Multiway sparse distance weighted discrimination Oct 11, 2021 Classification
Code Code Available Synthesizing Machine Learning Programs with PAC Guarantees via Statistical Sketching Oct 11, 2021 BIG-bench Machine Learning Classification
— Unverified Time Series Classification Using Convolutional Neural Network On Imbalanced Datasets Oct 10, 2021 Classification Time Series
— Unverified Multi-task Learning with Metadata for Music Mood Classification Oct 10, 2021 Classification Multi-Task Learning
— Unverified Quadratic Multiform Separation: A New Classification Model in Machine Learning Oct 10, 2021 BIG-bench Machine Learning Classification
— Unverified Multi-Class Cell Detection Using Spatial Context Representation Oct 10, 2021 Cell Detection Classification
Code Code Available Complex Network-Based Approach for Feature Extraction and Classification of Musical Genres Oct 9, 2021 Classification Recommendation Systems
Code Code Available Automatic Recognition of Abdominal Organs in Ultrasound Images based on Deep Neural Networks and K-Nearest-Neighbor Classification Oct 9, 2021 Classification Dimensionality Reduction
Code Code Available Class-Balanced Active Learning for Image Classification Oct 9, 2021 Active Learning Classification
Code Code Available An evaluation of data augmentation methods for sound scene geotagging Oct 9, 2021 Acoustic Scene Classification Classification
— Unverified Gated recurrent units and temporal convolutional network for multilabel classification Oct 9, 2021 Classification
— Unverified DenseNet approach to segmentation and classification of dermatoscopic skin lesions images Oct 9, 2021 Classification Diagnostic
Code Code Available Colour augmentation for improved semi-supervised semantic segmentation Oct 9, 2021 Classification Segmentation
— Unverified Visually Exploring Multi-Purpose Audio Data Oct 9, 2021 Acoustic Scene Classification Classification
— Unverified Unsupervised Representation Learning Meets Pseudo-Label Supervised Self-Distillation: A New Approach to Rare Disease Classification Oct 9, 2021 Classification Few-Shot Learning
Code Code Available Generalized Scene Classification from Small-Scale Datasets with Multi-Task Learning Oct 8, 2021 Classification Multi-Task Learning
Code Code Available Combining Image Features and Patient Metadata to Enhance Transfer Learning Oct 8, 2021 Classification Data Augmentation
— Unverified Observations on K-image Expansion of Image-Mixing Augmentation for Classification Oct 8, 2021 Adversarial Robustness Classification
Code Code Available Towards Math-Aware Automated Classification and Similarity Search of Scientific Publications: Methods of Mathematical Content Representations Oct 8, 2021 BIG-bench Machine Learning Classification
— Unverified Topology-Imbalance Learning for Semi-Supervised Node Classification Oct 8, 2021 Classification Node Classification
Code Code Available Solving classification problems using Traceless Genetic Programming Oct 7, 2021 Classification
Code Code Available Predictive Maintenance for General Aviation Using Convolutional Transformers Oct 7, 2021 Classification Computational Efficiency
— Unverified Using Contrastive Learning and Pseudolabels to learn representations for Retail Product Image Classification Oct 7, 2021 Classification Contrastive Learning
— Unverified Deep Learning Model Explainability for Inspection Accuracy Improvement in the Automotive Industry Oct 7, 2021 Classification Deep Learning
— Unverified Adaptive Early-Learning Correction for Segmentation from Noisy Annotations Oct 7, 2021 Classification Medical Image Segmentation
Code Code Available Generative Pre-Trained Transformer for Cardiac Abnormality Detection Oct 7, 2021 Anomaly Detection Classification
— Unverified Contextual Sentence Classification: Detecting Sustainability Initiatives in Company Reports Oct 7, 2021 Classification Sentence
Code Code Available Improving Bird Classification with Unsupervised Sound Separation Oct 7, 2021 Classification
— Unverified 5G Traffic Prediction with Time Series Analysis Oct 7, 2021 Classification Prediction
— Unverified A Broad Ensemble Learning System for Drifting Stream Classification Oct 7, 2021 Classification Ensemble Learning
Code Code Available Towards Robust and Transferable IIoT Sensor based Anomaly Classification using Artificial Intelligence Oct 7, 2021 Anomaly Classification Classification
— Unverified Weakly-supervised Text Classification Based on Keyword Graph Oct 6, 2021 Classification text-classification
Code Code Available Seed Classification using Synthetic Image Datasets Generated from Low-Altitude UAV Imagery Oct 6, 2021 Classification image-classification
— Unverified On the Surrogate Gap between Contrastive and Supervised Losses Oct 6, 2021 Classification Data Augmentation
Code Code Available WHO-Hand Hygiene Gesture Classification System Oct 6, 2021 Classification Transfer Learning
— Unverified On the Importance of Firth Bias Reduction in Few-Shot Classification Oct 6, 2021 Classification Few-Shot Image Classification
Code Code Available MTCD: Cataract Detection via Near Infrared Eye Images Oct 6, 2021 Classification Iris Recognition
— Unverified Deep Transfer Learning for Land Use and Land Cover Classification: A Comparative Study Oct 6, 2021 Classification Computational Efficiency
Code Code Available Influence-Balanced Loss for Imbalanced Visual Classification Oct 6, 2021 Classification Long-tail Learning
Code Code Available Graphon based Clustering and Testing of Networks: Algorithms and Theory Oct 6, 2021 Classification Clustering
Code Code Available Hybrid Classical-Quantum method for Diabetic Foot Ulcer Classification Oct 5, 2021 Classification Transfer Learning
— Unverified Echo-Reconstruction: Audio-Augmented 3D Scene Reconstruction Oct 5, 2021 3D Reconstruction 3D Scene Reconstruction
— Unverified Classification of high-dimensional data with spiked covariance matrix structure Oct 5, 2021 Classification Dimensionality Reduction
— Unverified Interpreting intermediate convolutional layers in unsupervised acoustic word classification Oct 5, 2021 Classification regression
— Unverified Adversarial Attacks on Black Box Video Classifiers: Leveraging the Power of Geometric Transformations Oct 5, 2021 Classification image-classification
Code Code Available Bottom-up Hierarchical Classification Using Confusion-based Logit Compression Oct 5, 2021 Classification
— Unverified A Weight of Evidence approach to classify nanomaterials according to the EU Classification, Labelling and Packaging regulation criteria Oct 5, 2021 Classification
— Unverified Hierarchical information matters: Text classification via tree based graph neural network Oct 5, 2021 Classification Dependency Parsing
Code Code Available Multi-Objective Few-shot Learning for Fair Classification Oct 5, 2021 Attribute Classification
— Unverified Tradeoffs in Streaming Binary Classification under Limited Inspection Resources Oct 5, 2021 Binary Classification Classification
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