A Hybrid Deep Learning Architecture for Leukemic B-lymphoblast Classification Sep 26, 2019 Classification Data Augmentation
— Unverified Classification of Histopathological Biopsy Images Using Ensemble of Deep Learning Networks Sep 26, 2019 Binary Classification Classification
— Unverified Adaptive Data Augmentation with Deep Parallel Generative Models Sep 25, 2019 BIG-bench Machine Learning Data Augmentation
— Unverified Resizable Neural Networks Sep 25, 2019 Data Augmentation Neural Architecture Search
— Unverified When Covariate-shifted Data Augmentation Increases Test Error And How to Fix It Sep 25, 2019 Data Augmentation regression
— Unverified Data Augmentation in Training CNNs: Injecting Noise to Images Sep 25, 2019 Data Augmentation image-classification
— Unverified On Incorporating Semantic Prior Knowlegde in Deep Learning Through Embedding-Space Constraints Sep 25, 2019 Data Augmentation Question Answering
— Unverified Breaking the Data Barrier: Towards Robust Speech Translation via Adversarial Stability Training Sep 25, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Atalaya at TASS 2019: Data Augmentation and Robust Embeddings for Sentiment Analysis Sep 25, 2019 Data Augmentation Sentiment Analysis
— Unverified Regularising Deep Networks with Deep Generative Models Sep 25, 2019 Data Augmentation Imputation
— Unverified Locally adaptive activation functions with slope recovery term for deep and physics-informed neural networks Sep 25, 2019 Data Augmentation
— Unverified Speech Recognition with Augmented Synthesized Speech Sep 25, 2019 Data Augmentation Diversity
— Unverified Invariant Transform Experience Replay: Data Augmentation for Deep Reinforcement Learning Sep 24, 2019 Data Augmentation Deep Reinforcement Learning
Code Code Available 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 Technical report on Conversational Question Answering Sep 24, 2019 Conversational Question Answering Data Augmentation
— Unverified Handwritten Amharic Character Recognition Using a Convolutional Neural Network Sep 23, 2019 Data Augmentation Multi-Task Learning
— Unverified How to improve CNN-based 6-DoF camera pose estimation Sep 23, 2019 Camera Pose Estimation Data Augmentation
— Unverified Deep Multi-Facial patches Aggregation Network for Expression Classification from Face Images Sep 23, 2019 Data Augmentation Emotional Intelligence
— Unverified Adversarial Learning of General Transformations for Data Augmentation Sep 21, 2019 Data Augmentation Decoder
— Unverified Retro-Actions: Learning 'Close' by Time-Reversing 'Open' Videos Sep 20, 2019 Data Augmentation Video Recognition
— Unverified Context-Aware Image Matting for Simultaneous Foreground and Alpha Estimation Sep 20, 2019 Data Augmentation Decoder
Code Code Available 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 Triplet-Aware Scene Graph Embeddings Sep 19, 2019 Data Augmentation Graph Embedding
— 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 Espresso: A Fast End-to-end Neural Speech Recognition Toolkit Sep 18, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Unsupervised Sketch-to-Photo Synthesis Sep 18, 2019 Colorization Data Augmentation
Code Code Available 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 Self-Paced Video Data Augmentation with Dynamic Images Generated by Generative Adversarial Networks Sep 16, 2019 Data Augmentation General Classification
— Unverified MFCC-based Recurrent Neural Network for Automatic Clinical Depression Recognition and Assessment from Speech Sep 16, 2019 Data Augmentation Transfer Learning
— 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 Multilingual Graphemic Hybrid ASR with Massive Data Augmentation Sep 14, 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 Sequence-to-sequence Pre-training with Data Augmentation for Sentence Rewriting Sep 13, 2019 Data Augmentation Formality Style Transfer
— Unverified Hierarchical Scene Coordinate Classification and Regression for Visual Localization Sep 13, 2019 Classification Data Augmentation
— Unverified Probing the Information Encoded in X-vectors Sep 13, 2019 Data Augmentation Sentence
— Unverified Reinforcement Learning for Portfolio Management Sep 12, 2019 Data Augmentation Management
Code Code Available Frustratingly Easy Natural Question Answering Sep 11, 2019 Data Augmentation Natural Questions
— Unverified PDA: Progressive Data Augmentation for General Robustness of Deep Neural Networks Sep 11, 2019 Data Augmentation
— Unverified Sunny and Dark Outside?! Improving Answer Consistency in VQA through Entailed Question Generation Sep 10, 2019 Common Sense Reasoning Data Augmentation
— Unverified Improving the Explainability of Neural Sentiment Classifiers via Data Augmentation Sep 10, 2019 Data Augmentation General Classification
— Unverified MULE: Multimodal Universal Language Embedding Sep 8, 2019 Data Augmentation Machine Translation
— Unverified On the Need for Topology-Aware Generative Models for Manifold-Based Defenses Sep 7, 2019 Data Augmentation
— Unverified An Auxiliary Classifier Generative Adversarial Framework for Relation Extraction Sep 6, 2019 Data Augmentation Relation
— Unverified 