In Defense of Single-column Networks for Crowd Counting Aug 18, 2018 Crowd Counting Data Augmentation
— Unverified Whole-Slide Mitosis Detection in H&E Breast Histology Using PHH3 as a Reference to Train Distilled Stain-Invariant Convolutional Networks Aug 17, 2018 Data Augmentation Knowledge Distillation
— Unverified Egocentric Gesture Recognition for Head-Mounted AR devices Aug 16, 2018 Data Augmentation Gesture Recognition
— Unverified Learning Invariances using the Marginal Likelihood Aug 16, 2018 Data Augmentation Gaussian Processes
— Unverified Deep Learning using K-space Based Data Augmentation for Automated Cardiac MR Motion Artefact Detection Aug 15, 2018 Data Augmentation Image Quality Assessment
— Unverified GestureGAN for Hand Gesture-to-Gesture Translation in the Wild Aug 14, 2018 Data Augmentation Generative Adversarial Network
Code Code Available Automatic Airway Segmentation in chest CT using Convolutional Neural Networks Aug 14, 2018 Computed Tomography (CT) Data Augmentation
— Unverified Automatic Plaque Detection in IVOCT Pullbacks Using Convolutional Neural Networks Aug 13, 2018 Data Augmentation Deep Learning
— Unverified A Semi-Supervised Data Augmentation Approach using 3D Graphical Engines Aug 8, 2018 Data Augmentation Deep Learning
Code Code Available Beyond Pixel Norm-Balls: Parametric Adversaries using an Analytically Differentiable Renderer Aug 8, 2018 Data Augmentation
— Unverified ODSQA: Open-domain Spoken Question Answering Dataset Aug 7, 2018 Data Augmentation Question Answering
Code Code Available Data augmentation using synthetic data for time series classification with deep residual networks Aug 7, 2018 Data Augmentation Dynamic Time Warping
Code Code Available Normalization Before Shaking Toward Learning Symmetrically Distributed Representation Without Margin in Speech Emotion Recognition Aug 2, 2018 Data Augmentation Emotion Recognition
— Unverified Identifying Aggression and Toxicity in Comments using Capsule Network Aug 1, 2018 Data Augmentation Transliteration
— Unverified Aggression Detection in Social Media: Using Deep Neural Networks, Data Augmentation, and Pseudo Labeling Aug 1, 2018 Data Augmentation Feature Engineering
— Unverified Aggression Identification Using Deep Learning and Data Augmentation Aug 1, 2018 Aggression Identification Data Augmentation
Code Code Available Data Augmentation for Robust Keyword Spotting under Playback Interference Aug 1, 2018 Acoustic echo cancellation Data Augmentation
— Unverified Weather Classification: A new multi-class dataset, data augmentation approach and comprehensive evaluations of Convolutional Neural Networks Aug 1, 2018 Data Augmentation General Classification
— Unverified Gender Privacy: An Ensemble of Semi Adversarial Networks for Confounding Arbitrary Gender Classifiers Jul 31, 2018 Attribute Data Augmentation
— Unverified ARM: Augment-REINFORCE-Merge Gradient for Stochastic Binary Networks Jul 30, 2018 Data Augmentation Variational Inference
Code Code Available Acoustic and Textual Data Augmentation for Improved ASR of Code-Switching Speech Jul 28, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Back-Translation-Style Data Augmentation for End-to-End ASR Jul 28, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Characters Detection on Namecard with faster RCNN Jul 27, 2018 Data Augmentation
— Unverified Deep Learning Methods and Applications for Region of Interest Detection in Dermoscopic Images Jul 27, 2018 Data Augmentation object-detection
— Unverified Medical Image Synthesis for Data Augmentation and Anonymization using Generative Adversarial Networks Jul 26, 2018 Data Augmentation Diversity
— Unverified Pythia v0.1: the Winning Entry to the VQA Challenge 2018 Jul 26, 2018 Data Augmentation Visual Question Answering (VQA)
Code Code Available ISIC 2017 Skin Lesion Segmentation Using Deep Encoder-Decoder Network Jul 24, 2018 Data Augmentation Decoder
— Unverified MVDepthNet: Real-time Multiview Depth Estimation Neural Network Jul 23, 2018 Data Augmentation Decoder
Code Code Available Automatic Speech Recognition for Humanitarian Applications in Somali Jul 23, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Improving Automatic Skin Lesion Segmentation using Adversarial Learning based Data Augmentation Jul 23, 2018 Data Augmentation Generative Adversarial Network
— Unverified Conditional Infilling GANs for Data Augmentation in Mammogram Classification Jul 21, 2018 Breast Cancer Detection Cancer Classification
Code Code Available Monocular Object Orientation Estimation using Riemannian Regression and Classification Networks Jul 19, 2018 Classification Data Augmentation
Code Code Available Bio-Measurements Estimation and Support in Knee Recovery through Machine Learning Jul 19, 2018 BIG-bench Machine Learning Data Augmentation
— Unverified Modeling Visual Context is Key to Augmenting Object Detection Datasets Jul 19, 2018 Data Augmentation object-detection
Code Code Available Robust Deep Multi-modal Learning Based on Gated Information Fusion Network Jul 17, 2018 Data Augmentation object-detection
— Unverified Learning Noise-Invariant Representations for Robust Speech Recognition Jul 17, 2018 Data Augmentation Representation Learning
— Unverified A Dataset of Laryngeal Endoscopic Images with Comparative Study on Convolution Neural Network Based Semantic Segmentation Jul 16, 2018 Data Augmentation Medical Image Analysis
Code Code Available Deep neural network ensemble by data augmentation and bagging for skin lesion classification Jul 15, 2018 Data Augmentation General Classification
— Unverified Semi-supervised Feature Learning For Improving Writer Identification Jul 15, 2018 Data Augmentation
— Unverified Neural Networks Regularization Through Representation Learning Jul 13, 2018 Data Augmentation Representation Learning
Code Code Available Subsampled Turbulence Removal Network Jul 12, 2018 Data Augmentation
— Unverified Hydranet: Data Augmentation for Regression Neural Networks Jul 12, 2018 Data Augmentation Medical Image Analysis
— Unverified Deep semi-supervised segmentation with weight-averaged consistency targets Jul 12, 2018 Data Augmentation General Classification
— Unverified Deep Learning Hyperspectral Image Classification Using Multiple Class-based Denoising Autoencoders, Mixed Pixel Training Augmentation, and Morphological Operations Jul 11, 2018 Data Augmentation Denoising
— Unverified High-Resolution Mammogram Synthesis using Progressive Generative Adversarial Networks Jul 9, 2018 Data Augmentation Image Generation
— Unverified Data Augmentation for Detection of Architectural Distortion in Digital Mammography using Deep Learning Approach Jul 6, 2018 Data Augmentation
— Unverified Sequence-to-Sequence Data Augmentation for Dialogue Language Understanding Jul 4, 2018 Data Augmentation Diversity
Code Code Available HAMLET: Hierarchical Harmonic Filters for Learning Tracts from Diffusion MRI Jul 3, 2018 Data Augmentation Diffusion MRI
— Unverified Learning under selective labels in the presence of expert consistency Jul 2, 2018 Data Augmentation Decision Making
— Unverified Dependent Relational Gamma Process Models for Longitudinal Networks Jul 1, 2018 Data Augmentation
— Unverified 