Learning to Find Common Objects Across Few Image Collections Apr 29, 2019 Few-Shot Learning Object
Code Code Available 5 Learning to Learn Kernels with Variational Random Features Jun 11, 2020 Few-Shot Learning Meta-Learning
Code Code Available 5 DRESS: Disentangled Representation-based Self-Supervised Meta-Learning for Diverse Tasks Mar 12, 2025 Diversity Few-Shot Learning
Code Code Available 5 Do we still need Human Annotators? Prompting Large Language Models for Aspect Sentiment Quad Prediction Feb 18, 2025 Aspect-Based Sentiment Analysis (ABSA) Few-Shot Learning
Code Code Available 5 Do Tutors Learn from Equity Training and Can Generative AI Assess It? Dec 15, 2024 Few-Shot Learning
Code Code Available 5 Exploring the Similarity of Representations in Model-Agnostic Meta-Learning May 12, 2021 Few-Shot Learning Meta-Learning
Code Code Available 5 Learning New Tasks from a Few Examples with Soft-Label Prototypes Oct 31, 2022 Few-Shot Learning Meta-Learning
Code Code Available 5 Boosting keyword spotting through on-device learnable user speech characteristics Mar 12, 2024 Few-Shot Learning Keyword Spotting
Code Code Available 5 Extensively Matching for Few-shot Learning Event Detection Jun 17, 2020 Event Detection Few-Shot Learning
Code Code Available 5 Nearest Neighbour Few-Shot Learning for Cross-lingual Classification Sep 6, 2021 Classification Few-Shot Learning
Code Code Available 5 Do Prompt-Based Models Really Understand the Meaning of their Prompts? Sep 2, 2021 Few-Shot Learning Natural Language Inference
Code Code Available 5 Unlocking the Full Potential of Small Data with Diverse Supervision Nov 29, 2019 Few-Shot Learning Representation Learning
Code Code Available 5 Towards Context-Agnostic Learning Using Synthetic Data May 29, 2020 Few-Shot Learning image-classification
Code Code Available 5 An Empirical Study and Analysis of Generalized Zero-Shot Learning for Object Recognition in the Wild May 13, 2016 Few-Shot Learning Generalized Zero-Shot Learning
Code Code Available 5 Are Large Language Models Robust Coreference Resolvers? May 23, 2023 coreference-resolution Coreference Resolution
Code Code Available 5 E-Sort: Empowering End-to-end Neural Network for Multi-channel Spike Sorting with Transfer Learning and Fast Post-processing Sep 19, 2024 Few-Shot Learning Spike Sorting
Code Code Available 5 Learning from the Tangram to Solve Mini Visual Tasks Dec 12, 2021 Few-Shot Learning
Code Code Available 5 Bayesian Active Meta-Learning for Few Pilot Demodulation and Equalization Aug 2, 2021 Few-Shot Learning Meta-Learning
Code Code Available 5 Boosting Few-Shot Visual Learning with Self-Supervision Jun 12, 2019 Few-Shot Learning Self-Supervised Learning
Code Code Available 5 Learning Deep Disentangled Embeddings with the F-Statistic Loss Feb 14, 2018 Few-Shot Learning
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 Learning Adaptive Classifiers Synthesis for Generalized Few-Shot Learning Jun 7, 2019 Few-Shot Learning Generalized Few-Shot Learning
Code Code Available 5 LCNN: Lookup-based Convolutional Neural Network Nov 20, 2016 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 learn2learn: A Library for Meta-Learning Research Aug 27, 2020 Few-Shot Learning Meta-Learning
Code Code Available 5 NeuroCLIP: Neuromorphic Data Understanding by CLIP and SNN Jun 21, 2023 Few-Shot Learning
Code Code Available 5 Does MAML Only Work via Feature Re-use? A Data Centric Perspective Dec 24, 2021 Few-Shot Learning Meta-Learning
Code Code Available 5 Does language help generalization in vision models? Apr 16, 2021 Adversarial Robustness Clustering
Code Code Available 5 An Efficient and Explainable Transformer-Based Few-Shot Learning for Modeling Electricity Consumption Profiles Across Thousands of Domains Aug 15, 2024 Few-Shot Learning Transfer 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 DocLangID: Improving Few-Shot Training to Identify the Language of Historical Documents May 3, 2023 Few-Shot Learning Language Identification
Code Code Available 5 A Baseline for Few-Shot Image Classification Sep 6, 2019 Classification Few-Shot Image Classification
Code Code Available 5 Federated Few-shot Learning for Cough Classification with Edge Devices Sep 3, 2023 Cough Classification Federated 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 Diversity with Cooperation: Ensemble Methods for Few-Shot Classification Mar 27, 2019 Classification Diversity
Code Code Available 5 Diversity Transfer Network for Few-Shot Learning Dec 31, 2019 Diversity Few-Shot Learning
Code Code Available 5 Large Language Models as Attribution Regularizers for Efficient Model Training Feb 27, 2025 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 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 Large Language Models Vote: Prompting for Rare Disease Identification Aug 24, 2023 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 Acquiring Bidirectionality via Large and Small Language Models Aug 19, 2024 Few-Shot Learning named-entity-recognition
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 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 Few-Max: Few-Shot Domain Adaptation for Unsupervised Contrastive Representation Learning Jun 21, 2022 Contrastive Learning Domain Adaptation
Code Code Available 5 Kernel Relative-prototype Spectral Filtering for Few-shot Learning Jul 24, 2022 Few-Shot Learning
Code Code Available 5 