Application Areas

Surface Reconstruction based on Self-Merging Octree with Deep Learning ACML 2019 Deep, complex, invertible networks for inversion of transmission effects in multimode optical fibres NeurIPS 2018 End-to-End Learning of Multi-scale Convolutional Neural Network for Stereo Matching ACML 2018 Factoring Shape, Pose, and Layout From the 2D Image of a 3D Scene CVPR 2018 Fast Dynamic Convolutional Neural Networks for Visual Tracking ACML 2018 MegaDepth: Learning Single-View Depth Prediction From Internet Photos CVPR 2018 Rethinking the Smaller-Norm-Less-Informative Assumption in Channel Pruning of Convolution Layers ICLR 2018 Automatic Description Generation from Images: A Survey of Models, Datasets, and Evaluation Measures (Extended Abstract) IJCAI 2017 Do Deep Neural Networks Suffer from Crowding? NeurIPS 2017 NeuralPower: Predict and Deploy Energy-Efficient Convolutional Neural Networks ACML 2017 Recognizing Art Style Automatically in Painting with Deep Learning ACML 2017 An Architecture for Deep, Hierarchical Generative Models NeurIPS 2016 How Deep is the Feature Analysis underlying Rapid Visual Categorization? NeurIPS 2016 MoCap-guided Data Augmentation for 3D Pose Estimation in the Wild NeurIPS 2016 R-FCN: Object Detection via Region-based Fully Convolutional Networks NeurIPS 2016 Single-Image Depth Perception in the Wild NeurIPS 2016 Towards Conceptual Compression NeurIPS 2016 ActivityNet: A Large-Scale Video Benchmark for Human Activity Understanding CVPR 2015 Building a Bird Recognition App and Large Scale Dataset With Citizen Scientists: The Fine Print in Fine-Grained Dataset Collection CVPR 2015 Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting NeurIPS 2015 Convolutional Neural Networks with Intra-Layer Recurrent Connections for Scene Labeling NeurIPS 2015 Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks NeurIPS 2015 Galileo: Perceiving Physical Object Properties by Integrating a Physics Engine with Deep Learning NeurIPS 2015 Scheduled Sampling for Sequence Prediction with Recurrent Neural Networks NeurIPS 2015 SUN RGB-D: A RGB-D Scene Understanding Benchmark Suite CVPR 2015