Text-dependent Speaker Verification (TdSV) Challenge 2024: Challenge Evaluation Plan Apr 20, 2024 Few-Shot Learning Multi-Task Learning
— Unverified Stance Detection on Social Media with Fine-Tuned Large Language Models Apr 18, 2024 Few-Shot Learning Stance Detection
— Unverified When LLMs are Unfit Use FastFit: Fast and Effective Text Classification with Many Classes Apr 18, 2024 Contrastive Learning Few-Shot Learning
Code Code Available Many-Shot In-Context Learning Apr 17, 2024 Few-Shot Learning In-Context Learning
— Unverified CryoMAE: Few-Shot Cryo-EM Particle Picking with Masked Autoencoders Apr 15, 2024 3D Reconstruction Few-Shot Learning
— Unverified Conditional Prototype Rectification Prompt Learning Apr 15, 2024 Few-Shot Learning Prompt Learning
Code Code Available Large Language Models Can Automatically Engineer Features for Few-Shot Tabular Learning Apr 15, 2024 Few-Shot Learning In-Context Learning
Code Code Available The Devil is in the Few Shots: Iterative Visual Knowledge Completion for Few-shot Learning Apr 15, 2024 Few-Shot Learning Zero-Shot Learning
Code Code Available Improving Recall of Large Language Models: A Model Collaboration Approach for Relational Triple Extraction Apr 15, 2024 Few-Shot Learning
— Unverified GeMQuAD : Generating Multilingual Question Answering Datasets from Large Language Models using Few Shot Learning Apr 14, 2024 Extractive Question-Answering Few-Shot Learning
— Unverified AMU-Tuning: Effective Logit Bias for CLIP-based Few-shot Learning Apr 13, 2024 Few-Shot Learning
Code Code Available PM2: A New Prompting Multi-modal Model Paradigm for Few-shot Medical Image Classification Apr 13, 2024 Classification Few-Shot Learning
— Unverified Navigating the Landscape of Large Language Models: A Comprehensive Review and Analysis of Paradigms and Fine-Tuning Strategies Apr 13, 2024 Few-Shot Learning Knowledge Distillation
Code Code Available ChatGPT and general-purpose AI count fruits in pictures surprisingly well Apr 12, 2024 Deep Learning Few-Shot Learning
— Unverified Sketch-Plan-Generalize: Learning and Planning with Neuro-Symbolic Programmatic Representations for Inductive Spatial Concepts Apr 11, 2024 Code Generation continual few-shot learning
— Unverified Using Few-Shot Learning to Classify Primary Lung Cancer and Other Malignancy with Lung Metastasis in Cytological Imaging via Endobronchial Ultrasound Procedures Apr 9, 2024 Contrastive Learning Few-Shot Learning
— Unverified Elephants Never Forget: Memorization and Learning of Tabular Data in Large Language Models Apr 9, 2024 Few-Shot Learning Language Modelling
Code Code Available Few-Shot Object Detection: Research Advances and Challenges Apr 7, 2024 Few-Shot Learning Few-Shot Object Detection
— Unverified Robust Few-Shot Ensemble Learning with Focal Diversity-Based Pruning Apr 5, 2024 Diversity Ensemble Learning
Code Code Available No Time to Train: Empowering Non-Parametric Networks for Few-shot 3D Scene Segmentation Apr 5, 2024 Few-Shot Learning Scene Segmentation
Code Code Available Negatives Make A Positive: An Embarrassingly Simple Approach to Semi-Supervised Few-Shot Learning Apr 4, 2024 Few-Shot Learning Pseudo Label
— Unverified SSwsrNet: A Semi-Supervised Few-Shot Learning Framework for Wireless Signal Recognition Apr 3, 2024 Classification Few-Shot Learning
— Unverified Non-negative Subspace Feature Representation for Few-shot Learning in Medical Imaging Apr 3, 2024 Attribute Dimensionality Reduction
— Unverified Is Meta-training Really Necessary for Molecular Few-Shot Learning ? Apr 2, 2024 Drug Discovery Few-Shot Learning
— Unverified Class-Incremental Few-Shot Event Detection Apr 2, 2024 Event Detection Few-Shot Learning
— Unverified Small Language Models Learn Enhanced Reasoning Skills from Medical Textbooks Mar 30, 2024 Few-Shot Learning Instruction Following
— Unverified MFORT-QA: Multi-hop Few-shot Open Rich Table Question Answering Mar 28, 2024 Few-Shot Learning Question Answering
— Unverified PLOT-TAL -- Prompt Learning with Optimal Transport for Few-Shot Temporal Action Localization Mar 27, 2024 Action Localization Diversity
— Unverified Cross-System Categorization of Abnormal Traces in Microservice-Based Systems via Meta-Learning Mar 27, 2024 Anomaly Detection Classification
— Unverified Real Acoustic Fields: An Audio-Visual Room Acoustics Dataset and Benchmark Mar 27, 2024 Few-Shot Learning Pose Tracking
— Unverified Using Domain Knowledge to Guide Dialog Structure Induction via Neural Probabilistic Soft Logic Mar 26, 2024 Domain Generalization Few-Shot Learning
— Unverified PCToolkit: A Unified Plug-and-Play Prompt Compression Toolkit of Large Language Models Mar 26, 2024 Code Completion Few-Shot Learning
Code Code Available Boosting Few-Shot Learning with Disentangled Self-Supervised Learning and Meta-Learning for Medical Image Classification Mar 26, 2024 Few-Shot Learning image-classification
— Unverified Automate Knowledge Concept Tagging on Math Questions with LLMs Mar 26, 2024 Few-Shot Learning Math
— Unverified Few-Shot Bearing Fault Diagnosis Via Ensembling Transformer-Based Model With Mahalanobis Distance Metric Learning From Multiscale Features Mar 25, 2024 Classification Fault Diagnosis
Code Code Available Exploring the Generalization of Cancer Clinical Trial Eligibility Classifiers Across Diseases Mar 25, 2024 Few-Shot Learning
— Unverified SegICL: A Multimodal In-context Learning Framework for Enhanced Segmentation in Medical Imaging Mar 25, 2024 Few-Shot Learning Image Segmentation
— Unverified A Little Leak Will Sink a Great Ship: Survey of Transparency for Large Language Models from Start to Finish Mar 24, 2024 Few-Shot Learning
— Unverified Cross-domain Multi-modal Few-shot Object Detection via Rich Text Mar 24, 2024 Cross-Domain Few-Shot Domain Adaptation
Code Code Available Boosting Few-Shot Learning via Attentive Feature Regularization Mar 23, 2024 Few-Shot Learning
— Unverified MatchSeg: Towards Better Segmentation via Reference Image Matching Mar 23, 2024 Domain Generalization Few-Shot Learning
Code Code Available Comprehensive Evaluation and Insights into the Use of Large Language Models in the Automation of Behavior-Driven Development Acceptance Test Formulation Mar 22, 2024 Few-Shot Learning In-Context Learning
Code Code Available Learning-to-Learn the Wave Angle Estimation Mar 21, 2024 Few-Shot Learning Meta-Learning
— Unverified Clinical information extraction for Low-resource languages with Few-shot learning using Pre-trained language models and Prompting Mar 20, 2024 Domain Adaptation Few-Shot Learning
— Unverified LUWA Dataset: Learning Lithic Use-Wear Analysis on Microscopic Images Mar 19, 2024 Few-Shot Learning image-classification
— Unverified Enhancing Vision-Language Few-Shot Adaptation with Negative Learning Mar 19, 2024 Computational Efficiency Domain Generalization
Code Code Available Pretraining Codomain Attention Neural Operators for Solving Multiphysics PDEs Mar 19, 2024 Few-Shot Learning Self-Supervised Learning
Code Code Available Pragmatic Competence Evaluation of Large Language Models for the Korean Language Mar 19, 2024 Few-Shot Learning Multiple-choice
Code Code Available CO3: Low-resource Contrastive Co-training for Generative Conversational Query Rewrite Mar 18, 2024 Contrastive Learning Data Augmentation
— Unverified Towards Understanding the Relationship between In-context Learning and Compositional Generalization Mar 18, 2024 Few-Shot Learning In-Context Learning
— Unverified 