Shenghua Gao

Research interests

Publications

• 2D Gaussian Splatting for Geometrically Accurate Radiance Fields

  · 2024 · 10.1145/3641519.3657428

• DeepPROTACs is a deep learning-based targeted degradation predictor for PROTACs

  Nature Communications · 2022 · 10.1038/s41467-022-34807-3

• Appearance-Motion Memory Consistency Network for Video Anomaly Detection

  Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 10.1609/aaai.v35i2.16177

• Fast-MVSNet: Sparse-to-Dense Multi-View Stereo With Learned Propagation and Gauss-Newton Refinement

  · 2020 · 10.1109/cvpr42600.2020.00202

• Structured3D: A Large Photo-Realistic Dataset for Structured 3D Modeling

  Lecture notes in computer science · 2020 · 10.1007/978-3-030-58545-7_30

• Liquid Warping GAN: A Unified Framework for Human Motion Imitation, Appearance Transfer and Novel View Synthesis

  · 2019 · 10.1109/iccv.2019.00600

• Density Map Regression Guided Detection Network for RGB-D Crowd Counting and Localization

  · 2019 · 10.1109/cvpr.2019.00192

• Video Anomaly Detection with Sparse Coding Inspired Deep Neural Networks

  IEEE Transactions on Pattern Analysis and Machine Intelligence · 2019 · 10.1109/tpami.2019.2944377

• Gaze Prediction in Dynamic 360° Immersive Videos

  · 2018 · 10.1109/cvpr.2018.00559

• Encoding Crowd Interaction with Deep Neural Network for Pedestrian Trajectory Prediction

  · 2018 · 10.1109/cvpr.2018.00553

• Future Frame Prediction for Anomaly Detection - A New Baseline

  Journal · 2018 · https://doi.org/10.1109/cvpr.2018.00684

• Face Aging with Identity-Preserved Conditional Generative Adversarial Networks

  · 2018 · 10.1109/cvpr.2018.00828

• Learning to Parse Wireframes in Images of Man-Made Environments

  · 2018 · 10.1109/cvpr.2018.00072

• A Revisit of Sparse Coding Based Anomaly Detection in Stacked RNN Framework

  Journal · 2017 · https://doi.org/10.1109/iccv.2017.45

• Remembering history with convolutional LSTM for anomaly detection

  · 2017 · 10.1109/icme.2017.8019325

• Learning Category-Specific Dictionary and Shared Dictionary for Fine-Grained Image Categorization

  IEEE Transactions on Image Processing · 2014 · 10.1109/tip.2013.2290593

• Learning by Associating Ambiguously Labeled Images

  · 2013 · 10.1109/cvpr.2013.97

• Region-Based Saliency Detection and Its Application in Object Recognition

  IEEE Transactions on Circuits and Systems for Video Technology · 2013 · 10.1109/tcsvt.2013.2280096

• Laplacian Sparse Coding, Hypergraph Laplacian Sparse Coding, and Applications

  IEEE Transactions on Pattern Analysis and Machine Intelligence · 2012 · 10.1109/tpami.2012.63

• Sparse Representation With Kernels

  IEEE Transactions on Image Processing · 2012 · 10.1109/tip.2012.2215620

• Local features are not lonely – Laplacian sparse coding for image classification

  · 2010 · 10.1109/cvpr.2010.5539943

• Kernel Sparse Representation for Image Classification and Face Recognition

  Lecture notes in computer science · 2010 · 10.1007/978-3-642-15561-1_1

Current projects

No projects listed.