Tree-based local explanations of machine learning model predictions, AraucanaXAI Oct 15, 2021 BIG-bench Machine Learning Classification
— Unverified VLBInet: Radio Interferometry Data Classification for EHT with Neural Networks Oct 14, 2021 Classification Image Reconstruction
— Unverified IB-GAN: A Unified Approach for Multivariate Time Series Classification under Class Imbalance Oct 14, 2021 Classification Data Augmentation
— Unverified Beyond Classification: Directly Training Spiking Neural Networks for Semantic Segmentation Oct 14, 2021 Autonomous Vehicles Classification
— Unverified Learn to Ignore: Domain Adaptation for Multi-Site MRI Analysis Oct 13, 2021 BIG-bench Machine Learning Classification
Code Code Available Food Odor Recognition via Multi-step Classification Oct 13, 2021 Classification
— Unverified Identification of Metallic Objects using Spectral Magnetic Polarizability Tensor Signatures: Object Classification Oct 13, 2021 Classification Object
— Unverified Transform and Bitstream Domain Image Classification Oct 13, 2021 Classification image-classification
— Unverified Unsupervised Contrastive Learning with Simple Transformation for 3D Point Cloud Data Oct 13, 2021 3D Object Classification Classification
— Unverified SEPP: Similarity Estimation of Predicted Probabilities for Defending and Detecting Adversarial Text Oct 12, 2021 Adversarial Text Classification
Code Code Available Finding Relevant Points for Nearest-Neighbor Classification Oct 12, 2021 Classification
— Unverified Instance-based Label Smoothing For Better Calibrated Classification Networks Oct 11, 2021 Classification image-classification
Code Code Available GCN-SE: Attention as Explainability for Node Classification in Dynamic Graphs Oct 11, 2021 Classification Dynamic Node Classification
— Unverified Learnable Adaptive Cosine Estimator (LACE) for Image Classification Oct 11, 2021 Classification image-classification
Code Code Available 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 Quadratic Multiform Separation: A New Classification Model in Machine Learning Oct 10, 2021 BIG-bench Machine Learning Classification
— Unverified Multi-task Learning with Metadata for Music Mood Classification Oct 10, 2021 Classification Multi-Task Learning
— Unverified Colour augmentation for improved semi-supervised semantic segmentation Oct 9, 2021 Classification Segmentation
— Unverified Gated recurrent units and temporal convolutional network for multilabel classification Oct 9, 2021 Classification
— Unverified Complex Network-Based Approach for Feature Extraction and Classification of Musical Genres Oct 9, 2021 Classification Recommendation Systems
Code Code Available DenseNet approach to segmentation and classification of dermatoscopic skin lesions images Oct 9, 2021 Classification Diagnostic
Code Code Available An evaluation of data augmentation methods for sound scene geotagging Oct 9, 2021 Acoustic Scene Classification Classification
— 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 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 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 Improving Bird Classification with Unsupervised Sound Separation Oct 7, 2021 Classification
— Unverified 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 Deep Learning Model Explainability for Inspection Accuracy Improvement in the Automotive Industry Oct 7, 2021 Classification Deep Learning
— Unverified 5G Traffic Prediction with Time Series Analysis Oct 7, 2021 Classification Prediction
— Unverified 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 Solving classification problems using Traceless Genetic Programming Oct 7, 2021 Classification
Code Code Available Towards Robust and Transferable IIoT Sensor based Anomaly Classification using Artificial Intelligence Oct 7, 2021 Anomaly Classification Classification
— Unverified WHO-Hand Hygiene Gesture Classification System Oct 6, 2021 Classification Transfer Learning
— Unverified 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 MTCD: Cataract Detection via Near Infrared Eye Images Oct 6, 2021 Classification Iris Recognition
— Unverified Graphon based Clustering and Testing of Networks: Algorithms and Theory Oct 6, 2021 Classification Clustering
Code Code Available Multi-Objective Few-shot Learning for Fair Classification Oct 5, 2021 Attribute Classification
— Unverified Hybrid Classical-Quantum method for Diabetic Foot Ulcer Classification Oct 5, 2021 Classification Transfer Learning
— Unverified Bottom-up Hierarchical Classification Using Confusion-based Logit Compression Oct 5, 2021 Classification
— 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 A Weight of Evidence approach to classify nanomaterials according to the EU Classification, Labelling and Packaging regulation criteria Oct 5, 2021 Classification
— Unverified 