Synthetic Image Augmentation for Improved Classification using Generative Adversarial Networks Jul 31, 2019 Data Augmentation General Classification
— Unverified Safe Augmentation: Learning Task-Specific Transformations from Data Jul 30, 2019 Data Augmentation
Code Code Available Salient Slices: Improved Neural Network Training and Performance with Image Entropy Jul 29, 2019 Data Augmentation Diversity
— Unverified Segmenting Hyperspectral Images Using Spectral-Spatial Convolutional Neural Networks With Training-Time Data Augmentation Jul 27, 2019 Data Augmentation General Classification
— Unverified BSUV-Net: A Fully-Convolutional Neural Network for Background Subtraction of Unseen Videos Jul 26, 2019 Data Augmentation Object Tracking
Code Code Available Deep Learning for Classification and Severity Estimation of Coffee Leaf Biotic Stress Jul 26, 2019 Data Augmentation General Classification
Code Code Available Submission to ActivityNet Challenge 2019: Task B Spatio-temporal Action Localization Jul 25, 2019 Action Localization Data Augmentation
— Unverified A Group-Theoretic Framework for Data Augmentation Jul 25, 2019 Data Augmentation Image Classification
Code Code Available Synthetic Augmentation and Feature-based Filtering for Improved Cervical Histopathology Image Classification Jul 24, 2019 Data Augmentation General Classification
— Unverified A CNN-based tool for automatic tongue contour tracking in ultrasound images Jul 24, 2019 Data Augmentation
Code Code Available Dynamic Facial Expression Generation on Hilbert Hypersphere with Conditional Wasserstein Generative Adversarial Nets Jul 23, 2019 Data Augmentation Emotion Recognition
— Unverified Dr.Quad at MEDIQA 2019: Towards Textual Inference and Question Entailment using contextualized representations Jul 23, 2019 Data Augmentation Natural Language Inference
— Unverified Effortless Deep Training for Traffic Sign Detection Using Templates and Arbitrary Natural Images Jul 23, 2019 Autonomous Driving Data Augmentation
Code Code Available Domain specific cues improve robustness of deep learning based segmentation of ct volumes Jul 23, 2019 Computed Tomography (CT) Data Augmentation
— Unverified Node Attribute Generation on Graphs Jul 23, 2019 Attribute Data Augmentation
Code Code Available Semi-Supervised Learning by Disentangling and Self-Ensembling Over Stochastic Latent Space Jul 22, 2019 Data Augmentation Multi-Label Classification
Code Code Available Understanding Adversarial Robustness Through Loss Landscape Geometries Jul 22, 2019 Adversarial Robustness Data Augmentation
— Unverified Post-synaptic potential regularization has potential Jul 19, 2019 Classification Data Augmentation
Code Code Available A Computer Vision Application for Assessing Facial Acne Severity from Selfie Images Jul 18, 2019 Data Augmentation Transfer Learning
— Unverified Data augmentation with Symbolic-to-Real Image Translation GANs for Traffic Sign Recognition Jul 17, 2019 Autonomous Driving Data Augmentation
— Unverified Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming Jul 17, 2019 Autonomous Driving Benchmarking
Code Code Available Human Pose Estimation for Real-World Crowded Scenarios Jul 16, 2019 Data Augmentation Object Recognition
Code Code Available Natural Adversarial Examples Jul 16, 2019 Adversarial Attack Data Augmentation
Code Code Available Neural Language Model Based Training Data Augmentation for Weakly Supervised Early Rumor Detection Jul 16, 2019 Data Augmentation Language Modeling
Code Code Available Integrating the Data Augmentation Scheme with Various Classifiers for Acoustic Scene Modeling Jul 15, 2019 Acoustic Scene Classification Data Augmentation
— Unverified Deep Sequential Mosaicking of Fetoscopic Videos Jul 15, 2019 Data Augmentation
Code Code Available Multi-hop Federated Private Data Augmentation with Sample Compression Jul 15, 2019 Data Augmentation
— Unverified Microsoft Translator at WMT 2019: Towards Large-Scale Document-Level Neural Machine Translation Jul 14, 2019 Data Augmentation Machine Translation
— Unverified FMRI data augmentation via synthesis Jul 13, 2019 Data Augmentation Generative Adversarial Network
— Unverified A Deep Learning Approach for Real-Time 3D Human Action Recognition from Skeletal Data Jul 8, 2019 3D Action Recognition Action Recognition
— Unverified Multiple Generative Models Ensemble for Knowledge-Driven Proactive Human-Computer Dialogue Agent Jul 8, 2019 Data Augmentation Decoder
Code Code Available Affine Disentangled GAN for Interpretable and Robust AV Perception Jul 6, 2019 Adversarial Attack Autonomous Vehicles
— Unverified The DKU Replay Detection System for the ASVspoof 2019 Challenge: On Data Augmentation, Feature Representation, Classification, and Fusion Jul 5, 2019 Data Augmentation General Classification
— Unverified End-to-End Speech Recognition with High-Frame-Rate Features Extraction Jul 3, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Astraea: Self-balancing Federated Learning for Improving Classification Accuracy of Mobile Deep Learning Applications Jul 2, 2019 Data Augmentation Edge-computing
Code Code Available CONAN - COunter NArratives through Nichesourcing: a Multilingual Dataset of Responses to Fight Online Hate Speech Jul 1, 2019 Data Augmentation Translation
Code Code Available On the Summarization of Consumer Health Questions Jul 1, 2019 Data Augmentation Question Answering
Code Code Available Improving the Robustness of Question Answering Systems to Question Paraphrasing Jul 1, 2019 Data Augmentation Question Answering
Code Code Available Neural Fuzzy Repair: Integrating Fuzzy Matches into Neural Machine Translation Jul 1, 2019 Data Augmentation Machine Translation
— Unverified The University of Sydney's Machine Translation System for WMT19 Jun 30, 2019 Data Augmentation Machine Translation
— Unverified Effective Rotation-invariant Point CNN with Spherical Harmonics kernels Jun 27, 2019 Data Augmentation
Code Code Available Learning Data Augmentation Strategies for Object Detection Jun 26, 2019 Data Augmentation Image Augmentation
Code Code Available Further advantages of data augmentation on convolutional neural networks Jun 26, 2019 Data Augmentation
— Unverified Mixup of Feature Maps in a Hidden Layer for Training of Convolutional Neural Network Jun 24, 2019 Data Augmentation image-classification
— Unverified Bias Correction of Learned Generative Models using Likelihood-Free Importance Weighting Jun 23, 2019 Data Augmentation
Code Code Available Detection of Myocardial Infarction Based on Novel Deep Transfer Learning Methods for Urban Healthcare in Smart Cities Jun 22, 2019 Data Augmentation Diagnostic
— Unverified A Fourier Perspective on Model Robustness in Computer Vision Jun 21, 2019 Data Augmentation
— Unverified Adversarial Self-Paced Learning for Mixture Models of Hawkes Processes Jun 20, 2019 Data Augmentation
— Unverified Efficient data augmentation using graph imputation neural networks Jun 20, 2019 Data Augmentation Imputation
— Unverified Data Interpolating Prediction: Alternative Interpretation of Mixup Jun 20, 2019 Data Augmentation General Classification
— Unverified 