Rock Classification in Petrographic Thin Section Images Based on Concatenated Convolutional Neural Networks Mar 23, 2020 Classification
— Unverified A termination criterion for stochastic gradient descent for binary classification Mar 23, 2020 Binary Classification Classification
— Unverified Multi-Label Text Classification using Attention-based Graph Neural Network Mar 22, 2020 Classification General Classification
Code Code Available Coronavirus (COVID-19) Classification using CT Images by Machine Learning Methods Mar 20, 2020 BIG-bench Machine Learning Classification
— Unverified Diagnosis of Diabetic Retinopathy in Ethiopia: Before the Deep Learning based Automation Mar 20, 2020 Binary Classification Classification
— Unverified Acoustic Scene Classification with Squeeze-Excitation Residual Networks Mar 20, 2020 Acoustic Scene Classification Classification
— Unverified Quantum noise protects quantum classifiers against adversaries Mar 20, 2020 Classification General Classification
— Unverified End-to-End Deep Diagnosis of X-ray Images Mar 19, 2020 Classification General Classification
— Unverified Decoding Imagined Speech using Wavelet Features and Deep Neural Networks Mar 19, 2020 Classification EEG
— Unverified Multilayer Dense Connections for Hierarchical Concept Classification Mar 19, 2020 Classification General Classification
— Unverified Overinterpretation reveals image classification model pathologies Mar 19, 2020 Classification General Classification
Code Code Available Task-Adaptive Clustering for Semi-Supervised Few-Shot Classification Mar 18, 2020 Classification Clustering
— Unverified Federated Visual Classification with Real-World Data Distribution Mar 18, 2020 Classification Diversity
Code Code Available Adaptive-Step Graph Meta-Learner for Few-Shot Graph Classification Mar 18, 2020 Classification Few-Shot Learning
— Unverified Author2Vec: A Framework for Generating User Embedding Mar 17, 2020 Classification Depression Detection
— Unverified Teacher-Student chain for efficient semi-supervised histology image classification Mar 17, 2020 Classification General Classification
— Unverified BrazilDAM: A Benchmark dataset for Tailings Dam Detection Mar 17, 2020 Binary Classification Classification
Code Code Available Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification Mar 17, 2020 Action Classification Classification
Code Code Available Adapting Deep Learning Methods for Mental Health Prediction on Social Media Mar 17, 2020 Binary Classification Classification
— Unverified Cost-Sensitive BERT for Generalisable Sentence Classification with Imbalanced Data Mar 16, 2020 Classification Data Augmentation
Code Code Available A Label Proportions Estimation Technique for Adversarial Domain Adaptation in Text Classification Mar 16, 2020 Classification Domain Adaptation
— Unverified Key Phrase Classification in Complex Assignments Mar 16, 2020 Classification General Classification
— 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 Causality-based Explanation of Classification Outcomes Mar 15, 2020 Classification General Classification
— Unverified 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 DeepEMD: Differentiable Earth Mover's Distance for Few-Shot Learning Mar 15, 2020 Classification Few-Shot Image Classification
Code Code Available FrImCla: A Framework for Image Classification Using Traditional and Transfer Learning Techniques Mar 13, 2020 Classification CPU
Code Code Available Explainable Deep Classification Models for Domain Generalization Mar 13, 2020 Classification Domain Generalization
— Unverified 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 On the Arbitrary-Oriented Object Detection: Classification based Approaches Revisited Mar 12, 2020 Classification General Classification
Code Code Available 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 Embedding Propagation: Smoother Manifold for Few-Shot Classification Mar 9, 2020 Classification Few-Shot Image Classification
Code Code Available Dense Dilated Convolutions Merging Network for Land Cover Classification Mar 9, 2020 Classification General Classification
Code Code Available Fine-Grained Visual Classification via Progressive Multi-Granularity Training of Jigsaw Patches Mar 8, 2020 Classification Fine-Grained Image Classification
Code Code Available Angle-Based Cost-Sensitive Multicategory Classification Mar 8, 2020 Classification General Classification
— Unverified Brazilian Lyrics-Based Music Genre Classification Using a BLSTM Network Mar 6, 2020 Classification General Classification
— Unverified CNN-based Repetitive self-revised learning for photos' aesthetics imbalanced classification Mar 6, 2020 Classification General Classification
— Unverified AIDeveloper: deep learning image classification in life science and beyond Mar 5, 2020 Blood Cell Count Classification
Code Code Available 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
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