Machine Learning Capability: A standardized metric using case difficulty with applications to individualized deployment of supervised machine learning Feb 9, 2023 Classification Decision Making
— Unverified Zero-Shot Learning for Requirements Classification: An Exploratory Study Feb 9, 2023 Classification Word Embeddings
Code Code Available Classification of BCI-EEG based on augmented covariance matrix Feb 9, 2023 Classification EEG
Code Code Available Drawing Attention to Detail: Pose Alignment through Self-Attention for Fine-Grained Object Classification Feb 9, 2023 Classification Graph Matching
Code Code Available Prompting for Multimodal Hateful Meme Classification Feb 8, 2023 Classification Hateful Meme Classification
— Unverified Cut your Losses with Squentropy Feb 8, 2023 Classification Multi-class Classification
— Unverified Participatory Personalization in Classification Feb 8, 2023 Benchmarking Classification
— Unverified AutoWS: Automated Weak Supervision Framework for Text Classification Feb 7, 2023 Active Learning Classification
— Unverified Automatic Sleep Stage Classification with Cross-modal Self-supervised Features from Deep Brain Signals Feb 7, 2023 Automatic Sleep Stage Classification Classification
— Unverified Personalized Interpretable Classification Feb 6, 2023 Classification
— Unverified Uncertainty-Aware Multiple-Instance Learning for Reliable Classification: Application to Optical Coherence Tomography Feb 6, 2023 Classification Medical Image Analysis
— Unverified Spatial Functa: Scaling Functa to ImageNet Classification and Generation Feb 6, 2023 Classification Image Generation
— Unverified Learning disentangled representations for explainable chest X-ray classification using Dirichlet VAEs Feb 6, 2023 Classification Multi-Label Classification
— Unverified Biologically inspired ChaosNet architecture for Hypothetical Protein Classification Feb 5, 2023 Classification
— Unverified CECT: Controllable Ensemble CNN and Transformer for COVID-19 Image Classification Feb 5, 2023 Classification COVID-19 Diagnosis
Code Code Available Reducing Nearest Neighbor Training Sets Optimally and Exactly Feb 4, 2023 Classification Position
— Unverified TextShield: Beyond Successfully Detecting Adversarial Sentences in Text Classification Feb 3, 2023 Adversarial Attack Classification
— Unverified LesionAid: Vision Transformers-based Skin Lesion Generation and Classification Feb 2, 2023 Classification Data Augmentation
— Unverified Human not in the loop: objective sample difficulty measures for Curriculum Learning Feb 2, 2023 Classification
— Unverified A sliced-Wasserstein distance-based approach for out-of-class-distribution detection Feb 2, 2023 Classification Face Recognition
— Unverified Stable Attribute Group Editing for Reliable Few-shot Image Generation Feb 1, 2023 Attribute Classification
Code Code Available Deep Dependency Networks for Multi-Label Classification Feb 1, 2023 Action Classification Classification
— Unverified Hierarchical Classification of Research Fields in the "Web of Science" Using Deep Learning Feb 1, 2023 Articles Classification
— Unverified Test-Time Amendment with a Coarse Classifier for Fine-Grained Classification Feb 1, 2023 Avg Classification
Code Code Available Image-Based Vehicle Classification by Synergizing Features from Supervised and Self-Supervised Learning Paradigms Feb 1, 2023 Classification image-classification
— Unverified Graph Neural Operators for Classification of Spatial Transcriptomics Data Feb 1, 2023 Classification Disentanglement
— Unverified Unsupervised Neighborhood Propagation Kernel Layers for Semi-supervised Node Classification Jan 31, 2023 Classification Node Classification
Code Code Available Classified as unknown: A novel Bayesian neural network Jan 31, 2023 Bayesian Inference Binary Classification
— Unverified Standardized CycleGAN training for unsupervised stain adaptation in invasive carcinoma classification for breast histopathology Jan 30, 2023 Classification Data Augmentation
— Unverified Lateralized Learning for Multi-Class Visual Classification Tasks Jan 30, 2023 Classification image-classification
— Unverified NeSyFOLD: Neurosymbolic Framework for Interpretable Image Classification Jan 30, 2023 Classification image-classification
Code Code Available DAFD: Domain Adaptation via Feature Disentanglement for Image Classification Jan 30, 2023 Classification Disentanglement
— Unverified Addressing Deep Learning Model Calibration Using Evidential Neural Networks and Uncertainty-Aware Training Jan 30, 2023 Classification
— Unverified Massively Scaling Heteroscedastic Classifiers Jan 30, 2023 Classification Contrastive Learning
— Unverified ACL-Fig: A Dataset for Scientific Figure Classification Jan 28, 2023 Classification Question Answering
— Unverified Neural Gas Network Image Features and Segmentation for Brain Tumor Detection Using Magnetic Resonance Imaging Data Jan 28, 2023 Binary Classification Classification
Code Code Available SplitGNN: Splitting GNN for Node Classification with Heterogeneous Attention Jan 27, 2023 Classification Federated Learning
— Unverified Deep Residual Compensation Convolutional Network without Backpropagation Jan 27, 2023 Classification
— Unverified Automatic Modulation Classification with Deep Neural Networks Jan 27, 2023 Classification
Code Code Available Arbitrariness and Social Prediction: The Confounding Role of Variance in Fair Classification Jan 27, 2023 Binary Classification Classification
Code Code Available SLCNN: Sentence-Level Convolutional Neural Network for Text Classification Jan 27, 2023 Classification Deep Learning
— Unverified Adversarial Networks and Machine Learning for File Classification Jan 27, 2023 Classification Generative Adversarial Network
— Unverified Inspecting class hierarchies in classification-based metric learning models Jan 26, 2023 Classification Metric Learning
Code Code Available Progressive Meta-Pooling Learning for Lightweight Image Classification Model Jan 24, 2023 Classification image-classification
— Unverified A convolutional neural network of low complexity for tumor anomaly detection Jan 24, 2023 Anomaly Detection Classification
— Unverified Efficient learning of large sets of locally optimal classification rules Jan 24, 2023 Classification
Code Code Available Long-term stable Electromyography classification using Canonical Correlation Analysis Jan 23, 2023 Classification
— Unverified Classification of Luminal Subtypes in Full Mammogram Images Using Transfer Learning Jan 23, 2023 Breast Cancer Detection Classification
— Unverified LSTM and CNN application for core-collapse supernova search in gravitational wave real data Jan 23, 2023 Classification Multi-Label Classification
— Unverified MultiNet with Transformers: A Model for Cancer Diagnosis Using Images Jan 21, 2023 Classification image-classification
— Unverified 