How Reliable AI Chatbots are for Disease Prediction from Patient Complaints? May 21, 2024 Decision Making Disease Prediction
— Unverified Investigating Persuasion Techniques in Arabic: An Empirical Study Leveraging Large Language Models May 21, 2024 Binary Classification Few-Shot Learning
— Unverified Mining the Explainability and Generalization: Fact Verification Based on Self-Instruction May 21, 2024 Contrastive Learning Data Augmentation
— Unverified Like Humans to Few-Shot Learning through Knowledge Permeation of Vision and Text May 21, 2024 Few-Shot Learning Specificity
— Unverified Customize Your Own Paired Data via Few-shot Way May 21, 2024 Few-Shot Learning
— Unverified Perturbing the Gradient for Alleviating Meta Overfitting May 20, 2024 Diversity Few-Shot Learning
Code Code Available WisPerMed at BioLaySumm: Adapting Autoregressive Large Language Models for Lay Summarization of Scientific Articles May 20, 2024 Articles Few-Shot Learning
— Unverified Zero-Shot Stance Detection using Contextual Data Generation with LLMs May 19, 2024 Fake News Detection Few-Shot Learning
Code Code Available NetMamba: Efficient Network Traffic Classification via Pre-training Unidirectional Mamba May 19, 2024 Classification Few-Shot Learning
Code Code Available WisPerMed at "Discharge Me!": Advancing Text Generation in Healthcare with Large Language Models, Dynamic Expert Selection, and Priming Techniques on MIMIC-IV May 18, 2024 Few-Shot Learning Text Generation
— Unverified ActiveLLM: Large Language Model-based Active Learning for Textual Few-Shot Scenarios May 17, 2024 Active Learning Few-Shot Learning
— Unverified A Versatile Framework for Analyzing Galaxy Image Data by Implanting Human-in-the-loop on a Large Vision Model May 17, 2024 Astronomy Few-Shot Learning
— Unverified Support-Query Prototype Fusion Network for Few-shot Medical Image Segmentation May 13, 2024 Few-Shot Learning Image Segmentation
— Unverified Dehazing Remote Sensing and UAV Imagery: A Review of Deep Learning, Prior-based, and Hybrid Approaches May 13, 2024 Few-Shot Learning Image Dehazing
— Unverified MedConceptsQA: Open Source Medical Concepts QA Benchmark May 12, 2024 Few-Shot Learning Question Answering
Code Code Available Execution-Based Evaluation of Natural Language to Bash and PowerShell for Incident Remediation May 10, 2024 Code Generation Few-Shot Learning
Code Code Available CANAL -- Cyber Activity News Alerting Language Model: Empirical Approach vs. Expensive LLM May 10, 2024 Articles Few-Shot Learning
— Unverified Iris: An AI-Driven Virtual Tutor For Computer Science Education May 9, 2024 Few-Shot Learning
— Unverified Reddit-Impacts: A Named Entity Recognition Dataset for Analyzing Clinical and Social Effects of Substance Use Derived from Social Media May 9, 2024 Few-Shot Learning named-entity-recognition
— Unverified A Mixture-of-Experts Approach to Few-Shot Task Transfer in Open-Ended Text Worlds May 9, 2024 Few-Shot Learning Mixture-of-Experts
— Unverified Detecting Statements in Text: A Domain-Agnostic Few-Shot Solution May 9, 2024 Few-Shot Learning Natural Language Inference
Code Code Available Continuous max-flow augmentation of self-supervised few-shot learning on SPECT left ventricles May 9, 2024 Diagnostic Few-Shot Learning
Code Code Available EVA-X: A Foundation Model for General Chest X-ray Analysis with Self-supervised Learning May 8, 2024 Few-Shot Learning Self-Supervised Learning
Code Code Available DrugLLM: Open Large Language Model for Few-shot Molecule Generation May 7, 2024 Drug Design Drug Discovery
— Unverified Intra-task Mutual Attention based Vision Transformer for Few-Shot Learning May 6, 2024 Few-Shot Learning Meta-Learning
— Unverified Multi-Agent RL-Based Industrial AIGC Service Offloading over Wireless Edge Networks May 5, 2024 Few-Shot Learning Multi-agent Reinforcement Learning
— Unverified Open-SQL Framework: Enhancing Text-to-SQL on Open-source Large Language Models May 4, 2024 Few-Shot Learning Text to SQL
— Unverified Enhancing News Summarization with ELearnFit through Efficient In-Context Learning and Efficient Fine-Tuning May 4, 2024 Articles Few-Shot Learning
— Unverified A Survey of Time Series Foundation Models: Generalizing Time Series Representation with Large Language Model May 3, 2024 Decision Making Few-Shot Learning
Code Code Available A Survey of Few-Shot Learning for Biomedical Time Series May 3, 2024 Few-Shot Learning Time Series
— Unverified Accelerating Convergence in Bayesian Few-Shot Classification May 2, 2024 Classification Few-Shot Learning
Code Code Available UniGen: Universal Domain Generalization for Sentiment Classification via Zero-shot Dataset Generation May 2, 2024 Dataset Generation Domain Generalization
Code Code Available A separability-based approach to quantifying generalization: which layer is best? May 2, 2024 Domain Adaptation Domain Generalization
Code Code Available Variational Neuron Shifting for Few-Shot Image Classification Across Domains May 1, 2024 Bayesian Inference Few-Shot Image Classification
— Unverified Exploring Self-Supervised Vision Transformers for Deepfake Detection: A Comparative Analysis May 1, 2024 DeepFake Detection Face Swapping
Code Code Available PEVA-Net: Prompt-Enhanced View Aggregation Network for Zero/Few-Shot Multi-View 3D Shape Recognition Apr 30, 2024 3D Shape Recognition Few-Shot Learning
— Unverified StablePT: Towards Stable Prompting for Few-shot Learning via Input Separation Apr 30, 2024 Contrastive Learning Few-Shot Learning
Code Code Available PEFSL: A deployment Pipeline for Embedded Few-Shot Learning on a FPGA SoC Apr 30, 2024 Few-Shot Learning
— Unverified UniFS: Universal Few-shot Instance Perception with Point Representations Apr 30, 2024 Few-Shot Learning Few-Shot Object Detection
Code Code Available Ta-Adapter: Enhancing few-shot CLIP with task-aware encoders Apr 29, 2024 Few-Shot Learning image-classification
— Unverified Certification of Speaker Recognition Models to Additive Perturbations Apr 29, 2024 Few-Shot Learning Speaker Recognition
Code Code Available Evaluation of Few-Shot Learning for Classification Tasks in the Polish Language Apr 27, 2024 Few-Shot Learning In-Context Learning
— Unverified Meta In-Context Learning Makes Large Language Models Better Zero and Few-Shot Relation Extractors Apr 27, 2024 Few-Shot Learning In-Context Learning
— Unverified Empowering Large Language Models for Textual Data Augmentation Apr 26, 2024 Data Augmentation Diversity
— Unverified Meta-Transfer Derm-Diagnosis: Exploring Few-Shot Learning and Transfer Learning for Skin Disease Classification in Long-Tail Distribution Apr 25, 2024 Data Augmentation Few-Shot Learning
— Unverified AAPL: Adding Attributes to Prompt Learning for Vision-Language Models Apr 25, 2024 Data Augmentation Domain Generalization
Code Code Available Beyond Deepfake Images: Detecting AI-Generated Videos Apr 24, 2024 Face Swapping Few-Shot Learning
— Unverified A comprehensive and easy-to-use multi-domain multi-task medical imaging meta-dataset (MedIMeta) Apr 24, 2024 Cross-Domain Few-Shot cross-domain few-shot learning
— Unverified Identifying Fairness Issues in Automatically Generated Testing Content Apr 23, 2024 Fairness Few-Shot Learning
— Unverified Graph Machine Learning in the Era of Large Language Models (LLMs) Apr 23, 2024 Few-Shot Learning Knowledge Graphs
— Unverified 