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 Towards Fair Classification against Poisoning Attacks Oct 18, 2022 Classification Fairness
— Unverified A Novel Feature Representation for Malware Classification Oct 18, 2022 Classification Descriptive
— Unverified Systematic Evaluation of Predictive Fairness Oct 17, 2022 Binary Classification Classification
Code Code Available Multi-granularity Argument Mining in Legal Texts Oct 17, 2022 Argument Mining Classification
— Unverified Explaining Image Classification with Visual Debates Oct 17, 2022 Classification image-classification
Code Code Available A new trigonometric kernel function for support vector machine Oct 16, 2022 Classification
— Unverified Explaining automated gender classification of human gait Oct 16, 2022 Classification Explainable artificial intelligence
— 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 Bandwidth-efficient distributed neural network architectures with application to body sensor networks Oct 14, 2022 Classification EEG
— Unverified Prediction of drug effectiveness in rheumatoid arthritis patients based on machine learning algorithms Oct 14, 2022 Binary Classification 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 Enabling Classifiers to Make Judgements Explicitly Aligned with Human Values Oct 14, 2022 Classification Few-Shot Learning
— 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 Training speech emotion classifier without categorical annotations Oct 14, 2022 Classification Emotion Recognition
— Unverified A Fault Detection Scheme Utilizing Convolutional Neural Network for PV Solar Panels with High Accuracy Oct 14, 2022 Binary Classification Classification
— Unverified Noise Audits Improve Moral Foundation Classification Oct 13, 2022 Classification Cultural Vocal Bursts Intensity Prediction
— Unverified 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 SNN-SC: A Spiking Semantic Communication Framework for Collaborative Intelligence Oct 13, 2022 Classification Quantization
Code Code Available Contrastive Psudo-supervised Classification for Intra-Pulse Modulation of Radar Emitter Signals Using data augmentation Oct 13, 2022 Classification Clustering
— Unverified Large-Scale Open-Set Classification Protocols for ImageNet Oct 13, 2022 Classification open-set classification
Code Code Available Toward the application of XAI methods in EEG-based systems Oct 12, 2022 Brain Computer Interface Classification
— Unverified Classification by estimating the cumulative distribution function for small data Oct 12, 2022 Classification
— Unverified Unsupervised classification of the spectrogram zeros Oct 11, 2022 Classification Denoising
Code Code Available Deep Active Ensemble Sampling For Image Classification Oct 11, 2022 Active Learning Classification
— Unverified Contrastive Training Improves Zero-Shot Classification of Semi-structured Documents Oct 11, 2022 Classification Document Classification
— Unverified Improving Long-tailed Object Detection with Image-Level Supervision by Multi-Task Collaborative Learning Oct 11, 2022 Classification Contrastive Learning
Code Code Available Joint localization and classification of breast tumors on ultrasound images using a novel auxiliary attention-based framework Oct 11, 2022 Classification Lesion Detection
— Unverified Turbo Training with Token Dropout Oct 10, 2022 Action Classification Classification
— Unverified A Differentiable Distance Approximation for Fairer Image Classification Oct 9, 2022 Classification Fairness
Code Code Available KG-MTT-BERT: Knowledge Graph Enhanced BERT for Multi-Type Medical Text Classification Oct 8, 2022 Classification Question Answering
— Unverified Symmetry Defense Against CNN Adversarial Perturbation Attacks Oct 8, 2022 Adversarial Robustness Autonomous Vehicles
— Unverified ThoraX-PriorNet: A Novel Attention-Based Architecture Using Anatomical Prior Probability Maps for Thoracic Disease Classification Oct 6, 2022 Anatomy Classification
— Unverified Graph Classification via Discriminative Edge Feature Learning Oct 5, 2022 Classification Graph Classification
— Unverified Improving Sentiment Analysis By Emotion Lexicon Approach on Vietnamese Texts Oct 5, 2022 Classification Sentiment Analysis
Code Code Available Restricted Bernoulli Matrix Factorization: Balancing the trade-off between prediction accuracy and coverage in classification based collaborative filtering Oct 5, 2022 Classification Collaborative Filtering
Code Code Available Two-stream Network for ECG Signal Classification Oct 5, 2022 Classification Diagnostic
— Unverified Teaching Yourself: Graph Self-Distillation on Neighborhood for Node Classification Oct 5, 2022 Classification Node Classification
— Unverified Privacy-Preserving Text Classification on BERT Embeddings with Homomorphic Encryption Oct 5, 2022 Classification GPU
— Unverified Optimal classification and generalized prevalence estimates for diagnostic settings with more than two classes Oct 5, 2022 Classification Diagnostic
— Unverified Token Classification for Disambiguating Medical Abbreviations Oct 5, 2022 Classification text-classification
— Unverified Misaligned orientations of 4f optical neural network for image classification accuracy on various datasets Oct 5, 2022 Classification image-classification
— Unverified Multi-stream Fusion for Class Incremental Learning in Pill Image Classification Oct 5, 2022 Classification class-incremental learning
Code Code Available CLINICAL: Targeted Active Learning for Imbalanced Medical Image Classification Oct 4, 2022 Active Learning Classification
— Unverified MultiGuard: Provably Robust Multi-label Classification against Adversarial Examples Oct 3, 2022 Classification Multi-class Classification
Code Code Available Introducing Vision Transformer for Alzheimer's Disease classification task with 3D input Oct 3, 2022 Classification
— Unverified Biographically Relevant Tweets – a New Dataset, Linguistic Analysis and Classification Experiments Oct 1, 2022 Classification Sentiment Analysis
— Unverified 