Evaluating Text Classification Robustness to Part-of-Speech Adversarial Examplesby Anahita Samadi, Allison SullivanFirst submitted to arxiv…
An Efficient and Explainable Transformer-Based Few-Shot Learning for Modeling Electricity Consumption Profiles Across Thousands of…
An Unsupervised Learning Framework Combined with Heuristics for the Maximum Minimal Cut Problemby Huaiyuan Liu,…
Impact of Comprehensive Data Preprocessing on Predictive Modelling of COVID-19 Mortalityby Sangita Das, Subhrajyoti MajiFirst…
Machine learning empowered Modulation detection for OFDM-based signalsby Ali Pourranjbar, Georges Kaddoum, Verdier Assoume Mba,…
Snuffy: Efficient Whole Slide Image Classifierby Hossein Jafarinia, Alireza Alipanah, Danial Hamdi, Saeed Razavi, Nahal…
Absence of Closed-Form Descriptions for Gradient Flow in Two-Layer Narrow Networksby Yeachan ParkFirst submitted to…
Navigating Data Scarcity using Foundation Models: A Benchmark of Few-Shot and Zero-Shot Learning Approaches in…
An Efficient Replay for Class-Incremental Learning with Pre-trained Modelsby Weimin Yin, Bin Chen adn Chunzhao…
Hearing Your Blood Sugar: Non-Invasive Glucose Measurement Through Simple Vocal Signals, Transforming any Speech into…