Few-shot Learning for Multi-modal Social Media Event Filtering Nov 16, 2022 Few-Shot Learning
Code Code Available 5 Hidden Entity Detection from GitHub Leveraging Large Language Models Jan 8, 2025 Few-Shot Learning named-entity-recognition
Code Code Available 5 AI-Assisted Colonoscopy: Polyp Detection and Segmentation using Foundation Models Mar 31, 2025 Few-Shot Learning
Code Code Available 5 PACIA: Parameter-Efficient Adapter for Few-Shot Molecular Property Prediction Oct 1, 2023 Few-Shot Learning Graph Neural Network
Code Code Available 5 Implicit Geometry and Interaction Embeddings Improve Few-Shot Molecular Property Prediction Feb 4, 2023 Few-Shot Learning Molecular Docking
Code Code Available 5 Harnessing Large Language Models Over Transformer Models for Detecting Bengali Depressive Social Media Text: A Comprehensive Study Jan 14, 2024 Deep Learning Depression Detection
Code Code Available 5 AutoProtoNet: Interpretability for Prototypical Networks Apr 2, 2022 Few-Shot Learning Meta-Learning
Code Code Available 5 Few-Shot Learning for Image Classification of Common Flora May 7, 2021 Classification Few-Shot Image Classification
Code Code Available 5 GSHOT: Few-shot Generative Modeling of Labeled Graphs Jun 6, 2023 Drug Discovery Few-Shot Learning
Code Code Available 5 Gaussian Process Emulators for Few-Shot Segmentation in Cardiac MRI Nov 11, 2024 Data Integration Few-Shot Learning
Code Code Available 5 Gaussian Prototypical Networks for Few-Shot Learning on Omniglot Aug 9, 2017 Classification Clustering
Code Code Available 5 MISE: Meta-knowledge Inheritance for Social Media-Based Stressor Estimation May 3, 2025 Few-Shot Learning Meta-Learning
Code Code Available 5 Hebbian and Gradient-based Plasticity Enables Robust Memory and Rapid Learning in RNNs Feb 7, 2023 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 Hierarchical Variational Memory for Few-shot Learning Across Domains Dec 15, 2021 Few-Shot Learning Variational Inference
Code Code Available 5 GeneMask: Fast Pretraining of Gene Sequences to Enable Few-Shot Learning Jul 29, 2023 Few-Shot Learning Language Modeling
Code Code Available 5 Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation Extraction Feb 17, 2024 Few-Shot Learning Language Modelling
Code Code Available 5 Grid Cell Path Integration For Movement-Based Visual Object Recognition Feb 17, 2021 Few-Shot Learning Navigate
Code Code Available 5 Few-shot learning for COVID-19 Chest X-Ray Classification with Imbalanced Data: An Inter vs. Intra Domain Study Jan 18, 2024 Data Augmentation Few-Shot Learning
Code Code Available 5 Few-Shot Learning with Localization in Realistic Settings Apr 9, 2019 Few-Shot Learning Meta-Learning
Code Code Available 5 Graph Few-shot Learning via Knowledge Transfer Oct 7, 2019 Few-Shot Learning General Classification
Code Code Available 5 Graph Few-shot Learning with Task-specific Structures Oct 21, 2022 Classification Few-Shot Learning
Code Code Available 5 Hierarchy-based Image Embeddings for Semantic Image Retrieval Sep 26, 2018 Few-Shot Learning Image Retrieval
Code Code Available 5 Generalized Knowledge Distillation via Relationship Matching May 4, 2022 Few-Shot Learning Incremental Learning
Code Code Available 5 Conditional Prototype Rectification Prompt Learning Apr 15, 2024 Few-Shot Learning Prompt Learning
Code Code Available 5 Few-Shot Learning for Argument Aspects of the Nuclear Energy Debate Jun 1, 2022 Argument Mining Few-Shot Learning
Code Code Available 5 GPT-3 Models are Poor Few-Shot Learners in the Biomedical Domain Sep 6, 2021 Few-Shot Learning Language Modelling
Code Code Available 5 Multidimensional Belief Quantification for Label-Efficient Meta-Learning Mar 23, 2022 Few-Shot Image Classification Few-Shot Learning
Code Code Available 5 Conceptual Design Generation Using Large Language Models May 30, 2023 Few-Shot Learning Prompt Engineering
Code Code Available 5 ConceptSearch: Towards Efficient Program Search Using LLMs for Abstraction and Reasoning Corpus (ARC) Dec 10, 2024 ARC Few-Shot Learning
Code Code Available 5 GPS: Genetic Prompt Search for Efficient Few-shot Learning Oct 31, 2022 Few-Shot Learning
Code Code Available 5 Concept Replacer: Replacing Sensitive Concepts in Diffusion Models via Precision Localization Dec 2, 2024 Denoising Few-Shot Learning
Code Code Available 5 Few-Shot Learning by Explicit Physics Integration: An Application to Groundwater Heat Transport Jul 8, 2025 Few-Shot Learning
Code Code Available 5 Gotta Learn Fast: A New Benchmark for Generalization in RL Apr 10, 2018 Few-Shot Learning reinforcement-learning
Code Code Available 5 Generalizing from a Few Examples: A Survey on Few-Shot Learning Apr 10, 2019 BIG-bench Machine Learning Few-Shot Learning
Code Code Available 5 Global Convolutional Neural Processes Sep 2, 2021 Few-Shot Learning Gaussian Processes
Code Code Available 5 Adaptive Cross-Modal Few-Shot Learning Feb 19, 2019 Few-Shot Image Classification Few-Shot Learning
Code Code Available 5 Few-shot Learning as Cluster-induced Voronoi Diagrams: A Geometric Approach Feb 5, 2022 Few-Shot Learning
Code Code Available 5 GOGGLES: Automatic Image Labeling with Affinity Coding Mar 11, 2019 Few-Shot Learning
Code Code Available 5 Graph convolutional networks for learning with few clean and many noisy labels Oct 1, 2019 Few-Shot Learning General Classification
Code Code Available 5 High-order structure preserving graph neural network for few-shot learning May 29, 2020 Few-Shot Learning Graph Neural Network
Code Code Available 5 A Zero-Shot LLM Framework for Automatic Assignment Grading in Higher Education Jan 24, 2025 Few-Shot Learning Language Modeling
Code Code Available 5 Reasoning Graph Enhanced Exemplars Retrieval for In-Context Learning Sep 17, 2024 Few-Shot Learning In-Context Learning
Code Code Available 5 Few-Shot Learning Approach on Tuberculosis Classification Based on Chest X-Ray Images Sep 18, 2024 Classification Few-Shot Learning
— Unverified 0 Few-shot learning approaches for classifying low resource domain specific software requirements Feb 14, 2023 Few-Shot Learning
— Unverified 0 Few-Shot Knowledge Graph Completion with Data Fusion and Augmentation Nov 16, 2021 Few-Shot Learning Knowledge Graph Completion
— Unverified 0 A Study of Few-Shot Audio Classification Dec 2, 2020 Audio Classification BIG-bench Machine Learning
— Unverified 0 Few-shot Intent Classification and Slot Filling with Retrieved Examples Apr 12, 2021 Classification Few-Shot Learning
— Unverified 0 Few-Shot Incremental Learning for Label-to-Image Translation Jan 1, 2022 Few-Shot Learning Incremental Learning
— Unverified 0 Few-Shot In-Context Imitation Learning via Implicit Graph Alignment Oct 18, 2023 Few-Shot Learning Imitation Learning
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