Learning to Detect Instantaneous Changes with Retrospective Convolution and Static Sample Synthesis Nov 20, 2018 Change Detection Data Augmentation
— Unverified Analysis of DNN Speech Signal Enhancement for Robust Speaker Recognition Nov 19, 2018 Data Augmentation Denoising
— Unverified Can Synthetic Faces Undo the Damage of Dataset Bias to Face Recognition and Facial Landmark Detection? Nov 19, 2018 Data Augmentation Face Model
Code Code Available Transfer Learning with Deep CNNs for Gender Recognition and Age Estimation Nov 18, 2018 Age Estimation Data Augmentation
— Unverified Deep learning framework DNN with conditional WGAN for protein solubility prediction Nov 17, 2018 BIG-bench Machine Learning Data Augmentation
— Unverified Detecting Incongruity Between News Headline and Body Text via a Deep Hierarchical Encoder Nov 17, 2018 Articles Data Augmentation
Code Code Available Integrating domain knowledge: using hierarchies to improve deep classifiers Nov 17, 2018 Data Augmentation General Classification
— Unverified Stacking-Based Deep Neural Network: Deep Analytic Network for Pattern Classification Nov 17, 2018 CPU Data Augmentation
Code Code Available AclNet: efficient end-to-end audio classification CNN Nov 16, 2018 Audio Classification Classification
— Unverified ProstateGAN: Mitigating Data Bias via Prostate Diffusion Imaging Synthesis with Generative Adversarial Networks Nov 14, 2018 Data Augmentation Image Generation
— Unverified Deep Neural Network Augmentation: Generating Faces for Affect Analysis Nov 12, 2018 Data Augmentation Face Generation
— Unverified Automatic kidney segmentation in ultrasound images using subsequent boundary distance regression and pixelwise classification networks Nov 12, 2018 Classification Data Augmentation
— Unverified Learning data augmentation policies using augmented random search Nov 12, 2018 Data Augmentation reinforcement-learning
Code Code Available Imagining an Engineer: On GAN-Based Data Augmentation Perpetuating Biases Nov 9, 2018 Data Augmentation
— Unverified ColorUNet: A convolutional classification approach to colorization Nov 7, 2018 Classification Colorization
— Unverified An amplitudes-perturbation data augmentation method in convolutional neural networks for EEG decoding Nov 6, 2018 Brain Computer Interface Data Augmentation
— Unverified Code-switching Sentence Generation by Generative Adversarial Networks and its Application to Data Augmentation Nov 6, 2018 Data Augmentation Generative Adversarial Network
Code Code Available Hide-and-Seek: A Data Augmentation Technique for Weakly-Supervised Localization and Beyond Nov 6, 2018 Action Localization Data Augmentation
Code Code Available Texture Synthesis Guided Deep Hashing for Texture Image Retrieval Nov 4, 2018 Data Augmentation Deep Hashing
— Unverified Automated Theorem Proving in Intuitionistic Propositional Logic by Deep Reinforcement Learning Nov 2, 2018 Automated Theorem Proving Data Augmentation
— Unverified The Knowref Coreference Corpus: Removing Gender and Number Cues for Difficult Pronominal Anaphora Resolution Nov 2, 2018 Common Sense Reasoning coreference-resolution
Code Code Available Pixel Level Data Augmentation for Semantic Image Segmentation using Generative Adversarial Networks Nov 1, 2018 Data Augmentation Image Segmentation
— Unverified On the End-to-End Solution to Mandarin-English Code-switching Speech Recognition Nov 1, 2018 Data Augmentation Language Identification
Code Code Available Hallucinations in neural machine translation Oct 30, 2018 Data Augmentation Decoder
— Unverified Disentangling Correlated Speaker and Noise for Speech Synthesis via Data Augmentation and Adversarial Factorization Oct 30, 2018 Data Augmentation Disentanglement
— Unverified Shape and Margin-Aware Lung Nodule Classification in Low-dose CT Images via Soft Activation Mapping Oct 30, 2018 Data Augmentation General Classification
— Unverified Automatic CNN-based detection of cardiac MR motion artefacts using k-space data augmentation and curriculum learning Oct 29, 2018 Data Augmentation General Classification
— Unverified Low-shot Learning via Covariance-Preserving Adversarial Augmentation Networks Oct 27, 2018 Data Augmentation Generative Adversarial Network
— Unverified Deep Poisson gamma dynamical systems Oct 26, 2018 Data Augmentation Time Series
— Unverified Training of a Skull-Stripping Neural Network with efficient data augmentation Oct 25, 2018 Data Augmentation Skull Stripping
Code Code Available An Adversarial Learning Approach to Medical Image Synthesis for Lesion Detection Oct 25, 2018 Data Augmentation General Classification
— Unverified Learn to Code-Switch: Data Augmentation using Copy Mechanism on Language Modeling Oct 24, 2018 Data Augmentation Language Modeling
— Unverified DSFD: Dual Shot Face Detector Oct 24, 2018 Data Augmentation Face Detection
Code Code Available Improving label efficiency through multi-task learning on auditory data Oct 22, 2018 Data Augmentation Multi-Task Learning
— Unverified Proactive Security: Embedded AI Solution for Violent and Abusive Speech Recognition Oct 22, 2018 Data Augmentation speech-recognition
— Unverified Deep multi-survey classification of variable stars Oct 21, 2018 BIG-bench Machine Learning Classification
— Unverified Detecting cities in aerial night-time images by learning structural invariants using single reference augmentation Oct 19, 2018 Data Augmentation
— Unverified Nonparametric Bayesian Lomax delegate racing for survival analysis with competing risks Oct 19, 2018 Data Augmentation Survival Analysis
Code Code Available Automatic Brain Tumor Segmentation using Convolutional Neural Networks with Test-Time Augmentation Oct 18, 2018 Brain Tumor Segmentation Data Augmentation
— Unverified Multi-Source Neural Machine Translation with Data Augmentation Oct 16, 2018 Data Augmentation Machine Translation
— Unverified Ubicoustics: Plug-and-Play Acoustic Activity Recognition Oct 14, 2018 Activity Recognition Audio Classification
Code Code Available Learning to fail: Predicting fracture evolution in brittle material models using recurrent graph convolutional neural networks Oct 14, 2018 Data Augmentation
— Unverified Temporal Convolutional Memory Networks for Remaining Useful Life Estimation of Industrial Machinery Oct 12, 2018 Data Augmentation
Code Code Available Efficient Augmentation via Data Subsampling Oct 11, 2018 Data Augmentation Image Augmentation
— Unverified Perfusion parameter estimation using neural networks and data augmentation Oct 11, 2018 Data Augmentation Decision Making
— Unverified PANDA: AdaPtive Noisy Data Augmentation for Regularization of Undirected Graphical Models Oct 11, 2018 Data Augmentation Variable Selection
— Unverified Automatic Configuration of Deep Neural Networks with EGO Oct 10, 2018 Data Augmentation global-optimization
Code Code Available Invariance Analysis of Saliency Models versus Human Gaze During Scene Free Viewing Oct 10, 2018 Data Augmentation
Code Code Available SECOND: Sparsely Embedded Convolutional Detection Oct 6, 2018 3D Object Detection Autonomous Driving
Code Code Available Deep Geodesic Learning for Segmentation and Anatomical Landmarking Oct 6, 2018 Anatomy Data Augmentation
— Unverified 