A Melting Pot of Evolution and Learning Jun 8, 2023 Classification Deep Learning
— Unverified Robust Explainer Recommendation for Time Series Classification Jun 8, 2023 Activity Recognition Classification
Code Code Available Minimizing Energy Consumption in MU-MIMO via Antenna Muting by Neural Networks with Asymmetric Loss Jun 8, 2023 Classification Combinatorial Optimization
— Unverified T3L: Translate-and-Test Transfer Learning for Cross-Lingual Text Classification Jun 8, 2023 Classification Cross-Lingual Transfer
Code Code Available A study on the impact of Self-Supervised Learning on automatic dysarthric speech assessment Jun 7, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Improved statistical benchmarking of digital pathology models using pairwise frames evaluation Jun 7, 2023 Benchmarking Classification
— Unverified Binary Classification with Instance and Label Dependent Label Noise Jun 6, 2023 Binary Classification Classification
— Unverified Continual Learning in Linear Classification on Separable Data Jun 6, 2023 Classification Continual Learning
— Unverified Graph Classification Gaussian Processes via Spectral Features Jun 6, 2023 Classification Decision Making
— Unverified Alzheimer Disease Classification through ASR-based Transcriptions: Exploring the Impact of Punctuation and Pauses Jun 6, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Quantitative Analysis of Primary Attribution Explainable Artificial Intelligence Methods for Remote Sensing Image Classification Jun 6, 2023 Classification Decision Making
Code Code Available Multi-Label ECG Classification using Temporal Convolutional Neural Network Jun 6, 2023 Classification ECG Classification
— Unverified Modulation Classification Through Deep Learning Using Resolution Transformed Spectrograms Jun 6, 2023 Classification CPU
— Unverified Jammer classification with Federated Learning Jun 5, 2023 Classification Federated Learning
— Unverified Semantically-Prompted Language Models Improve Visual Descriptions Jun 5, 2023 Classification Descriptive
— Unverified Adversarial Ink: Componentwise Backward Error Attacks on Deep Learning Jun 5, 2023 Classification Deep Learning
— Unverified Retrieval-Enhanced Visual Prompt Learning for Few-shot Classification Jun 4, 2023 Classification Domain Generalization
— Unverified ProTeCt: Prompt Tuning for Taxonomic Open Set Classification Jun 4, 2023 Classification open-set classification
Code Code Available Message-passing selection: Towards interpretable GNNs for graph classification Jun 3, 2023 Classification Graph Classification
— Unverified Hierarchical Multiresolution Feature- and Prior-based Graphs for Classification Jun 3, 2023 Classification Edge Detection
— Unverified DWT-CompCNN: Deep Image Classification Network for High Throughput JPEG 2000 Compressed Documents Jun 2, 2023 Classification image-classification
— Unverified Efficient Spoken Language Recognition via Multilabel Classification Jun 2, 2023 Classification
— Unverified A Novel Vision Transformer with Residual in Self-attention for Biomedical Image Classification Jun 2, 2023 Classification image-classification
— Unverified GANs and alternative methods of synthetic noise generation for domain adaption of defect classification of Non-destructive ultrasonic testing Jun 2, 2023 Classification Domain Adaptation
— Unverified Renormalized Graph Representations for Node Classification Jun 1, 2023 Classification Node Classification
— Unverified End-to-End Document Classification and Key Information Extraction using Assignment Optimization Jun 1, 2023 Classification Document Classification
— Unverified The Risks of Recourse in Binary Classification Jun 1, 2023 Binary Classification Classification
Code Code Available Prompt Algebra for Task Composition Jun 1, 2023 Attribute Classification
— Unverified Neuronal Cell Type Classification using Deep Learning Jun 1, 2023 Classification Deep Learning
— Unverified Exploring the Versatility of Zero-Shot CLIP for Interstitial Lung Disease Classification Jun 1, 2023 Classification Diagnostic
— Unverified Graph Entropy Minimization for Semi-supervised Node Classification May 31, 2023 Classification Knowledge Distillation
Code Code Available Towards Semi-supervised Universal Graph Classification May 31, 2023 Classification Graph Classification
— Unverified Bias Mitigation Methods for Binary Classification Decision-Making Systems: Survey and Recommendations May 31, 2023 Binary Classification Classification
— Unverified Analyzing Text Representations by Measuring Task Alignment May 31, 2023 Classification Clustering
— Unverified Few-shot Class-incremental Audio Classification Using Dynamically Expanded Classifier with Self-attention Modified Prototypes May 31, 2023 Audio Classification Classification
Code Code Available Label Embedding via Low-Coherence Matrices May 31, 2023 Classification Dimensionality Reduction
— Unverified Hypothesis Transfer Learning with Surrogate Classification Losses: Generalization Bounds through Algorithmic Stability May 31, 2023 Binary Classification Classification
— Unverified Multi-level Cross-modal Feature Alignment via Contrastive Learning towards Zero-shot Classification of Remote Sensing Image Scenes May 31, 2023 Classification Contrastive Learning
Code Code Available Gemtelligence: Accelerating Gemstone classification with Deep Learning May 31, 2023 Classification Deep Learning
— Unverified Graph-based methods coupled with specific distributional distances for adversarial attack detection May 31, 2023 Adversarial Attack Adversarial Attack Detection
Code Code Available Bytes Are All You Need: Transformers Operating Directly On File Bytes May 31, 2023 All Audio Classification
— Unverified Dark Web Activity Classification Using Deep Learning May 30, 2023 Classification Deep Learning
— Unverified Cross Encoding as Augmentation: Towards Effective Educational Text Classification May 30, 2023 Classification Data Augmentation
— Unverified Explaining Hate Speech Classification with Model Agnostic Methods May 30, 2023 Classification Hate Speech Detection
— Unverified Machine Learning Approach for Cancer Entities Association and Classification May 30, 2023 Articles Classification
— Unverified Audio classification using ML methods May 30, 2023 Audio Classification Classification
— Unverified A Stutter Seldom Comes Alone -- Cross-Corpus Stuttering Detection as a Multi-label Problem May 30, 2023 Classification Cross-corpus
— Unverified SENet: A Spectral Filtering Approach to Represent Exemplars for Few-shot Learning May 30, 2023 Classification Few-Shot Learning
— Unverified OWAdapt: An adaptive loss function for deep learning using OWA operators May 30, 2023 Classification
— Unverified Full High-Dimensional Intelligible Learning In 2-D Lossless Visualization Space May 29, 2023 Classification
— Unverified 