Gated Multi-Task Network for Text Classification Jun 1, 2018 Classification General Classification
— Unverified Hierarchical neural model with attention mechanisms for the classification of social media text related to mental health Jun 1, 2018 Classification Decision Making
— Unverified deepSA2018 at SemEval-2018 Task 1: Multi-task Learning of Different Label for Affect in Tweets Jun 1, 2018 Classification General Classification
— Unverified Accurate and Efficient Similarity Search for Large Scale Face Recognition Jun 1, 2018 Classification Face Recognition
— Unverified Learning Domain Representation for Multi-Domain Sentiment Classification Jun 1, 2018 Classification General Classification
— Unverified CLEAR: Cumulative LEARning for One-Shot One-Class Image Recognition Jun 1, 2018 Classification General Classification
— Unverified Early Text Classification Using Multi-Resolution Concept Representations Jun 1, 2018 Classification Depression Detection
— Unverified Large-Margin Classification in Hyperbolic Space Jun 1, 2018 Classification General Classification
Code Code Available A Classification approach towards Unsupervised Learning of Visual Representations Jun 1, 2018 Classification General Classification
Code Code Available ISCLAB at SemEval-2018 Task 1: UIR-Miner for Affect in Tweets Jun 1, 2018 Classification Emotion Classification
— Unverified Modeling Inter-Aspect Dependencies for Aspect-Based Sentiment Analysis Jun 1, 2018 Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA)
Code Code Available HydraNets: Specialized Dynamic Architectures for Efficient Inference Jun 1, 2018 Classification Computational Efficiency
— Unverified Classification-Driven Dynamic Image Enhancement Jun 1, 2018 Classification General Classification
— Unverified HOPF: Higher Order Propagation Framework for Deep Collective Classification May 31, 2018 Attribute Classification
Code Code Available DeepMiner: Discovering Interpretable Representations for Mammogram Classification and Explanation May 31, 2018 Classification General Classification
Code Code Available A Method Based on Convex Cone Model for Image-Set Classification with CNN Features May 31, 2018 Classification General Classification
— Unverified Lip Reading Using Convolutional Auto Encoders as Feature Extractor May 31, 2018 Classification General Classification
— Unverified Fast Context-Annotated Classification of Different Types of Web Service Descriptions May 31, 2018 Classification Cloud Computing
— Unverified Multiaccuracy: Black-Box Post-Processing for Fairness in Classification May 31, 2018 Classification Fairness
Code Code Available Rotation Equivariance and Invariance in Convolutional Neural Networks May 31, 2018 Classification General Classification
Code Code Available Multiple Manifolds Metric Learning with Application to Image Set Classification May 30, 2018 Classification Face Recognition
— Unverified Multi-function Convolutional Neural Networks for Improving Image Classification Performance May 30, 2018 Classification General Classification
— Unverified CuisineNet: Food Attributes Classification using Multi-scale Convolution Network May 30, 2018 Classification Cultural Vocal Bursts Intensity Prediction
— Unverified Classification with imperfect training labels May 29, 2018 Classification General Classification
— Unverified Rice Classification Using Spatio-Spectral Deep Convolutional Neural Network May 29, 2018 Classification General Classification
Code Code Available On Robust Trimming of Bayesian Network Classifiers May 29, 2018 Classification General Classification
Code Code Available Object-Level Representation Learning for Few-Shot Image Classification May 28, 2018 Classification Few-Shot Image Classification
— Unverified Training Medical Image Analysis Systems like Radiologists May 28, 2018 BIG-bench Machine Learning Classification
— Unverified Syntactic Dependency Representations in Neural Relation Classification May 28, 2018 Classification General Classification
— Unverified Adaptive neural network classifier for decoding MEG signals May 28, 2018 Brain Computer Interface Classification
— Unverified CapsNet comparative performance evaluation for image classification May 28, 2018 Classification General Classification
— Unverified Dirichlet-based Gaussian Processes for Large-scale Calibrated Classification May 28, 2018 Classification Gaussian Processes
Code Code Available A Simple Riemannian Manifold Network for Image Set Classification May 27, 2018 Classification Face Recognition
— Unverified Deep Convolutional Neural Networks for Map-Type Classification May 26, 2018 Classification General Classification
— Unverified Adversarial examples from computational constraints May 25, 2018 Binary Classification Classification
— Unverified Less is More: Simultaneous View Classification and Landmark Detection for Abdominal Ultrasound Images May 25, 2018 Classification General Classification
— Unverified Masked Conditional Neural Networks for Environmental Sound Classification May 25, 2018 Classification Environmental Sound Classification
Code Code Available Futuristic Classification with Dynamic Reference Frame Strategy May 25, 2018 Classification General Classification
— Unverified Underwater Fish Species Classification using Convolutional Neural Network and Deep Learning May 25, 2018 Classification General Classification
— Unverified Parallel Architecture and Hyperparameter Search via Successive Halving and Classification May 25, 2018 Classification General Classification
Code Code Available SOSELETO: A Unified Approach to Transfer Learning and Training with Noisy Labels May 24, 2018 Bilevel Optimization Classification
Code Code Available Dictionary Learning for Adaptive GPR Landmine Classification May 24, 2018 Classification Dictionary Learning
— Unverified RDF2Vec-based Classification of Ontology Alignment Changes May 23, 2018 Classification General Classification
— Unverified Semi-supervised classification by reaching consensus among modalities May 23, 2018 Classification General Classification
— Unverified Transfer Learning for Illustration Classification May 23, 2018 Classification General Classification
Code Code Available Quantum classification of the MNIST dataset with Slow Feature Analysis May 22, 2018 Benchmarking Classification
— Unverified Hyperspectral image classification via a random patches network May 22, 2018 Classification Few-Shot Image Classification
Code Code Available Classification Uncertainty of Deep Neural Networks Based on Gradient Information May 22, 2018 Classification General Classification
— Unverified Bias-Reduced Uncertainty Estimation for Deep Neural Classifiers May 21, 2018 Classification General Classification
— Unverified Localized Multiple Kernel Learning for Anomaly Detection: One-class Classification May 21, 2018 Anomaly Detection Classification
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