Unsupervised Few-Shot Image Classification by Learning Features into Clustering Space Oct 21, 2022 Classification Clustering
Code Code Available Imbalanced Classification in Medical Imaging via Regrouping Oct 21, 2022 Classification image-classification
— Unverified Uncertainty Estimates of Predictions via a General Bias-Variance Decomposition Oct 21, 2022 Classification Out-of-Distribution Detection
Code Code Available Multimodal Model with Text and Drug Embeddings for Adverse Drug Reaction Classification Oct 21, 2022 Classification Molecular Property Prediction
Code Code Available TCAB: A Large-Scale Text Classification Attack Benchmark Oct 21, 2022 Abuse Detection Classification
Code Code Available Feature Engineering and Classification Models for Partial Discharge in Power Transformers Oct 21, 2022 Classification Feature Engineering
— Unverified Calibration tests beyond classification Oct 21, 2022 Classification Decision Making
Code Code Available Graph Few-shot Learning with Task-specific Structures Oct 21, 2022 Classification Few-Shot Learning
Code Code Available Robustifying Sentiment Classification by Maximally Exploiting Few Counterfactuals Oct 21, 2022 Classification counterfactual
Code Code Available Robustcaps: a transformation-robust capsule network for image classification Oct 20, 2022 Classification image-classification
— Unverified Low-Rank Representations Towards Classification Problem of Complex Networks Oct 20, 2022 Classification Recommendation Systems
— Unverified Visual-Semantic Contrastive Alignment for Few-Shot Image Classification Oct 20, 2022 Classification Contrastive Learning
— Unverified Standardized Medical Image Classification across Medical Disciplines Oct 20, 2022 Classification image-classification
Code Code Available Pre-trained Sentence Embeddings for Implicit Discourse Relation Classification Oct 20, 2022 Classification Implicit Discourse Relation Classification
— Unverified Understanding Key Point Cloud Features for Development Three-dimensional Adversarial Attacks Oct 19, 2022 3D Point Cloud Classification Autonomous Driving
— Unverified Binary Orthogonal Non-negative Matrix Factorization Oct 19, 2022 Classification Clustering
— Unverified Margin Optimal Classification Trees Oct 19, 2022 Binary Classification Classification
Code Code Available AUC-based Selective Classification Oct 19, 2022 Classification
Code Code Available TabLLM: Few-shot Classification of Tabular Data with Large Language Models Oct 19, 2022 Classification Deep Learning
Code Code Available Machine and Deep Learning Methods with Manual and Automatic Labelling for News Classification in Bangla Language Oct 19, 2022 Articles Classification
— Unverified Towards Fair Classification against Poisoning Attacks Oct 18, 2022 Classification Fairness
— Unverified Combination of Raman spectroscopy and chemometrics: A review of recent studies published in the Spectrochimica Acta, Part A: Molecular and Biomolecular Spectroscopy Journal Oct 18, 2022 Classification regression
— Unverified Uncertainty in Extreme Multi-label Classification Oct 18, 2022 Classification Decision Making
— Unverified A Novel Feature Representation for Malware Classification Oct 18, 2022 Classification Descriptive
— Unverified Multi-Source Transformer Architectures for Audiovisual Scene Classification Oct 18, 2022 Classification Scene Classification
— Unverified On Classification Thresholds for Graph Attention with Edge Features Oct 18, 2022 Classification Graph Attention
— Unverified Multi-granularity Argument Mining in Legal Texts Oct 17, 2022 Argument Mining Classification
— Unverified Systematic Evaluation of Predictive Fairness Oct 17, 2022 Binary Classification Classification
Code Code Available Explaining Image Classification with Visual Debates Oct 17, 2022 Classification image-classification
Code Code Available Explaining automated gender classification of human gait Oct 16, 2022 Classification Explainable artificial intelligence
— Unverified A new trigonometric kernel function for support vector machine Oct 16, 2022 Classification
— Unverified Compressive Image Classification using Deterministic Sensing Matrices Oct 15, 2022 Classification compressed sensing
— Unverified RoS-KD: A Robust Stochastic Knowledge Distillation Approach for Noisy Medical Imaging Oct 15, 2022 Classification Knowledge Distillation
— Unverified Self-Distillation for Unsupervised 3D Domain Adaptation Oct 15, 2022 Classification Domain Adaptation
— Unverified A Fault Detection Scheme Utilizing Convolutional Neural Network for PV Solar Panels with High Accuracy Oct 14, 2022 Binary Classification Classification
— Unverified Bandwidth-efficient distributed neural network architectures with application to body sensor networks Oct 14, 2022 Classification EEG
— Unverified Enabling Classifiers to Make Judgements Explicitly Aligned with Human Values Oct 14, 2022 Classification Few-Shot Learning
— Unverified Training speech emotion classifier without categorical annotations Oct 14, 2022 Classification Emotion Recognition
— Unverified Improving Transfer Learning with a Dual Image and Video Transformer for Multi-label Movie Trailer Genre Classification Oct 14, 2022 Action Recognition Classification
Code Code Available ConEntail: An Entailment-based Framework for Universal Zero and Few Shot Classification with Supervised Contrastive Pretraining Oct 14, 2022 Classification Natural Language Inference
Code Code Available Prediction of drug effectiveness in rheumatoid arthritis patients based on machine learning algorithms Oct 14, 2022 Binary Classification Classification
Code Code Available Noise Audits Improve Moral Foundation Classification Oct 13, 2022 Classification Cultural Vocal Bursts Intensity Prediction
— Unverified Contrastive Psudo-supervised Classification for Intra-Pulse Modulation of Radar Emitter Signals Using data augmentation Oct 13, 2022 Classification Clustering
— Unverified Overlooked Video Classification in Weakly Supervised Video Anomaly Detection Oct 13, 2022 All Anomaly Detection
Code Code Available SNN-SC: A Spiking Semantic Communication Framework for Collaborative Intelligence Oct 13, 2022 Classification Quantization
Code Code Available Large-Scale Open-Set Classification Protocols for ImageNet Oct 13, 2022 Classification open-set classification
Code Code Available Visual Classification via Description from Large Language Models Oct 13, 2022 Classification Descriptive
Code Code Available LIME: Weakly-Supervised Text Classification Without Seeds Oct 13, 2022 Classification Natural Language Inference
Code Code Available Shot-frugal and Robust quantum kernel classifiers Oct 13, 2022 Classification
— Unverified Toward the application of XAI methods in EEG-based systems Oct 12, 2022 Brain Computer Interface Classification
— Unverified 