Gaussian Affinity for Max-Margin Class Imbalanced Learning Oct 1, 2019 Classification Clustering
— Unverified Data Augmentation Based on Distributed Expressions in Text Classification Tasks Oct 1, 2019 Classification Data Augmentation
— Unverified Auto-FPN: Automatic Network Architecture Adaptation for Object Detection Beyond Classification Oct 1, 2019 Classification General Classification
— Unverified DANet: Divergent Activation for Weakly Supervised Object Localization Oct 1, 2019 Classification General Classification
Code Code Available Latent-Variable Generative Models for Data-Efficient Text Classification Oct 1, 2019 Classification General Classification
— Unverified A Weakly Supervised Fine Label Classifier Enhanced by Coarse Supervision Oct 1, 2019 Classification General Classification
— Unverified Lexical Features Are More Vulnerable, Syntactic Features Have More Predictive Power Sep 30, 2019 Classification General Classification
— Unverified A Hierarchical Convolutional Neural Network for Malware Classification Sep 30, 2019 Classification General Classification
— Unverified An Object Detection by using Adaptive Structural Learning of Deep Belief Network Sep 30, 2019 Classification General Classification
— Unverified Interpretable Convolutional Neural Networks for Preterm Birth Classification Sep 30, 2019 Classification Interpretable Machine Learning
— Unverified Weakly Supervised Attention Networks for Fine-Grained Opinion Mining and Public Health Sep 30, 2019 Classification General Classification
— Unverified Residual Attention Graph Convolutional Network for Geometric 3D Scene Classification Sep 30, 2019 Classification General Classification
— Unverified Re-learning of Child Model for Misclassified data by using KL Divergence in AffectNet: A Database for Facial Expression Sep 30, 2019 Classification General Classification
— Unverified Nonzero-sum Adversarial Hypothesis Testing Games Sep 28, 2019 Classification General Classification
Code Code Available W-RNN: News text classification based on a Weighted RNN Sep 28, 2019 Classification General Classification
— Unverified Genetic Programming and Gradient Descent: A Memetic Approach to Binary Image Classification Sep 28, 2019 Binary Classification Classification
Code Code Available META^2: Memory-efficient taxonomic classification and abundance estimation for metagenomics with deep learning Sep 28, 2019 Classification Deep Learning
Code Code Available Generalized Zero-shot ICD Coding Sep 28, 2019 Classification General Classification
— Unverified Interpreting Undesirable Pixels for Image Classification on Black-Box Models Sep 27, 2019 Classification General Classification
— Unverified Deep neural networks for automated classification of colorectal polyps on histopathology slides: A multi-institutional evaluation Sep 27, 2019 Classification Diagnostic
— Unverified Lower Bounds on Adversarial Robustness from Optimal Transport Sep 26, 2019 Adversarial Robustness Classification
Code Code Available Classification of Histopathological Biopsy Images Using Ensemble of Deep Learning Networks Sep 26, 2019 Binary Classification Classification
— Unverified A Hybrid Deep Learning Architecture for Leukemic B-lymphoblast Classification Sep 26, 2019 Classification Data Augmentation
— Unverified Hyperspectral Image Classification With Context-Aware Dynamic Graph Convolutional Network Sep 26, 2019 Classification General Classification
— Unverified Two-stage Image Classification Supervised by a Single Teacher Single Student Model Sep 26, 2019 Classification General Classification
Code Code Available RADE: Resource-Efficient Supervised Anomaly Detection Using Decision Tree-Based Ensemble Methods Sep 26, 2019 Anomaly Detection Classification
— Unverified Subgraph Attention for Node Classification and Hierarchical Graph Pooling Sep 25, 2019 Classification Graph Classification
— Unverified Unsupervised Universal Self-Attention Network for Graph Classification Sep 25, 2019 Classification Graph Classification
— Unverified The Power of Communities: A Text Classification Model with Automated Labeling Process Using Network Community Detection Sep 25, 2019 Articles Classification
— Unverified Semantic Pruning for Single Class Interpretability Sep 25, 2019 Classification
— Unverified Uncertainty-Aware Prediction for Graph Neural Networks Sep 25, 2019 Classification Node Classification
— Unverified Unsupervised domain adaptation with imputation Sep 25, 2019 Classification Domain Adaptation
— Unverified Soft Token Matching for Interpretable Low-Resource Classification Sep 25, 2019 Classification text-classification
— Unverified Towards Automated Biometric Identification of Sea Turtles (Chelonia mydas) Sep 25, 2019 Classification General Classification
— Unverified Salient Explanation for Fine-grained Classification Sep 25, 2019 Classification Object Recognition
— Unverified Out-of-distribution Detection in Few-shot Classification Sep 25, 2019 Classification Out-of-Distribution Detection
— Unverified SAFE-DNN: A Deep Neural Network with Spike Assisted Feature Extraction for Noise Robust Inference Sep 25, 2019 Classification
— Unverified Omnibus Dropout for Improving The Probabilistic Classification Outputs of ConvNets Sep 25, 2019 Active Learning Classification
— Unverified Laconic Image Classification: Human vs. Machine Performance Sep 25, 2019 Classification image-classification
— Unverified Deep Multiple Instance Learning with Gaussian Weighting Sep 25, 2019 Classification Multiple Instance Learning
— Unverified Gaussian Conditional Random Fields for Classification Sep 25, 2019 Binary Classification Classification
— Unverified Empirical confidence estimates for classification by deep neural networks Sep 25, 2019 Classification
— Unverified Automated identification of neural cells in the multi-photon images using deep-neural networks Sep 25, 2019 Classification General Classification
— Unverified A New Multi-input Model with the Attention Mechanism for Text Classification Sep 25, 2019 Classification text-classification
— Unverified Dirichlet Wrapper to Quantify Classification Uncertainty in Black-Box Systems Sep 25, 2019 Classification
— Unverified A Kolmogorov Complexity Approach to Generalization in Deep Learning Sep 25, 2019 Classification Deep Learning
— Unverified Classification Logit Two-sample Testing by Neural Networks Sep 25, 2019 Classification General Classification
Code Code Available Are Few-shot Learning Benchmarks Too Simple ? Sep 25, 2019 Classification Few-Shot Learning
— Unverified Classification Attention for Chinese NER Sep 25, 2019 Chinese Named Entity Recognition Classification
— Unverified Amharic Negation Handling Sep 25, 2019 Classification Negation
— Unverified 