007-0075-7

Current projects

No projects listed.