Decoder Choice Network for Meta-Learning Sep 25, 2019 Decoder Ensemble Learning
Code Code Available 5 Dealing With Heterogeneous 3D MR Knee Images: A Federated Few-Shot Learning Method With Dual Knowledge Distillation Mar 25, 2023 Federated Learning 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 Learning New Tasks from a Few Examples with Soft-Label Prototypes Oct 31, 2022 Few-Shot Learning Meta-Learning
Code Code Available 5 Dataset2Vec: Learning Dataset Meta-Features May 27, 2019 Auxiliary Learning Few-Shot Learning
Code Code Available 5 Data-Efficient Language Shaped Few-shot Image Classification Nov 1, 2021 Classification Few-Shot Image Classification
Code Code Available 5 Adaptive Prototypical Networks Nov 22, 2022 Few-Shot Learning
Code Code Available 5 Data-Efficient Classification of Radio Galaxies Nov 26, 2020 Classification Few-Shot Learning
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 The Role of Data Curation in Image Captioning May 5, 2023 Few-Shot Learning Image Captioning
Code Code Available 5 Data Augmentation Generative Adversarial Networks Nov 12, 2017 Data Augmentation Few-Shot Learning
Code Code Available 5 ALPaCA vs. GP-based Prior Learning: A Comparison between two Bayesian Meta-Learning Algorithms Oct 15, 2020 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 DAMSL: Domain Agnostic Meta Score-based Learning Jun 6, 2021 Cross-Domain Few-Shot cross-domain few-shot learning
Code Code Available 5 AutoProtoNet: Interpretability for Prototypical Networks Apr 2, 2022 Few-Shot Learning Meta-Learning
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 Kajal: Extracting Grammar of a Source Code Using Large Language Models Dec 12, 2024 Few-Shot Learning Prompt Engineering
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 Automatic Generation of Fashion Images using Prompting in Generative Machine Learning Models Jul 20, 2024 Diversity 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 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 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 Adaptive Posterior Learning: few-shot learning with a surprise-based memory module Feb 7, 2019 Decoder Few-Shot Learning
Code Code Available 5 Interactive Symbol Grounding with Complex Referential Expressions Jul 1, 2022 Few-Shot Learning Negation
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 Instance-aware Prompt Learning for Language Understanding and Generation Jan 18, 2022 Few-Shot Learning Prompt Learning
Code Code Available 5 SIP: Injecting a Structural Inductive Bias into a Seq2Seq Model by Simulation Oct 1, 2023 Few-Shot Learning Inductive Bias
Code Code Available 5 Inferring Latent Class Statistics from Text for Robust Visual Few-Shot Learning Nov 24, 2023 Few-Shot Learning
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 Automated Few-shot Classification with Instruction-Finetuned Language Models May 21, 2023 Classification Few-Shot Learning
Code Code Available 5 Incremental Few-Shot Learning with Attention Attractor Networks Oct 16, 2018 Few-Shot Learning General Classification
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 CrossMoCo: Multi-modal Momentum Contrastive Learning for Point Cloud Jun 8, 2023 3D Object Classification 3D Point Cloud Classification
Code Code Available 5 Karyotype AI for Precision Oncology Nov 20, 2022 Few-Shot Learning Inductive Bias
Code Code Available 5 Improving Sentence Embeddings with Automatic Generation of Training Data Using Few-shot Examples Feb 23, 2024 Dataset Generation Decoder
Code Code Available 5 A Comparative Study on Textual Saliency of Styles from Eye Tracking, Annotations, and Language Models Dec 19, 2022 Few-Shot Learning
Code Code Available 5 Improving Social Meaning Detection with Pragmatic Masking and Surrogate Fine-Tuning Aug 1, 2021 Denoising Few-Shot Learning
Code Code Available 5 Cross-lingual Approaches for the Detection of Adverse Drug Reactions in German from a Patient’s Perspective Jun 1, 2022 Binary Classification Few-Shot Learning
Code Code Available 5 Cross-lingual Approaches for the Detection of Adverse Drug Reactions in German from a Patient's Perspective Aug 3, 2022 Binary Classification Few-Shot Learning
Code Code Available 5 Improving Generalization in Meta-Learning via Meta-Gradient Augmentation Jun 14, 2023 Few-Shot Learning Memorization
Code Code Available 5 Cross-Lingual Alignment of Contextual Word Embeddings, with Applications to Zero-shot Dependency Parsing Feb 25, 2019 Cross-lingual zero-shot dependency parsing Dependency Parsing
Code Code Available 5 Support-Set Context Matters for Bongard Problems Sep 7, 2023 Few-Shot Image Classification Few-Shot Learning
Code Code Available 5 Alleviating Exposure Bias via Multi-level Contrastive Learning and Deviation Simulation in Abstractive Summarization May 3, 2023 Abstractive Text Summarization Contrastive Learning
Code Code Available 5 Improving Meta-Learning Generalization with Activation-Based Early-Stopping Aug 3, 2022 Few-Shot Learning Meta-Learning
Code Code Available 5 Improving Few-Shot Inductive Learning on Temporal Knowledge Graphs using Confidence-Augmented Reinforcement Learning Apr 2, 2023 Few-Shot Learning Inductive Learning
Code Code Available 5 When Low Resource NLP Meets Unsupervised Language Model: Meta-pretraining Then Meta-learning for Few-shot Text Classification Aug 22, 2019 Few-Shot Learning Few-Shot Text Classification
Code Code Available 5 Cross-domain Multi-modal Few-shot Object Detection via Rich Text Mar 24, 2024 Cross-Domain Few-Shot Domain Adaptation
Code Code Available 5 Improved Visually Prompted Keyword Localisation in Real Low-Resource Settings Sep 9, 2024 Few-Shot Learning
Code Code Available 5 Feature Extractor Stacking for Cross-domain Few-shot Learning May 12, 2022 Cross-Domain Few-Shot cross-domain few-shot learning
Code Code Available 5 Adaptive Masking Enhances Visual Grounding Oct 4, 2024 Few-Shot Learning Visual Grounding
Code Code Available 5 