Contrastive estimation reveals topic posterior information to linear models Mar 4, 2020 Classification Contrastive Learning
— Unverified Multiclass classification by sparse multinomial logistic regression Mar 4, 2020 Classification feature selection
— Unverified A multiple-instance densely-connected ConvNet for aerial scene classification Mar 3, 2020 Aerial Scene Classification Classification
Code Code Available DeepMAL -- Deep Learning Models for Malware Traffic Detection and Classification Mar 3, 2020 Classification Deep Learning
— Unverified Few-Shot Relation Learning with Attention for EEG-based Motor Imagery Classification Mar 3, 2020 Autonomous Driving Classification
— Unverified Benchmark Performance of Machine And Deep Learning Based Methodologies for Urdu Text Document Classification Mar 3, 2020 Automated Feature Engineering BIG-bench Machine Learning
— Unverified Fast Predictive Uncertainty for Classification with Bayesian Deep Networks Mar 2, 2020 Classification General Classification
Code Code Available Weakly-supervised Object Localization for Few-shot Learning and Fine-grained Few-shot Learning Mar 2, 2020 Classification Few-Shot Learning
— Unverified Deep Learning for Musculoskeletal Image Analysis Mar 1, 2020 Classification Deep Learning
— Unverified An Equivalence Between Private Classification and Online Prediction Mar 1, 2020 Classification General Classification
— Unverified Novelty-Prepared Few-Shot Classification Mar 1, 2020 Classification General Classification
Code Code Available An End-to-End Graph Convolutional Kernel Support Vector Machine Feb 29, 2020 Classification Feature Engineering
— Unverified Depth-Adaptive Graph Recurrent Network for Text Classification Feb 29, 2020 Classification General Classification
Code Code Available Conjugate-gradient-based Adam for stochastic optimization and its application to deep learning Feb 29, 2020 Classification General Classification
— Unverified VideoSSL: Semi-Supervised Learning for Video Classification Feb 29, 2020 Classification General Classification
— Unverified DROCC: Deep Robust One-Class Classification Feb 28, 2020 Anomaly Detection Classification
— Unverified Few-Shot Learning on Graphs via Super-Classes based on Graph Spectral Measures Feb 27, 2020 Active Learning Classification
Code Code Available Joint 2D-3D Breast Cancer Classification Feb 27, 2020 Breast Cancer Detection Cancer Classification
— Unverified 2D Convolutional Neural Networks for 3D Digital Breast Tomosynthesis Classification Feb 27, 2020 Breast Cancer Detection Classification
— Unverified A Free-Energy Principle for Representation Learning Feb 27, 2020 Classification General Classification
— Unverified Complexity Measures and Features for Times Series classification Feb 27, 2020 Classification Dynamic Time Warping
— Unverified Membership Inference Attacks and Defenses in Classification Models Feb 27, 2020 Classification General Classification
Code Code Available Imbalance Learning for Variable Star Classification Feb 27, 2020 BIG-bench Machine Learning Classification
Code Code Available Triangle-Net: Towards Robustness in Point Cloud Learning Feb 27, 2020 3D Classification 3D Object Recognition
Code Code Available Streaming Active Deep Forest for Evolving Data Stream Classification Feb 26, 2020 Active Learning Classification
— Unverified A Deep Unsupervised Feature Learning Spiking Neural Network with Binarized Classification Layers for EMNIST Classification using SpykeFlow Feb 26, 2020 Classification General Classification
Code Code Available Inceptive Event Time-Surfaces for Object Classification Using Neuromorphic Cameras Feb 26, 2020 Classification Dimensionality Reduction
— Unverified Nonlinear classifiers for ranking problems based on kernelized SVM Feb 26, 2020 Classification General Classification
Code Code Available Relevant-features based Auxiliary Cells for Energy Efficient Detection of Natural Errors Feb 25, 2020 Classification General Classification
— Unverified Stochastic encoding of graphs in deep learning allows for complex analysis of gender classification in resting-state and task functional brain networks from the UK Biobank Feb 25, 2020 Classification Functional Connectivity
— Unverified The Curious Case of Adversarially Robust Models: More Data Can Help, Double Descend, or Hurt Generalization Feb 25, 2020 Classification General Classification
— Unverified PointAugment: an Auto-Augmentation Framework for Point Cloud Classification Feb 25, 2020 3D Point Cloud Data Augmentation Classification
Code Code Available Diversity-Based Generalization for Unsupervised Text Classification under Domain Shift Feb 25, 2020 Classification Diversity
Code Code Available General Framework for Binary Classification on Top Samples Feb 25, 2020 Binary Classification Classification
— Unverified Missing Data Imputation for Classification Problems Feb 25, 2020 Classification General Classification
— Unverified A General Method for Robust Learning from Batches Feb 25, 2020 Classification General Classification
— Unverified Label-guided Learning for Text Classification Feb 25, 2020 Classification General Classification
— Unverified Learning Attentive Pairwise Interaction for Fine-Grained Classification Feb 24, 2020 Classification Fine-Grained Image Classification
Code Code Available Using Wavelets to Analyze Similarities in Image-Classification Datasets Feb 24, 2020 Classification General Classification
Code Code Available A Multi-view CNN-based Acoustic Classification System for Automatic Animal Species Identification Feb 23, 2020 Classification feature selection
— Unverified Mitigating Class Boundary Label Uncertainty to Reduce Both Model Bias and Variance Feb 23, 2020 Activity Recognition Classification
— Unverified Investigating Typed Syntactic Dependencies for Targeted Sentiment Classification Using Graph Attention Neural Network Feb 22, 2020 Aspect-Based Sentiment Analysis (ABSA) Classification
Code Code Available Non-Intrusive Detection of Adversarial Deep Learning Attacks via Observer Networks Feb 22, 2020 Classification General Classification
— Unverified Towards Robust and Reproducible Active Learning Using Neural Networks Feb 21, 2020 Active Learning Classification
Code Code Available Sparsity in Optimal Randomized Classification Trees Feb 21, 2020 Classification General Classification
— Unverified A Multiclass Classification Approach to Label Ranking Feb 21, 2020 Classification General Classification
— Unverified Learning Optimal Classification Trees: Strong Max-Flow Formulations Feb 21, 2020 Binary Classification Classification
— Unverified Adaptive Covariate Acquisition for Minimizing Total Cost of Classification Feb 21, 2020 Classification General Classification
Code Code Available Comparing Different Deep Learning Architectures for Classification of Chest Radiographs Feb 20, 2020 Classification Deep Learning
— Unverified Uncovering Coresets for Classification With Multi-Objective Evolutionary Algorithms Feb 20, 2020 Classification Core set discovery
Code Code Available 