Smoothed Gaussian Mixture Models for Video Classification and Recommendation Dec 17, 2020 Action Recognition Classification
— Unverified Weakly-Supervised Action Localization and Action Recognition using Global-Local Attention of 3D CNN Dec 17, 2020 Action Classification Action Localization
— Unverified Transformer Interpretability Beyond Attention Visualization Dec 17, 2020 Classification General Classification
Code Code Available MASKER: Masked Keyword Regularization for Reliable Text Classification Dec 17, 2020 Classification Domain Generalization
Code Code Available Deep Learning of Cell Classification using Microscope Images of Intracellular Microtubule Networks Dec 16, 2020 Classification General Classification
— Unverified Cross-Cohort Generalizability of Deep and Conventional Machine Learning for MRI-based Diagnosis and Prediction of Alzheimer's Disease Dec 16, 2020 Classification General Classification
— Unverified MELINDA: A Multimodal Dataset for Biomedical Experiment Method Classification Dec 16, 2020 Classification General Classification
— Unverified Convolutional Neural Networks from Image Markers Dec 15, 2020 Classification General Classification
— Unverified Frozen-to-Paraffin: Categorization of Histological Frozen Sections by the Aid of Paraffin Sections and Generative Adversarial Networks Dec 15, 2020 Classification Data Augmentation
— Unverified VSQL: Variational Shadow Quantum Learning for Classification Dec 15, 2020 BIG-bench Machine Learning Classification
Code Code Available QUARC: Quaternion Multi-Modal Fusion Architecture For Hate Speech Classification Dec 15, 2020 Classification General Classification
Code Code Available Robust Optimal Classification Trees under Noisy Labels Dec 15, 2020 Classification General Classification
— Unverified Classification of Smoking and Calling using Deep Learning Dec 15, 2020 Classification Deep Learning
Code Code Available A t-SNE Based Classification Approach to Compositional Microbiome Data Dec 14, 2020 Classification Dimensionality Reduction
— Unverified Application of the Neural Network Dependability Kit in Real-World Environments Dec 14, 2020 Classification General Classification
— Unverified Perceptron Theory Can Predict the Accuracy of Neural Networks Dec 14, 2020 Classification General Classification
— Unverified One-Shot Learning with Triplet Loss for Vegetation Classification Tasks Dec 14, 2020 Classification Face Recognition
— Unverified Source Data-absent Unsupervised Domain Adaptation through Hypothesis Transfer and Labeling Transfer Dec 14, 2020 Classification Domain Adaptation
Code Code Available Attentional-Biased Stochastic Gradient Descent Dec 13, 2020 Classification General Classification
Code Code Available Improving the Classification of Rare Chords with Unlabeled Data Dec 13, 2020 Chord Recognition Classification
— Unverified Light-Weight 1-D Convolutional Neural Network Architecture for Mental Task Identification and Classification Based on Single-Channel EEG Dec 12, 2020 Brain Computer Interface Classification
— Unverified Fine-grained Classification via Categorical Memory Networks Dec 12, 2020 Classification Fine-Grained Image Classification
— Unverified ALReLU: A different approach on Leaky ReLU activation function to improve Neural Networks Performance Dec 11, 2020 Classification General Classification
Code Code Available On Learning the Right Attention Point for Feature Enhancement Dec 11, 2020 Classification Point Cloud Classification
— Unverified TF-CR: Weighting Embeddings for Text Classification Dec 11, 2020 Classification General Classification
Code Code Available Distant Domain Transfer Learning for Medical Imaging Dec 10, 2020 Classification Computed Tomography (CT)
— Unverified Investigating Bias in Image Classification using Model Explanations Dec 10, 2020 Bias Detection Classification
— Unverified SE-ECGNet: A Multi-scale Deep Residual Network with Squeeze-and-Excitation Module for ECG Signal Classification Dec 10, 2020 Classification General Classification
Code Code Available MOCCA: Multi-Layer One-Class ClassificAtion for Anomaly Detection Dec 9, 2020 Anomaly Detection Classification
Code Code Available Convolutional Neural Networks for Multispectral Image Cloud Masking Dec 9, 2020 BIG-bench Machine Learning Classification
— Unverified Anomaly Detection in Time Series with Triadic Motif Fields and Application in Atrial Fibrillation ECG Classification Dec 9, 2020 Anomaly Detection Atrial Fibrillation Detection
Code Code Available Label Confusion Learning to Enhance Text Classification Models Dec 9, 2020 Classification General Classification
Code Code Available KNN Classification with One-step Computation Dec 9, 2020 Classification General Classification
Code Code Available Machine Learning for Cataract Classification and Grading on Ophthalmic Imaging Modalities: A Survey Dec 9, 2020 BIG-bench Machine Learning Classification
— Unverified Kernelized Classification in Deep Networks Dec 8, 2020 Classification General Classification
— Unverified Privacy-Preserving Spam Filtering using Functional Encryption Dec 8, 2020 Classification General Classification
— Unverified Unsupervised Label Refinement Improves Dataless Text Classification Dec 8, 2020 Classification Clustering
Code Code Available Scale Aware Adaptation for Land-Cover Classification in Remote Sensing Imagery Dec 8, 2020 Classification Domain Adaptation
Code Code Available Hierarchical Human Action Classification with Network Pruning Dec 7, 2020 Action Classification Classification
— Unverified Grammar-aware sentence classification on quantum computers Dec 7, 2020 Binary Classification Classification
— Unverified Meta Ordinal Regression Forest For Learning with Unsure Lung Nodules Dec 7, 2020 Binary Classification Classification
— Unverified Deformable Gabor Feature Networks for Biomedical Image Classification Dec 7, 2020 Classification Deep Learning
— Unverified Hyperspectral Classification Based on Lightweight 3-D-CNN With Transfer Learning Dec 7, 2020 Classification General Classification
Code Code Available Black-box Model Inversion Attribute Inference Attacks on Classification Models Dec 7, 2020 Attribute Classification
— Unverified VideoMix: Rethinking Data Augmentation for Video Classification Dec 7, 2020 Action Localization Action Recognition
Code Code Available Randomized kernels for large scale Earth observation applications Dec 7, 2020 Classification Earth Observation
— Unverified NCGNN: Node-Level Capsule Graph Neural Network for Semisupervised Classification Dec 7, 2020 Classification Graph Neural Network
— Unverified Hierarchical Deep Recurrent Neural Network based Method for Fault Detection and Diagnosis Dec 7, 2020 Classification Fault Detection
— Unverified Guitar Effects Recognition and Parameter Estimation with Convolutional Neural Networks Dec 6, 2020 Classification General Classification
Code Code Available Art Style Classification with Self-Trained Ensemble of AutoEncoding Transformations Dec 6, 2020 Classification General Classification
— Unverified 