Cross Attention Network for Few-shot Classification Oct 17, 2019 Classification General Classification
Code Code Available Contextual Joint Factor Acoustic Embeddings Oct 16, 2019 Classification Decoder
— Unverified FewRel 2.0: Towards More Challenging Few-Shot Relation Classification Oct 16, 2019 Classification Domain Adaptation
Code Code Available Conditional Learning of Fair Representations Oct 16, 2019 Classification Fairness
— Unverified Using Supervised Learning to Classify Metadata of Research Data by Discipline of Research Oct 16, 2019 Classification General Classification
— Unverified VFNet: A Convolutional Architecture for Accent Classification Oct 15, 2019 Classification General Classification
— Unverified Quantifying Classification Uncertainty using Regularized Evidential Neural Networks Oct 15, 2019 Classification General Classification
— Unverified Optimizing Convolutional Neural Networks for Embedded Systems by Means of Neuroevolution Oct 15, 2019 Classification General Classification
— Unverified Jointly Discriminative and Generative Recurrent Neural Networks for Learning from fMRI Oct 15, 2019 Classification General Classification
— Unverified Acoustic Scene Classification Based on a Large-margin Factorized CNN Oct 14, 2019 Acoustic Scene Classification Classification
— Unverified Interpretable Text Classification Using CNN and Max-pooling Oct 14, 2019 Classification General Classification
— Unverified Adaptive Transfer Learning of Multi-View Time Series Classification Oct 14, 2019 Classification Density Estimation
— Unverified STANCY: Stance Classification Based on Consistency Cues Oct 14, 2019 Classification General Classification
Code Code Available Progress Notes Classification and Keyword Extraction using Attention-based Deep Learning Models with BERT Oct 13, 2019 Classification Deep Learning
— Unverified Adaptive template systems: Data-driven feature selection for learning with persistence diagrams Oct 13, 2019 Classification feature selection
— Unverified Cross-Domain Image Classification through Neural-Style Transfer Data Augmentation Oct 12, 2019 Classification Data Augmentation
Code Code Available SmokEng: Towards Fine-grained Classification of Tobacco-related Social Media Text Oct 12, 2019 Classification General Classification
Code Code Available Time series classification for varying length series Oct 10, 2019 Classification General Classification
— Unverified On the Effects of Pseudo and Quantum Random Number Generators in Soft Computing Oct 10, 2019 Classification CPU
— Unverified Universal Adversarial Perturbation for Text Classification Oct 10, 2019 Adversarial Text Classification
— Unverified Multi-label Categorization of Accounts of Sexism using a Neural Framework Oct 10, 2019 Classification General Classification
Code Code Available Multi-Stage Pathological Image Classification using Semantic Segmentation Oct 10, 2019 Classification General Classification
— Unverified Cribriform pattern detection in prostate histopathological images using deep learning models Oct 9, 2019 Classification Deep Learning
— Unverified Dynamic Mode Decomposition based feature for Image Classification Oct 8, 2019 BIG-bench Machine Learning Classification
Code Code Available Deep Network Classification by Scattering and Homotopy Dictionary Learning Oct 8, 2019 Classification Dictionary Learning
Code Code Available Observer Dependent Lossy Image Compression Oct 8, 2019 Classification General Classification
Code Code Available Directional Adversarial Training for Cost Sensitive Deep Learning Classification Applications Oct 8, 2019 Classification Deep Learning
— Unverified Multi-label Detection and Classification of Red Blood Cells in Microscopic Images Oct 7, 2019 Cell Detection Classification
— Unverified Deep Neural Network Compression for Image Classification and Object Detection Oct 7, 2019 Classification Clustering
Code Code Available Human Action Sequence Classification Oct 7, 2019 Action Classification Action Localization
— Unverified Weighted graphlets and deep neural networks for protein structure classification Oct 7, 2019 Classification General Classification
— Unverified Rethinking Kernel Methods for Node Representation Learning on Graphs Oct 6, 2019 Classification General Classification
Code Code Available Text Level Graph Neural Network for Text Classification Oct 6, 2019 Classification General Classification
Code Code Available ChaosNet: A Chaos based Artificial Neural Network Architecture for Classification Oct 6, 2019 Classification General Classification
Code Code Available A Comparison Study on Nonlinear Dimension Reduction Methods with Kernel Variations: Visualization, Optimization and Classification Oct 4, 2019 Classification Dimensionality Reduction
— Unverified Multi-level Gated Recurrent Neural Network for Dialog Act Classification Oct 4, 2019 Classification Dialog Act Classification
— 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 Objective Human Affective Vocal Expression Detection and Automatic Classification with Stochastic Models and Learning Systems Oct 4, 2019 Classification Emotion Classification
— Unverified Tensor-based algorithms for image classification Oct 4, 2019 BIG-bench Machine Learning Classification
Code Code Available Partial differential equation regularization for supervised machine learning Oct 3, 2019 BIG-bench Machine Learning 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 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 Scalable Verified Training for Provably Robust Image Classification 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 Machine Translation for Machines: the Sentiment Classification Use Case Oct 1, 2019 Classification General Classification
— Unverified 