A Comparison Study on Nonlinear Dimension Reduction Methods with Kernel Variations: Visualization, Optimization and Classification Oct 4, 2019 Classification Dimensionality Reduction
— Unverified Classification As Decoder: Trading Flexibility For Control In Neural Dialogue Oct 4, 2019 Classification Decoder
— Unverified Fine-grained Sentiment Classification using BERT Oct 4, 2019 Chinese Sentiment Analysis Classification
Code Code Available Multi-level Gated Recurrent Neural Network for Dialog Act Classification Oct 4, 2019 Classification Dialog Act Classification
— Unverified BUZz: BUffer Zones for defending adversarial examples in image classification Oct 3, 2019 Classification General Classification
— Unverified An empirical study of pretrained representations for few-shot classification Oct 3, 2019 Adversarial Robustness Classification
— Unverified Partial differential equation regularization for supervised machine learning Oct 3, 2019 BIG-bench Machine Learning Classification
— Unverified Mental Task Classification Using Electroencephalogram Signal Oct 2, 2019 Classification Decoder
Code Code Available W-Net: A CNN-based Architecture for White Blood Cells Image Classification Oct 2, 2019 Classification General Classification
Code Code Available The merits of Universal Language Model Fine-tuning for Small Datasets -- a case with Dutch book reviews Oct 2, 2019 Classification General Classification
Code Code Available Adversarially Robust Few-Shot Learning: A Meta-Learning Approach Oct 2, 2019 Classification Few-Shot Image Classification
Code Code Available 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 Gaussian Affinity for Max-Margin Class Imbalanced Learning Oct 1, 2019 Classification Clustering
— Unverified A Weakly Supervised Fine Label Classifier Enhanced by Coarse Supervision Oct 1, 2019 Classification General Classification
— Unverified Image Aesthetic Assessment Based on Pairwise Comparison A Unified Approach to Score Regression, Binary Classification, and Personalization Oct 1, 2019 Binary Classification Classification
— Unverified Scalable Verified Training for Provably Robust Image Classification Oct 1, 2019 Classification General Classification
— Unverified Latent-Variable Generative Models for Data-Efficient Text Classification Oct 1, 2019 Classification General Classification
— Unverified Machine Translation for Machines: the Sentiment Classification Use Case Oct 1, 2019 Classification General Classification
— Unverified Interpretable Convolutional Neural Networks for Preterm Birth Classification Sep 30, 2019 Classification Interpretable Machine Learning
— Unverified A Hierarchical Convolutional Neural Network for Malware Classification Sep 30, 2019 Classification General Classification
— Unverified Lexical Features Are More Vulnerable, Syntactic Features Have More Predictive Power 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 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 Residual Attention Graph Convolutional Network for Geometric 3D Scene Classification Sep 30, 2019 Classification General Classification
— Unverified Weakly Supervised Attention Networks for Fine-Grained Opinion Mining and Public Health Sep 30, 2019 Classification General Classification
— Unverified Pixel-Wise PolSAR Image Classification via a Novel Complex-Valued Deep Fully Convolutional Network Sep 29, 2019 Classification General Classification
Code Code Available 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 Generalized Zero-shot ICD Coding 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 Deep neural networks for automated classification of colorectal polyps on histopathology slides: A multi-institutional evaluation Sep 27, 2019 Classification Diagnostic
— Unverified Interpreting Undesirable Pixels for Image Classification on Black-Box Models Sep 27, 2019 Classification General 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 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 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 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 Soft Token Matching for Interpretable Low-Resource Classification Sep 25, 2019 Classification text-classification
— Unverified Subgraph Attention for Node Classification and Hierarchical Graph Pooling Sep 25, 2019 Classification Graph Classification
— Unverified Unsupervised domain adaptation with imputation Sep 25, 2019 Classification Domain Adaptation
— Unverified Salient Explanation for Fine-grained Classification Sep 25, 2019 Classification Object Recognition
— Unverified Omnibus Dropout for Improving The Probabilistic Classification Outputs of ConvNets Sep 25, 2019 Active Learning Classification
— Unverified ADAPTING PRETRAINED LANGUAGE MODELS FOR LONG DOCUMENT CLASSIFICATION Sep 25, 2019 Classification Document Classification
— Unverified Amharic Negation Handling Sep 25, 2019 Classification Negation
— Unverified 