Data Augmentation Based on Distributed Expressions in Text Classification Tasks Oct 1, 2019 Classification Data Augmentation
— Unverified AdaTransform: Adaptive Data Transformation Oct 1, 2019 Data Augmentation
— Unverified Student Specialization in Deep ReLU Networks With Finite Width and Input Dimension Sep 30, 2019 Data Augmentation Inductive Bias
— Unverified On Incorporating Semantic Prior Knowledge in Deep Learning Through Embedding-Space Constraints Sep 30, 2019 Data Augmentation Question Answering
— Unverified LIP: Learning Instance Propagation for Video Object Segmentation Sep 30, 2019 Data Augmentation Instance Segmentation
— Unverified Lifelong Neural Topic Learning in Contextualized Autoregressive Topic Models of Language via Informative Transfers Sep 29, 2019 Data Augmentation Hallucination
— Unverified Urban Sound Tagging using Convolutional Neural Networks Sep 27, 2019 Data Augmentation Environmental Sound Classification
Code Code Available Automatically Learning Data Augmentation Policies for Dialogue Tasks Sep 27, 2019 Data Augmentation Dialogue Generation
Code Code Available Explainable Deep Learning for Augmentation of sRNA Expression Profiles Sep 26, 2019 Data Augmentation Deep Learning
— Unverified Classification of Histopathological Biopsy Images Using Ensemble of Deep Learning Networks Sep 26, 2019 Binary Classification Classification
— Unverified Graph-Preserving Grid Layout: A Simple Graph Drawing Method for Graph Classification using CNNs Sep 26, 2019 Data Augmentation General Classification
— Unverified Learning the Difference that Makes a Difference with Counterfactually-Augmented Data Sep 26, 2019 counterfactual Data Augmentation
Code Code Available A Hybrid Deep Learning Architecture for Leukemic B-lymphoblast Classification Sep 26, 2019 Classification Data Augmentation
— Unverified Breast Cancer Diagnosis with Transfer Learning and Global Pooling Sep 26, 2019 Data Augmentation General Classification
— Unverified Breaking the Data Barrier: Towards Robust Speech Translation via Adversarial Stability Training Sep 25, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Regularising Deep Networks with Deep Generative Models Sep 25, 2019 Data Augmentation Imputation
— Unverified Speech Recognition with Augmented Synthesized Speech Sep 25, 2019 Data Augmentation Diversity
— Unverified When Covariate-shifted Data Augmentation Increases Test Error And How to Fix It Sep 25, 2019 Data Augmentation regression
— Unverified Resizable Neural Networks Sep 25, 2019 Data Augmentation Neural Architecture Search
— Unverified Data Augmentation in Training CNNs: Injecting Noise to Images Sep 25, 2019 Data Augmentation image-classification
— Unverified Adaptive Data Augmentation with Deep Parallel Generative Models Sep 25, 2019 BIG-bench Machine Learning Data Augmentation
— Unverified Atalaya at TASS 2019: Data Augmentation and Robust Embeddings for Sentiment Analysis Sep 25, 2019 Data Augmentation Sentiment Analysis
— Unverified Locally adaptive activation functions with slope recovery term for deep and physics-informed neural networks Sep 25, 2019 Data Augmentation
— Unverified On Incorporating Semantic Prior Knowlegde in Deep Learning Through Embedding-Space Constraints Sep 25, 2019 Data Augmentation Question Answering
— Unverified Invariant Transform Experience Replay: Data Augmentation for Deep Reinforcement Learning Sep 24, 2019 Data Augmentation Deep Reinforcement Learning
Code Code Available Technical report on Conversational Question Answering Sep 24, 2019 Conversational Question Answering Data Augmentation
— Unverified Temporal-Coded Deep Spiking Neural Network with Easy Training and Robust Performance Sep 24, 2019 Data Augmentation Object Recognition
Code Code Available Accept Synthetic Objects as Real: End-to-End Training of Attentive Deep Visuomotor Policies for Manipulation in Clutter Sep 24, 2019 Data Augmentation Imitation Learning
Code Code Available Deep Multi-Facial patches Aggregation Network for Expression Classification from Face Images Sep 23, 2019 Data Augmentation Emotional Intelligence
— Unverified How to improve CNN-based 6-DoF camera pose estimation Sep 23, 2019 Camera Pose Estimation Data Augmentation
— Unverified Handwritten Amharic Character Recognition Using a Convolutional Neural Network Sep 23, 2019 Data Augmentation Multi-Task Learning
— Unverified Adversarial Learning of General Transformations for Data Augmentation Sep 21, 2019 Data Augmentation Decoder
— Unverified Context-Aware Image Matting for Simultaneous Foreground and Alpha Estimation Sep 20, 2019 Data Augmentation Decoder
Code Code Available Retro-Actions: Learning 'Close' by Time-Reversing 'Open' Videos Sep 20, 2019 Data Augmentation Video Recognition
— Unverified Triplet-Aware Scene Graph Embeddings Sep 19, 2019 Data Augmentation Graph Embedding
— Unverified Data Augmentation Revisited: Rethinking the Distribution Gap between Clean and Augmented Data Sep 19, 2019 Data Augmentation image-classification
— Unverified Goal-Embedded Dual Hierarchical Model for Task-Oriented Dialogue Generation Sep 19, 2019 Data Augmentation Decoder
— Unverified Leveraging User Engagement Signals For Entity Labeling in a Virtual Assistant Sep 18, 2019 Data Augmentation Multi-Task Learning
— Unverified Cutting Music Source Separation Some Slakh: A Dataset to Study the Impact of Training Data Quality and Quantity Sep 18, 2019 Data Augmentation Music Source Separation
— Unverified Unsupervised Adaptation for Synthetic-to-Real Handwritten Word Recognition Sep 18, 2019 Data Augmentation Handwritten Text Recognition
— Unverified Cardiac MRI Image Segmentation for Left Ventricle and Right Ventricle using Deep Learning Sep 17, 2019 Data Augmentation Image Segmentation
— Unverified Progressive Fusion for Unsupervised Binocular Depth Estimation using Cycled Networks Sep 17, 2019 Data Augmentation Depth Estimation
Code Code Available MFCC-based Recurrent Neural Network for Automatic Clinical Depression Recognition and Assessment from Speech Sep 16, 2019 Data Augmentation Transfer Learning
— Unverified Self-Paced Video Data Augmentation with Dynamic Images Generated by Generative Adversarial Networks Sep 16, 2019 Data Augmentation General Classification
— Unverified Bridging the domain gap in cross-lingual document classification Sep 16, 2019 Classification Cross-Domain Document Classification
Code Code Available PedHunter: Occlusion Robust Pedestrian Detector in Crowded Scenes Sep 15, 2019 Data Augmentation Occlusion Handling
— Unverified Wasserstein Diffusion Tikhonov Regularization Sep 15, 2019 Data Augmentation
— Unverified Harnessing Indirect Training Data for End-to-End Automatic Speech Translation: Tricks of the Trade Sep 14, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Multilingual Graphemic Hybrid ASR with Massive Data Augmentation Sep 14, 2019 Data Augmentation
— Unverified Hierarchical Scene Coordinate Classification and Regression for Visual Localization Sep 13, 2019 Classification Data Augmentation
— Unverified 