Multilayer Dense Connections for Hierarchical Concept Classification Mar 19, 2020 Classification General Classification
— Unverified Decoding Imagined Speech using Wavelet Features and Deep Neural Networks Mar 19, 2020 Classification EEG
— Unverified Adaptive-Step Graph Meta-Learner for Few-Shot Graph Classification Mar 18, 2020 Classification Few-Shot Learning
— Unverified Federated Visual Classification with Real-World Data Distribution Mar 18, 2020 Classification Diversity
Code Code Available Task-Adaptive Clustering for Semi-Supervised Few-Shot Classification Mar 18, 2020 Classification Clustering
— Unverified Teacher-Student chain for efficient semi-supervised histology image classification Mar 17, 2020 Classification General Classification
— Unverified Author2Vec: A Framework for Generating User Embedding Mar 17, 2020 Classification Depression Detection
— Unverified Adapting Deep Learning Methods for Mental Health Prediction on Social Media Mar 17, 2020 Binary Classification Classification
— Unverified BrazilDAM: A Benchmark dataset for Tailings Dam Detection Mar 17, 2020 Binary Classification Classification
Code Code Available Key Phrase Classification in Complex Assignments Mar 16, 2020 Classification General Classification
— Unverified A Label Proportions Estimation Technique for Adversarial Domain Adaptation in Text Classification Mar 16, 2020 Classification Domain Adaptation
— Unverified Radiomic feature selection for lung cancer classifiers Mar 16, 2020 BIG-bench Machine Learning Classification
— Unverified StarNet: towards Weakly Supervised Few-Shot Object Detection Mar 15, 2020 Classification Few-Shot Learning
Code Code Available Experimenting with Convolutional Neural Network Architectures for the automatic characterization of Solitary Pulmonary Nodules' malignancy rating Mar 15, 2020 Classification Data Augmentation
— Unverified Channel Pruning Guided by Classification Loss and Feature Importance Mar 15, 2020 Classification Feature Importance
— Unverified Causality-based Explanation of Classification Outcomes Mar 15, 2020 Classification General Classification
— Unverified Explainable Deep Classification Models for Domain Generalization Mar 13, 2020 Classification Domain Generalization
— Unverified FrImCla: A Framework for Image Classification Using Traditional and Transfer Learning Techniques Mar 13, 2020 Classification CPU
Code Code Available The GraphNet Zoo: An All-in-One Graph Based Deep Semi-Supervised Framework for Medical Image Classification Mar 13, 2020 All Classification
— Unverified Topological Effects on Attacks Against Vertex Classification Mar 12, 2020 Classification General Classification
— Unverified Human Grasp Classification for Reactive Human-to-Robot Handovers Mar 12, 2020 Classification General Classification
— Unverified Closure Properties for Private Classification and Online Prediction Mar 10, 2020 Classification General Classification
— Unverified Text classification with word embedding regularization and soft similarity measure Mar 10, 2020 Classification Document Classification
Code Code Available Deep Inverse Feature Learning: A Representation Learning of Error Mar 9, 2020 Classification Clustering
— Unverified Angle-Based Cost-Sensitive Multicategory Classification Mar 8, 2020 Classification General Classification
— Unverified CNN-based Repetitive self-revised learning for photos' aesthetics imbalanced classification Mar 6, 2020 Classification General Classification
— Unverified Brazilian Lyrics-Based Music Genre Classification Using a BLSTM Network Mar 6, 2020 Classification General Classification
— Unverified Minimal spiking neuron for solving multi-label classification tasks Mar 5, 2020 Classification General Classification
— Unverified Segmentation of Satellite Imagery using U-Net Models for Land Cover Classification Mar 5, 2020 BIG-bench Machine Learning Change Detection
— Unverified Optimizing JPEG Quantization for Classification Networks Mar 5, 2020 Bayesian Optimization Classification
— Unverified Reduced Dilation-Erosion Perceptron for Binary Classification Mar 4, 2020 Binary Classification Classification
Code Code Available On the Learning Property of Logistic and Softmax Losses for Deep Neural Networks Mar 4, 2020 Binary Classification Classification
Code Code Available Unsupervised Adversarial Domain Adaptation for Implicit Discourse Relation Classification Mar 4, 2020 Classification Domain Adaptation
— Unverified Multiclass classification by sparse multinomial logistic regression Mar 4, 2020 Classification feature selection
— Unverified Contrastive estimation reveals topic posterior information to linear models Mar 4, 2020 Classification Contrastive 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 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 Weakly-supervised Object Localization for Few-shot Learning and Fine-grained Few-shot Learning Mar 2, 2020 Classification Few-Shot Learning
— Unverified An Equivalence Between Private Classification and Online Prediction Mar 1, 2020 Classification General Classification
— Unverified Deep Learning for Musculoskeletal Image Analysis Mar 1, 2020 Classification Deep Learning
— Unverified Novelty-Prepared Few-Shot Classification Mar 1, 2020 Classification General Classification
Code Code Available VideoSSL: Semi-Supervised Learning for Video Classification Feb 29, 2020 Classification General Classification
— Unverified Conjugate-gradient-based Adam for stochastic optimization and its application to deep learning Feb 29, 2020 Classification General Classification
— Unverified 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 DROCC: Deep Robust One-Class Classification Feb 28, 2020 Anomaly Detection Classification
— Unverified 2D Convolutional Neural Networks for 3D Digital Breast Tomosynthesis Classification Feb 27, 2020 Breast Cancer Detection Classification
— Unverified Imbalance Learning for Variable Star Classification Feb 27, 2020 BIG-bench Machine Learning Classification
Code Code Available 