Diversity Transfer Network for Few-Shot Learning Dec 31, 2019 Diversity Few-Shot Learning
Code Code Available 5 learn2learn: A Library for Meta-Learning Research Aug 27, 2020 Few-Shot Learning Meta-Learning
Code Code Available 5 A Flag Decomposition for Hierarchical Datasets Feb 11, 2025 Clustering Denoising
Code Code Available 5 LEARN: A Unified Framework for Multi-Task Domain Adapt Few-Shot Learning Dec 20, 2024 Domain Adaptation Few-Shot Learning
Code Code Available 5 LC-Protonets: Multi-Label Few-Shot Learning for World Music Audio Tagging Sep 17, 2024 Audio Tagging Few-Shot Learning
Code Code Available 5 Parameter-Efficient Cross-lingual Transfer of Vision and Language Models via Translation-based Alignment May 2, 2023 Cross-Lingual Transfer Few-Shot Learning
Code Code Available 5 Diverse Retrieval-Augmented In-Context Learning for Dialogue State Tracking Jul 4, 2023 Dialogue State Tracking Few-Shot Learning
Code Code Available 5 Few-Shot Action Localization without Knowing Boundaries Jun 8, 2021 Action Localization Few-Shot Learning
Code Code Available 5 Diverse Few-Shot Text Classification with Multiple Metrics May 19, 2018 Classification Few-Shot Learning
Code Code Available 5 BioRAGent: A Retrieval-Augmented Generation System for Showcasing Generative Query Expansion and Domain-Specific Search for Scientific Q&A Dec 16, 2024 Answer Generation Few-Shot Learning
Code Code Available 5 Layer-Wise Feature Metric of Semantic-Pixel Matching for Few-Shot Learning Nov 10, 2024 Few-Shot Learning
Code Code Available 5 LaSO: Label-Set Operations networks for multi-label few-shot learning Feb 26, 2019 Data Augmentation Few-Shot Learning
Code Code Available 5 LAVA: Label-efficient Visual Learning and Adaptation Oct 19, 2022 Few-Shot Learning Transfer Learning
Code Code Available 5 An Ensemble of Epoch-wise Empirical Bayes for Few-shot Learning Apr 17, 2019 Few-Shot Learning Meta-Learning
Code Code Available 5 Large-Scale Few-Shot Learning: Knowledge Transfer With Class Hierarchy Jun 1, 2019 Few-Shot Learning Transfer Learning
Code Code Available 5 Acquiring Bidirectionality via Large and Small Language Models Aug 19, 2024 Few-Shot Learning named-entity-recognition
Code Code Available 5 Large Language Models Vote: Prompting for Rare Disease Identification Aug 24, 2023 Few-Shot Learning
Code Code Available 5 LCNN: Lookup-based Convolutional Neural Network Nov 20, 2016 Few-Shot Learning
Code Code Available 5 A Named Entity Recognition Corpus for Vietnamese Biomedical Texts to Support Tuberculosis Treatment Jun 1, 2022 Diagnostic Few-Shot Learning
Code Code Available 5 Bi-Matching Mechanism to Combat the Long Tail of Word Sense Disambiguation Nov 16, 2021 Few-Shot Learning Word Sense Disambiguation
Code Code Available 5 Large Language Models as Attribution Regularizers for Efficient Model Training Feb 27, 2025 Few-Shot Learning
Code Code Available 5 EOL: Transductive Few-Shot Open-Set Recognition by Enhancing Outlier Logits Aug 4, 2024 Few-Shot Learning Open Set Learning
Code Code Available 5 Direct multimodal few-shot learning of speech and images Dec 10, 2020 Few-Shot Learning Transfer Learning
Code Code Available 5 DiffKendall: A Novel Approach for Few-Shot Learning with Differentiable Kendall's Rank Correlation Jul 28, 2023 Few-Shot Image Classification Few-Shot Learning
Code Code Available 5 Large Language Models are biased to overestimate profoundness Oct 22, 2023 Few-Shot Learning
Code Code Available 5 Towards Context-Agnostic Learning Using Synthetic Data May 29, 2020 Few-Shot Learning image-classification
Code Code Available 5 L-HYDRA: Multi-Head Physics-Informed Neural Networks Jan 5, 2023 Few-Shot Learning Meta-Learning
Code Code Available 5 Kernel Relative-prototype Spectral Filtering for Few-shot Learning Jul 24, 2022 Few-Shot Learning
Code Code Available 5 Coloring With Limited Data: Few-Shot Colorization via Memory-Augmented Networks Jun 9, 2019 Colorization Few-Shot Learning
Code Code Available 5 Few-Shot Classification of Skin Lesions from Dermoscopic Images by Meta-Learning Representative Embeddings Oct 30, 2022 Few-Shot Learning Meta-Learning
Code Code Available 5 ASSERTIFY: Utilizing Large Language Models to Generate Assertions for Production Code Nov 25, 2024 Few-Shot Learning Prompt Engineering
Code Code Available 5 Preserving Fine-Grain Feature Information in Classification via Entropic Regularization Aug 7, 2022 Classification Diversity
Code Code Available 5 Beyond Textual Constraints: Learning Novel Diffusion Conditions with Fewer Examples Jan 1, 2024 Few-Shot Learning
Code Code Available 5 Kajal: Extracting Grammar of a Source Code Using Large Language Models Dec 12, 2024 Few-Shot Learning Prompt Engineering
Code Code Available 5 Dictionary-Assisted Supervised Contrastive Learning Oct 27, 2022 Contrastive Learning Data Augmentation
Code Code Available 5 Beyond Scores: A Modular RAG-Based System for Automatic Short Answer Scoring with Feedback Sep 30, 2024 Few-Shot Learning Prompt Engineering
Code Code Available 5 Joint Graph Learning and Model Fitting in Laplacian Regularized Stratified Models May 4, 2023 Few-Shot Learning Graph Clustering
Code Code Available 5 Knowledge-Enhanced Multi-Label Few-Shot Product Attribute-Value Extraction Aug 16, 2023 Attribute Attribute Value Extraction
Code Code Available 5 An AI-Powered VVPAT Counter for Elections in India Dec 9, 2022 Few-Shot Learning Image Classification
Code Code Available 5 Investigating the Effect of Natural Language Explanations on Out-of-Distribution Generalization in Few-shot NLI Oct 12, 2021 Few-Shot Learning Few-Shot NLI
Code Code Available 5 Detecting Statements in Text: A Domain-Agnostic Few-Shot Solution May 9, 2024 Few-Shot Learning Natural Language Inference
Code Code Available 5 Beyond Interpretability: The Gains of Feature Monosemanticity on Model Robustness Oct 27, 2024 Domain Generalization Few-Shot Learning
Code Code Available 5 Interval Bound Interpolation for Few-shot Learning with Few Tasks Apr 7, 2022 Few-Shot Learning Meta-Learning
Code Code Available 5 Do prompt positions really matter? May 23, 2023 Few-Shot Learning Natural Language Understanding
Code Code Available 5 Knowledge Graph Transfer Network for Few-Shot Recognition Nov 21, 2019 Few-Shot Image Classification Few-Shot Learning
Code Code Available 5 IntellectSeeker: A Personalized Literature Management System with the Probabilistic Model and Large Language Model Dec 10, 2024 Articles Few-Shot Learning
Code Code Available 5 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 5 Intelligence, physics and information -- the tradeoff between accuracy and simplicity in machine learning Jan 11, 2020 BIG-bench Machine Learning Causal Discovery
Code Code Available 5 Instance-level Few-shot Learning with Class Hierarchy Mining Apr 15, 2023 Few-shot Instance Segmentation Few-Shot Learning
Code Code Available 5 Instance Selection Mechanisms for Human-in-the-Loop Systems in Few-Shot Learning Jul 14, 2022 BIG-bench Machine Learning Few-Shot Learning
Code Code Available 5 