A Survey on Stability of Learning with Limited Labelled Data and its Sensitivity to the Effects of Randomness Dec 2, 2023 Few-Shot Learning In-Context Learning
— Unverified Generalized Robot 3D Vision-Language Model with Fast Rendering and Pre-Training Vision-Language Alignment Dec 1, 2023 Contrastive Learning Few-Shot Learning
Code Code Available Applying Large Language Models and Chain-of-Thought for Automatic Scoring Nov 30, 2023 Few-Shot Learning Prompt Engineering
— Unverified Simple Semantic-Aided Few-Shot Learning Nov 30, 2023 Few-Shot Image Classification Few-Shot Learning
Code Code Available Clinical Risk Prediction Using Language Models: Benefits And Considerations Nov 29, 2023 Diagnostic Few-Shot Learning
— Unverified Explaining CLIP's performance disparities on data from blind/low vision users Nov 29, 2023 Few-Shot Learning zero-shot-classification
— Unverified A transductive few-shot learning approach for classification of digital histopathological slides from liver cancer Nov 29, 2023 Few-Shot Learning Transductive Learning
— Unverified Robust Transductive Few-shot Learning via Joint Message Passing and Prototype-based Soft-label Propagation Nov 28, 2023 Few-Shot Learning
— Unverified ClimateX: Do LLMs Accurately Assess Human Expert Confidence in Climate Statements? Nov 28, 2023 Few-Shot Learning Information Retrieval
Code Code Available When the Few Outweigh the Many: Illicit Content Recognition with Few-Shot Learning Nov 28, 2023 Few-Shot Learning
— Unverified Target-Free Compound Activity Prediction via Few-Shot Learning Nov 27, 2023 Activity Prediction Drug Discovery
— Unverified Improving Denoising Diffusion Probabilistic Models via Exploiting Shared Representations Nov 27, 2023 Denoising Few-Shot Learning
— Unverified CaesarNeRF: Calibrated Semantic Representation for Few-shot Generalizable Neural Rendering Nov 27, 2023 Few-Shot Learning NeRF
Code Code Available Italian Crossword Generator: Enhancing Education through Interactive Word Puzzles Nov 27, 2023 Few-Shot Learning Zero-Shot Learning
— Unverified Deficiency of Large Language Models in Finance: An Empirical Examination of Hallucination Nov 27, 2023 Few-Shot Learning Hallucination
— Unverified MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Nov 27, 2023 Articles Conditional Text Generation
Code Code Available Learning to Skip for Language Modeling Nov 26, 2023 Few-Shot Learning Language Modeling
— Unverified ID-like Prompt Learning for Few-Shot Out-of-Distribution Detection Nov 26, 2023 Few-Shot Learning Out-of-Distribution Detection
Code Code Available Understanding the Role of Textual Prompts in LLM for Time Series Forecasting: an Adapter View Nov 24, 2023 Anomaly Detection Few-Shot Learning
Code Code Available Inferring Latent Class Statistics from Text for Robust Visual Few-Shot Learning Nov 24, 2023 Few-Shot Learning
Code Code Available A Multi-solution Study on GDPR AI-enabled Completeness Checking of DPAs Nov 23, 2023 Few-Shot Learning Language Modeling
— Unverified Language-guided Few-shot Semantic Segmentation Nov 23, 2023 Few-Shot Learning Few-Shot Semantic Segmentation
— Unverified Benchmarking Toxic Molecule Classification using Graph Neural Networks and Few Shot Learning Nov 22, 2023 Benchmarking Drug Discovery
— Unverified Descriptor and Word Soups: Overcoming the Parameter Efficiency Accuracy Tradeoff for Out-of-Distribution Few-shot Learning Nov 21, 2023 Domain Generalization Few-Shot Learning
Code Code Available NERIF: GPT-4V for Automatic Scoring of Drawn Models Nov 21, 2023 Few-Shot Learning
— Unverified Modeling Political Orientation of Social Media Posts: An Extended Analysis Nov 21, 2023 Few-Shot Learning
— Unverified Exploring Graph Classification Techniques Under Low Data Constraints: A Comprehensive Study Nov 21, 2023 Data Augmentation Few-Shot Learning
— Unverified Optimal Strategies to Perform Multilingual Analysis of Social Content for a Novel Dataset in the Tourism Domain Nov 20, 2023 Few-Shot Learning named-entity-recognition
— Unverified Generalization of Fitness Exercise Recognition from Doppler Measurements by Domain-adaption and Few-Shot Learning Nov 20, 2023 Domain Adaptation Few-Shot Learning
— Unverified Using Guided Transfer Learning to Predispose AI Agent to Learn Efficiently from Small RNA-sequencing Datasets Nov 17, 2023 AI Agent Few-Shot Learning
— Unverified Point Cloud Self-supervised Learning via 3D to Multi-view Masked Autoencoder Nov 17, 2023 3D Object Classification 3D Object Detection
Code Code Available A Language Agent for Autonomous Driving Nov 17, 2023 Autonomous Driving Common Sense Reasoning
Code Code Available Tabular Few-Shot Generalization Across Heterogeneous Feature Spaces Nov 16, 2023 Decoder Few-Shot Learning
— Unverified CLEAN-EVAL: Clean Evaluation on Contaminated Large Language Models Nov 15, 2023 Few-Shot Learning
— Unverified Dual-channel Prototype Network for few-shot Classification of Pathological Images Nov 14, 2023 Classification Diagnostic
— Unverified Selecting Shots for Demographic Fairness in Few-Shot Learning with Large Language Models Nov 14, 2023 Fairness Few-Shot Learning
— Unverified Cross-dataset domain adaptation for the classification COVID-19 using chest computed tomography images Nov 14, 2023 Computed Tomography (CT) Domain Adaptation
— Unverified In-context Learning and Gradient Descent Revisited Nov 13, 2023 Few-Shot Learning In-Context Learning
Code Code Available Few Shot Learning for the Classification of Confocal Laser Endomicroscopy Images of Head and Neck Tumors Nov 13, 2023 Few-Shot Learning
— Unverified Learning Knowledge-Enhanced Contextual Language Representations for Domain Natural Language Understanding Nov 12, 2023 Contrastive Learning Data Augmentation
— Unverified Relation Extraction in underexplored biomedical domains: A diversity-optimised sampling and synthetic data generation approach Nov 10, 2023 Diversity Drug Discovery
Code Code Available Chatbots Are Not Reliable Text Annotators Nov 9, 2023 Few-Shot Learning text annotation
Code Code Available Enhancing Instance-Level Image Classification with Set-Level Labels Nov 9, 2023 Classification Few-Shot Learning
— Unverified Analysis and Applications of Deep Learning with Finite Samples in Full Life-Cycle Intelligence of Nuclear Power Generation Nov 7, 2023 Few-Shot Learning Open Set Learning
— Unverified Multilingual Mathematical Autoformalization Nov 7, 2023 Few-Shot Learning Language Acquisition
Code Code Available Meta-Adapter: An Online Few-shot Learner for Vision-Language Model Nov 7, 2023 Few-Shot Learning image-classification
Code Code Available Few-shot Learning using Data Augmentation and Time-Frequency Transformation for Time Series Classification Nov 6, 2023 Data Augmentation Few-Shot Learning
— Unverified Nexus at ArAIEval Shared Task: Fine-Tuning Arabic Language Models for Propaganda and Disinformation Detection Nov 6, 2023 Decision Making Few-Shot Learning
— Unverified Robust Fine-Tuning of Vision-Language Models for Domain Generalization Nov 3, 2023 Domain Generalization Few-Shot Learning
Code Code Available Multi-level Relation Learning for Cross-domain Few-shot Hyperspectral Image Classification Nov 2, 2023 Classification Contrastive Learning
Code Code Available 