CORE: A Retrieve-then-Edit Framework for Counterfactual Data Generation Oct 10, 2022 counterfactual Data Augmentation
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 Few-Shot Multilingual Open-Domain QA from 5 Examples Feb 27, 2025 Few-Shot Learning Open-Domain Question Answering
Code Code Available 5 Cooperative Bi-path Metric for Few-shot Learning Aug 10, 2020 Classification Few-Shot 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-aware Prompt Learning for Language Understanding and Generation Jan 18, 2022 Few-Shot Learning Prompt 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 Few-shot link prediction via graph neural networks for Covid-19 drug-repurposing Jul 20, 2020 Drug Discovery Few-Shot Learning
Code Code Available 5 A Large Encoder-Decoder Family of Foundation Models For Chemical Language Jul 24, 2024 Decoder Few-Shot Learning
Code Code Available 5 In-context Learning and Gradient Descent Revisited Nov 13, 2023 Few-Shot Learning In-Context Learning
Code Code Available 5 Attentional Meta-learners for Few-shot Polythetic Classification Jun 9, 2021 Classification feature selection
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 Improving Meta-Learning Generalization with Activation-Based Early-Stopping Aug 3, 2022 Few-Shot Learning Meta-Learning
Code Code Available 5 Improving generalization in large language models by learning prefix subspaces Oct 24, 2023 Few-Shot Learning parameter-efficient fine-tuning
Code Code Available 5 Improving Generalization in Meta-Learning via Meta-Gradient Augmentation Jun 14, 2023 Few-Shot Learning Memorization
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 Language Agent for Autonomous Driving Nov 17, 2023 Autonomous Driving Common Sense Reasoning
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 Improving Social Meaning Detection with Pragmatic Masking and Surrogate Fine-Tuning Aug 1, 2021 Denoising Few-Shot Learning
Code Code Available 5 Improved transferability of self-supervised learning models through batch normalization finetuning Aug 15, 2024 Classification Few-Shot Learning
Code Code Available 5 A Transductive Multi-Head Model for Cross-Domain Few-Shot Learning Jun 8, 2020 Cross-Domain Few-Shot cross-domain few-shot learning
Code Code Available 5 Improved Visually Prompted Keyword Localisation in Real Low-Resource Settings Sep 9, 2024 Few-Shot Learning
Code Code Available 5 Images in Language Space: Exploring the Suitability of Large Language Models for Vision & Language Tasks May 23, 2023 Few-Shot Learning Language Modeling
Code Code Available 5 Cross-Domain Few-Shot Learning via Adaptive Transformer Networks Jan 25, 2024 Cross-Domain Few-Shot cross-domain few-shot learning
Code Code Available 5 Few-Shot Learning with Graph Neural Networks Jan 1, 2018 Active Learning 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 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 LEARN: A Unified Framework for Multi-Task Domain Adapt Few-Shot Learning Dec 20, 2024 Domain Adaptation Few-Shot Learning
Code Code Available 5 Few-Shot Transfer Learning to improve Chest X-Ray pathology detection using limited triplets Apr 16, 2022 Diagnostic Few-Shot Learning
Code Code Available 5 Few-Shot Learning with Graph Neural Networks Nov 10, 2017 Active Learning Cross-Domain Few-Shot
Code Code Available 5 Continuous max-flow augmentation of self-supervised few-shot learning on SPECT left ventricles May 9, 2024 Diagnostic Few-Shot Learning
Code Code Available 5 Identifying Misinformation on YouTube through Transcript Contextual Analysis with Transformer Models Jul 22, 2023 Articles Classification
Code Code Available 5 Few-Shot Learning with Global Class Representations Aug 14, 2019 Few-Shot Image Classification Few-Shot Learning
Code Code Available 5 IDD: A Dataset for Exploring Problems of Autonomous Navigation in Unconstrained Environments Nov 26, 2018 Autonomous Navigation Domain Adaptation
Code Code Available 5 HyperPlanes: Hypernetwork Approach to Rapid NeRF Adaptation Feb 2, 2024 Few-Shot Learning NeRF
Code Code Available 5 Expanding continual few-shot learning benchmarks to include recognition of specific instances Aug 26, 2022 continual few-shot learning Continual Learning
Code Code Available 5 HRKD: Hierarchical Relational Knowledge Distillation for Cross-domain Language Model Compression Oct 16, 2021 Few-Shot Learning Knowledge Distillation
Code Code Available 5 Few 'Zero Level Set'-Shot Learning of Shape Signed Distance Functions in Feature Space Jul 9, 2022 3D Reconstruction Decoder
Code Code Available 5 Continual Few-Shot Learning for Text Classification Nov 1, 2021 Classification continual few-shot learning
Code Code Available 5 Few-shot learning via tensor hallucination Apr 19, 2021 Data Augmentation Few-Shot Learning
Code Code Available 5 A Closer Look at the Training Strategy for Modern Meta-Learning Dec 1, 2020 Few-Shot Learning Meta-Learning
Code Code Available 5 Continual Adversarial Defense Dec 15, 2023 Adversarial Defense Continual Learning
Code Code Available 5 HQP: A Human-Annotated Dataset for Detecting Online Propaganda Apr 28, 2023 Few-Shot Learning Propaganda detection
Code Code Available 5 Learning to Find Common Objects Across Few Image Collections Apr 29, 2019 Few-Shot Learning Object
Code Code Available 5 Finding Task-Relevant Features for Few-Shot Learning by Category Traversal May 27, 2019 Few-Shot Learning Metric Learning
Code Code Available 5 Kernel Relative-prototype Spectral Filtering for Few-shot Learning Jul 24, 2022 Few-Shot 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 PACIA: Parameter-Efficient Adapter for Few-Shot Molecular Property Prediction Oct 1, 2023 Few-Shot Learning Graph Neural Network
Code Code Available 5 