A deep learning-based method for prostate segmentation in T2-weighted magnetic resonance imaging Jan 27, 2019 Data Augmentation Segmentation
— Unverified Hotels-50K: A Global Hotel Recognition Dataset Jan 26, 2019 Data Augmentation
Code Code Available See Better Before Looking Closer: Weakly Supervised Data Augmentation Network for Fine-Grained Visual Classification Jan 26, 2019 Data Augmentation Fine-Grained Image Classification
Code Code Available Model-based Deep Reinforcement Learning for Dynamic Portfolio Optimization Jan 25, 2019 Data Augmentation Deep Reinforcement Learning
— Unverified Face morphing detection in the presence of printing/scanning and heterogeneous image sources Jan 25, 2019 Data Augmentation Face Recognition
— Unverified Deep Adversarial Learning in Intrusion Detection: A Data Augmentation Enhanced Framework Jan 23, 2019 Data Augmentation Intrusion Detection
— Unverified Reducing the Model Variance of a Rectal Cancer Segmentation Network Jan 22, 2019 Data Augmentation Image Segmentation
— Unverified Improved Selective Refinement Network for Face Detection Jan 20, 2019 Data Augmentation Face Detection
— Unverified Red blood cell image generation for data augmentation using Conditional Generative Adversarial Networks Jan 18, 2019 Data Augmentation Image Generation
— Unverified Multiple Sclerosis Lesion Synthesis in MRI using an encoder-decoder U-NET Jan 17, 2019 Data Augmentation Decoder
Code Code Available Spatiotemporal Recurrent Convolutional Networks for Recognizing Spontaneous Micro-expressions Jan 15, 2019 Data Augmentation Micro Expression Recognition
— Unverified Data Augmentation with Manifold Exploring Geometric Transformations for Increased Performance and Robustness Jan 14, 2019 Data Augmentation General Classification
— Unverified HorizonNet: Learning Room Layout with 1D Representation and Pano Stretch Data Augmentation Jan 12, 2019 3D Room Layouts From A Single RGB Panorama Data Augmentation
Code Code Available Adversarial Pseudo Healthy Synthesis Needs Pathology Factorization Jan 10, 2019 Anomaly Detection Data Augmentation
— Unverified Sinusoidal wave generating network based on adversarial learning and its application: synthesizing frog sounds for data augmentation Jan 7, 2019 Data Augmentation Sound Classification
— Unverified Robust and High Performance Face Detector Jan 6, 2019 Data Augmentation Face Detection
— Unverified Augmentation Scheme for Dealing with Imbalanced Network Traffic Classification Using Deep Learning Jan 1, 2019 Data Augmentation Density Estimation
— Unverified Fully Automatic Segmentation of Sublingual Veins from Retrained U-Net Model for Few Near Infrared Images Dec 22, 2018 Data Augmentation Segmentation
— Unverified Fault Location in Power Distribution Systems via Deep Graph Convolutional Networks Dec 22, 2018 Data Augmentation Data Visualization
Code Code Available Towards Visible and Thermal Drone Monitoring with Convolutional Neural Networks Dec 19, 2018 Data Augmentation
— Unverified Improving Face Detection Performance with 3D-Rendered Synthetic Data Dec 18, 2018 Data Augmentation Face Detection
— Unverified Retinal vessel segmentation based on Fully Convolutional Neural Networks Dec 18, 2018 Data Augmentation Retinal Vessel Segmentation
Code Code Available Conditional BERT Contextual Augmentation Dec 17, 2018 Data Augmentation Language Modeling
Code Code Available Not Using the Car to See the Sidewalk: Quantifying and Controlling the Effects of Context in Classification and Segmentation Dec 17, 2018 Classification Data Augmentation
— Unverified Towards Robust Human Activity Recognition from RGB Video Stream with Limited Labeled Data Dec 16, 2018 Activity Recognition Data Augmentation
— Unverified Imitation Learning for End to End Vehicle Longitudinal Control with Forward Camera Dec 14, 2018 Data Augmentation Imitation Learning
— Unverified Pretraining by Backtranslation for End-to-end ASR in Low-Resource Settings Dec 10, 2018 Data Augmentation Decoder
— Unverified EDF: Ensemble, Distill, and Fuse for Easy Video Labeling Dec 10, 2018 Data Augmentation Object
— Unverified Deep ChArUco: Dark ChArUco Marker Pose Estimation Dec 8, 2018 Camera Calibration Data Augmentation
Code Code Available Generation of Synthetic Electronic Medical Record Text Dec 6, 2018 Data Augmentation Generative Adversarial Network
— Unverified Quantifying Generalization in Reinforcement Learning Dec 6, 2018 Data Augmentation Deep Reinforcement Learning
Code Code Available ROI-10D: Monocular Lifting of 2D Detection to 6D Pose and Metric Shape Dec 6, 2018 3D Object Detection Data Augmentation
— Unverified Text Data Augmentation Made Simple By Leveraging NLP Cloud APIs Dec 5, 2018 Data Augmentation Text Augmentation
Code Code Available Singing Voice Separation Using a Deep Convolutional Neural Network Trained by Ideal Binary Mask and Cross Entropy Dec 4, 2018 Data Augmentation General Classification
Code Code Available Transferable Natural Language Interface to Structured Queries aided by Adversarial Generation Dec 4, 2018 Data Augmentation Domain Adaptation
— Unverified Unsupervised Domain Adaptation using Generative Models and Self-ensembling Dec 2, 2018 Data Augmentation Domain Adaptation
— Unverified Contrastive Learning from Pairwise Measurements Dec 1, 2018 Contrastive Learning Data Augmentation
— Unverified Tree-Structured Recurrent Switching Linear Dynamical Systems for Multi-Scale Modeling Nov 29, 2018 Data Augmentation
Code Code Available General-to-Detailed GAN for Infrequent Class Medical Images Nov 28, 2018 Data Augmentation
Code Code Available CT organ segmentation using GPU data augmentation, unsupervised labels and IOU loss Nov 27, 2018 CPU Data Augmentation
— Unverified Cross-Lingual Approaches to Reference Resolution in Dialogue Systems Nov 27, 2018 Cross-Lingual Transfer Data Augmentation
— Unverified GANsfer Learning: Combining labelled and unlabelled data for GAN based data augmentation Nov 26, 2018 Data Augmentation Segmentation
— Unverified Combining High-Level Features of Raw Audio Waves and Mel-Spectrograms for Audio Tagging Nov 26, 2018 Audio Tagging Data Augmentation
— Unverified Pointwise Rotation-Invariant Network with Adaptive Sampling and 3D Spherical Voxel Convolution Nov 23, 2018 3D Feature Matching Data Augmentation
Code Code Available Natural language understanding for task oriented dialog in the biomedical domain in a low resources context Nov 23, 2018 Data Augmentation General Classification
— Unverified Data Augmentation using Random Image Cropping and Patching for Deep CNNs Nov 22, 2018 Data Augmentation Image Augmentation
Code Code Available Towards Robust Neural Networks with Lipschitz Continuity Nov 22, 2018 Data Augmentation
— Unverified Fast and interpretable classification of small X-ray diffraction datasets using data augmentation and deep neural networks Nov 20, 2018 BIG-bench Machine Learning Data Augmentation
Code Code Available A Baseline for Multi-Label Image Classification Using An Ensemble of Deep Convolutional Neural Networks Nov 20, 2018 Classification Data Augmentation
Code Code Available T-CGAN: Conditional Generative Adversarial Network for Data Augmentation in Noisy Time Series with Irregular Sampling Nov 20, 2018 Data Augmentation Generative Adversarial Network
Code Code Available 