Joint translation and unit conversion for end-to-end localization Apr 10, 2020 Data Augmentation Translation
— Unverified Exemplar VAE: Linking Generative Models, Nearest Neighbor Retrieval, and Data Augmentation Apr 9, 2020 Data Augmentation Density Estimation
Code Code Available Self-supervised Equivariant Attention Mechanism for Weakly Supervised Semantic Segmentation Apr 9, 2020 Data Augmentation Semantic Segmentation
Code Code Available Injecting Numerical Reasoning Skills into Language Models Apr 9, 2020 Data Augmentation Decoder
Code Code Available Feature Re-Learning with Data Augmentation for Video Relevance Prediction Apr 8, 2020 Data Augmentation Retrieval
Code Code Available A machine learning methodology for real-time forecasting of the 2019-2020 COVID-19 outbreak using Internet searches, news alerts, and estimates from mechanistic models Apr 8, 2020 BIG-bench Machine Learning Clustering
Code Code Available Transfer learning and subword sampling for asymmetric-resource one-to-many neural translation Apr 8, 2020 Data Augmentation Denoising
Code Code Available Improving the Robustness of QA Models to Challenge Sets with Variational Question-Answer Pair Generation Apr 7, 2020 Data Augmentation Diversity
Code Code Available SA-UNet: Spatial Attention U-Net for Retinal Vessel Segmentation Apr 7, 2020 Data Augmentation Retinal Vessel Segmentation
Code Code Available Pyramid Focusing Network for mutation prediction and classification in CT images Apr 7, 2020 Computed Tomography (CT) Data Augmentation
— Unverified Re-translation versus Streaming for Simultaneous Translation Apr 7, 2020 Attribute Data Augmentation
— Unverified Inspector Gadget: A Data Programming-based Labeling System for Industrial Images Apr 7, 2020 BIG-bench Machine Learning Data Augmentation
— Unverified Probabilistic Spatial Transformer Networks Apr 7, 2020 Data Augmentation Time Series
Code Code Available Dense Residual Network for Retinal Vessel Segmentation Apr 7, 2020 Data Augmentation Retinal Vessel Segmentation
Code Code Available Attribute Mix: Semantic Data Augmentation for Fine Grained Recognition Apr 6, 2020 Attribute Attribute Mining
— Unverified Dictionary-based Data Augmentation for Cross-Domain Neural Machine Translation Apr 6, 2020 Data Augmentation Machine Translation
— Unverified Incorporating Bilingual Dictionaries for Low Resource Semi-Supervised Neural Machine Translation Apr 5, 2020 Data Augmentation Machine Translation
— Unverified CNN-MoE based framework for classification of respiratory anomalies and lung disease detection Apr 4, 2020 Data Augmentation Deep Learning
— Unverified ObjectNet Dataset: Reanalysis and Correction Apr 4, 2020 Data Augmentation Image Classification
Code Code Available Quantifying Data Augmentation for LiDAR based 3D Object Detection Apr 3, 2020 3D Object Detection Data Augmentation
— Unverified Cell Segmentation by Combining Marker-Controlled Watershed and Deep Learning Apr 3, 2020 Cell Detection Cell Segmentation
Code Code Available The RWTH ASR System for TED-LIUM Release 2: Improving Hybrid HMM with SpecAugment Apr 2, 2020 Data Augmentation
— Unverified Improving 3D Object Detection through Progressive Population Based Augmentation Apr 2, 2020 3D Object Detection Data Augmentation
— Unverified Rethinking Data Augmentation for Image Super-resolution: A Comprehensive Analysis and a New Strategy Apr 1, 2020 Data Augmentation Denoising
Code Code Available Deep Entity Matching with Pre-Trained Language Models Apr 1, 2020 Data Augmentation Entity Resolution
Code Code Available Physically Realizable Adversarial Examples for LiDAR Object Detection Apr 1, 2020 Adversarial Defense Autonomous Driving
— Unverified Self-Augmentation: Generalizing Deep Networks to Unseen Classes for Few-Shot Learning Apr 1, 2020 Data Augmentation Few-Shot Learning
— Unverified UniformAugment: A Search-free Probabilistic Data Augmentation Approach Mar 31, 2020 Data Augmentation GPU
Code Code Available Pathological Retinal Region Segmentation From OCT Images Using Geometric Relation Based Augmentation Mar 31, 2020 Data Augmentation Diversity
— Unverified Characterizing Speech Adversarial Examples Using Self-Attention U-Net Enhancement Mar 31, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Generative Latent Implicit Conditional Optimization when Learning from Small Sample Mar 31, 2020 Conditional Image Generation Data Augmentation
Code Code Available Low resource language dataset creation, curation and classification: Setswana and Sepedi -- Extended Abstract Mar 30, 2020 Data Augmentation General Classification
— Unverified Lesion Conditional Image Generation for Improved Segmentation of Intracranial Hemorrhage from CT Images Mar 30, 2020 Computed Tomography (CT) Conditional Image Generation
— Unverified Adversarial Feature Hallucination Networks for Few-Shot Learning Mar 30, 2020 Data Augmentation Diversity
Code Code Available An Open-source Tool for Hyperspectral Image Augmentation in Tensorflow Mar 30, 2020 Data Augmentation Deep Learning
Code Code Available Attentive CutMix: An Enhanced Data Augmentation Approach for Deep Learning Based Image Classification Mar 29, 2020 Data Augmentation Descriptive
— Unverified A Close Look at Deep Learning with Small Data Mar 28, 2020 Data Augmentation Deep Learning
— Unverified Gradient-based Data Augmentation for Semi-Supervised Learning Mar 28, 2020 Data Augmentation Diversity
— Unverified Efficient Domain Generalization via Common-Specific Low-Rank Decomposition Mar 28, 2020 Data Augmentation Domain Generalization
Code Code Available Lightweight Photometric Stereo for Facial Details Recovery Mar 27, 2020 3D Face Reconstruction Data Augmentation
Code Code Available Fashion Landmark Detection and Category Classification for Robotics Mar 26, 2020 Classification Data Augmentation
Code Code Available Instance Credibility Inference for Few-Shot Learning Mar 26, 2020 Data Augmentation Few-Shot Image Classification
Code Code Available Circumventing Outliers of AutoAugment with Knowledge Distillation Mar 25, 2020 Data Augmentation General Classification
Code Code Available Heavy-tailed Representations, Text Polarity Classification & Data Augmentation Mar 25, 2020 Attribute Classification
— Unverified Fast Cross-domain Data Augmentation through Neural Sentence Editing Mar 23, 2020 Data Augmentation Sentence
— Unverified On Calibration of Mixup Training for Deep Neural Networks Mar 22, 2020 Data Augmentation Uncertainty Quantification
Code Code Available ARDA: Automatic Relational Data Augmentation for Machine Learning Mar 21, 2020 BIG-bench Machine Learning Data Augmentation
Code Code Available Acoustic Scene Classification with Squeeze-Excitation Residual Networks Mar 20, 2020 Acoustic Scene Classification Classification
— Unverified RADIOGAN: Deep Convolutional Conditional Generative adversarial Network To Generate PET Images Mar 19, 2020 Data Augmentation Generative Adversarial Network
— Unverified Local Rotation Invariance in 3D CNNs Mar 19, 2020 Data Augmentation Texture Classification
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