Gradient-Leaks: Understanding and Controlling Deanonymization in Federated Learning May 15, 2018 Data Augmentation Federated Learning
— Unverified Stingray Detection of Aerial Images Using Augmented Training Images Generated by A Conditional Generative Model May 11, 2018 Data Augmentation image-classification
— Unverified Learning Domain-Sensitive and Sentiment-Aware Word Embeddings May 10, 2018 Data Augmentation General Classification
— Unverified Image Ordinal Classification and Understanding: Grid Dropout with Masking Label May 8, 2018 Age Estimation Classification
— Unverified Deep JSLC: A Multimodal Corpus Collection for Data-driven Generation of Japanese Sign Language Expressions May 1, 2018 Data Augmentation
— Unverified Evaluation of Feature-Space Speaker Adaptation for End-to-End Acoustic Models May 1, 2018 Automatic Speech Recognition (ASR) Data Augmentation
— Unverified Simulating ASR errors for training SLU systems May 1, 2018 Automatic Speech Recognition (ASR) Data Augmentation
— Unverified Augmenting Image Question Answering Dataset by Exploiting Image Captions May 1, 2018 Data Augmentation Image Captioning
— Unverified Handling Rare Word Problem using Synthetic Training Data for Sinhala and Tamil Neural Machine Translation May 1, 2018 Data Augmentation Machine Translation
— Unverified Generalizing Across Domains via Cross-Gradient Training Apr 28, 2018 Data Augmentation Domain Adaptation
Code Code Available Simulating dysarthric speech for training data augmentation in clinical speech applications Apr 27, 2018 Data Augmentation
— Unverified Disentangling Factors of Variation with Cycle-Consistent Variational Auto-Encoders Apr 27, 2018 Data Augmentation
Code Code Available Automatic speech recognition for launch control center communication using recurrent neural networks with data augmentation and custom language model Apr 24, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Spatiotemporal Learning of Dynamic Gestures from 3D Point Cloud Data Apr 24, 2018 Data Augmentation Scene Understanding
— Unverified Learning to See the Invisible: End-to-End Trainable Amodal Instance Segmentation Apr 24, 2018 Amodal Instance Segmentation Data Augmentation
Code Code Available MVTec D2S: Densely Segmented Supermarket Dataset Apr 23, 2018 Data Augmentation Diversity
— Unverified Word Embedding Perturbation for Sentence Classification Apr 22, 2018 Classification Data Augmentation
Code Code Available Learning to Refine Human Pose Estimation Apr 21, 2018 Data Augmentation Keypoint Detection
— Unverified ECG arrhythmia classification using a 2-D convolutional neural network Apr 18, 2018 Arrhythmia Detection Data Augmentation
Code Code Available Gender Bias in Coreference Resolution: Evaluation and Debiasing Methods Apr 18, 2018 coreference-resolution Coreference Resolution
Code Code Available Fortification of Neural Morphological Segmentation Models for Polysynthetic Minimal-Resource Languages Apr 17, 2018 Cross-Lingual Transfer Data Augmentation
— Unverified Robust Machine Comprehension Models via Adversarial Training Apr 17, 2018 Data Augmentation Question Answering
— Unverified Building robust prediction models for defective sensor data using Artificial Neural Networks Apr 16, 2018 Data Augmentation feature selection
— Unverified Transcribing Lyrics From Commercial Song Audio: The First Step Towards Singing Content Processing Apr 15, 2018 Data Augmentation Retrieval
— Unverified 3D G-CNNs for Pulmonary Nodule Detection Apr 12, 2018 Data Augmentation Translation
— Unverified One Kernel to Solve Nearly Everything: Unified 3D Binary Convolutions for Image Analysis Apr 11, 2018 Data Augmentation Medical Image Analysis
— Unverified Real-world plant species identification based on deep convolutional neural networks and visual attention Apr 11, 2018 Data Augmentation
— Unverified E-commerce Anomaly Detection: A Bayesian Semi-Supervised Tensor Decomposition Approach using Natural Gradients Apr 11, 2018 Anomaly Detection Data Augmentation
— Unverified Roto-Translation Covariant Convolutional Networks for Medical Image Analysis Apr 10, 2018 Data Augmentation Medical Image Analysis
Code Code Available Detecting Multi-Oriented Text with Corner-based Region Proposals Apr 8, 2018 Data Augmentation Robust classification
Code Code Available On the Robustness of Speech Emotion Recognition for Human-Robot Interaction with Deep Neural Networks Apr 6, 2018 Data Augmentation Emotion Recognition
— Unverified EPINET: A Fully-Convolutional Neural Network Using Epipolar Geometry for Depth from Light Field Images Apr 6, 2018 Data Augmentation Depth Estimation
Code Code Available Impact of ultrasound image reconstruction method on breast lesion classification with neural transfer learning Apr 6, 2018 Classification Data Augmentation
— Unverified Semi-Supervised Deep Metrics for Image Registration Apr 4, 2018 Data Augmentation Image Registration
— Unverified Generative Adversarial Learning for Spectrum Sensing Apr 2, 2018 BIG-bench Machine Learning Data Augmentation
— Unverified Recognizing Challenging Handwritten Annotations with Fully Convolutional Networks Apr 1, 2018 Data Augmentation Semantic Segmentation
— Unverified Parallel Grid Pooling for Data Augmentation Mar 30, 2018 Data Augmentation General Classification
Code Code Available Asymmetric Loss Functions and Deep Densely Connected Networks for Highly Imbalanced Medical Image Segmentation: Application to Multiple Sclerosis Lesion Detection Mar 28, 2018 Data Augmentation Image Segmentation
— Unverified Towards Highly Accurate Coral Texture Images Classification Using Deep Convolutional Neural Networks and Data Augmentation Mar 27, 2018 Data Augmentation General Classification
— Unverified Multi-Modal Data Augmentation for End-to-End ASR Mar 27, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified BAGAN: Data Augmentation with Balancing GAN Mar 26, 2018 Data Augmentation image-classification
Code Code Available Learning the Localization Function: Machine Learning Approach to Fingerprinting Localization Mar 21, 2018 BIG-bench Machine Learning Data Augmentation
— Unverified Aerial LaneNet: Lane Marking Semantic Segmentation in Aerial Imagery using Wavelet-Enhanced Cost-sensitive Symmetric Fully Convolutional Neural Networks Mar 19, 2018 Autonomous Driving Data Augmentation
— Unverified A Kernel Theory of Modern Data Augmentation Mar 16, 2018 BIG-bench Machine Learning Data Augmentation
— Unverified Large Margin Deep Networks for Classification Mar 15, 2018 Classification Data Augmentation
Code Code Available A Deep Learning Algorithm for One-step Contour Aware Nuclei Segmentation of Histopathological Images Mar 7, 2018 Data Augmentation Segmentation
— Unverified Differential Expression Analysis of Dynamical Sequencing Count Data with a Gamma Markov Chain Mar 7, 2018 Data Augmentation
— Unverified New Results on Multi-Step Traffic Flow Prediction Mar 4, 2018 Data Augmentation Generative Adversarial Network
— Unverified GAN-based Synthetic Medical Image Augmentation for increased CNN Performance in Liver Lesion Classification Mar 3, 2018 Classification Computed Tomography (CT)
— Unverified Chest X-Ray Analysis of Tuberculosis by Deep Learning with Segmentation and Augmentation Mar 3, 2018 Data Augmentation Segmentation
Code Code Available 