mGPT: Few-Shot Learners Go Multilingual Apr 15, 2022 Cross-Lingual Natural Language Inference Cross-Lingual Paraphrase Identification
Code Code Available Me LLaMA: Foundation Large Language Models for Medical Applications Feb 20, 2024 Few-Shot Learning GPU
Code Code Available Multimodal C4: An Open, Billion-scale Corpus of Images Interleaved with Text Apr 14, 2023 Few-Shot Learning
Code Code Available Task Attribute Distance for Few-Shot Learning: Theoretical Analysis and Applications Mar 6, 2024 Attribute Data Augmentation
Code Code Available PaLM: Scaling Language Modeling with Pathways Apr 5, 2022 Auto Debugging Code Generation
Code Code Available Logits DeConfusion with CLIP for Few-Shot Learning Apr 16, 2025 Few-Shot Learning
Code Code Available BBTv2: Towards a Gradient-Free Future with Large Language Models May 23, 2022 Few-Shot Learning Language Modelling
Code Code Available Universal Few-shot Learning of Dense Prediction Tasks with Visual Token Matching Mar 27, 2023 Decoder Few-Shot Learning
Code Code Available LibFewShot: A Comprehensive Library for Few-shot Learning Sep 10, 2021 Data Augmentation Few-Shot Image Classification
Code Code Available What Changes Can Large-scale Language Models Bring? Intensive Study on HyperCLOVA: Billions-scale Korean Generative Pretrained Transformers Sep 10, 2021 Few-Shot Learning In-Context Learning
Code Code Available Large Language Models to Enhance Bayesian Optimization Feb 6, 2024 Bayesian Optimization Few-Shot Learning
Code Code Available An Empirical Evaluation of Using Large Language Models for Automated Unit Test Generation Feb 13, 2023 Few-Shot Learning Language Modelling
Code Code Available AWT: Transferring Vision-Language Models via Augmentation, Weighting, and Transportation Jul 5, 2024 Action Recognition Few-Shot Image Classification
Code Code Available Big Transfer (BiT): General Visual Representation Learning Dec 24, 2019 Few-Shot Learning Fine-Grained Image Classification
Code Code Available PCP-MAE: Learning to Predict Centers for Point Masked Autoencoders Aug 16, 2024 3D Object Classification 3D Point Cloud Classification
Code Code Available A Survey of Time Series Foundation Models: Generalizing Time Series Representation with Large Language Model May 3, 2024 Decision Making Few-Shot Learning
Code Code Available Hungry Hungry Hippos: Towards Language Modeling with State Space Models Dec 28, 2022 8k Coreference Resolution
Code Code Available In-BoXBART: Get Instructions into Biomedical Multi-Task Learning Apr 15, 2022 Few-Shot Learning Multi-Task Learning
Code Code Available Global Convergence and Generalization Bound of Gradient-Based Meta-Learning with Deep Neural Nets Jun 25, 2020 Few-Shot Learning Meta-Learning
Code Code Available GraphCLIP: Enhancing Transferability in Graph Foundation Models for Text-Attributed Graphs Oct 14, 2024 Few-Shot Learning TAG
Code Code Available AnomalyDINO: Boosting Patch-based Few-shot Anomaly Detection with DINOv2 May 23, 2024 Anomaly Detection Anomaly Segmentation
Code Code Available GR-MG: Leveraging Partially Annotated Data via Multi-Modal Goal-Conditioned Policy Aug 26, 2024 Few-Shot Learning Image Generation
Code Code Available Language Model Cascades Jul 21, 2022 Few-Shot Learning Language Modeling
Code Code Available Few-Shot Bearing Fault Diagnosis Via Ensembling Transformer-Based Model With Mahalanobis Distance Metric Learning From Multiscale Features Mar 25, 2024 Classification Fault Diagnosis
Code Code Available FewJoint: A Few-shot Learning Benchmark for Joint Language Understanding Sep 17, 2020 Few-Shot Learning
Code Code Available Improving Factuality and Reasoning in Language Models through Multiagent Debate May 23, 2023 Few-Shot Learning Language Modeling
Code Code Available Few-Shot Learning Patterns in Financial Time-Series for Trend-Following Strategies Oct 16, 2023 Few-Shot Learning Time Series
Code Code Available EHRAgent: Code Empowers Large Language Models for Few-shot Complex Tabular Reasoning on Electronic Health Records Jan 13, 2024 Code Generation Few-Shot Learning
Code Code Available Feature Learning in Infinite-Width Neural Networks Nov 30, 2020 Few-Shot Learning Transfer Learning
Code Code Available Atlas: Few-shot Learning with Retrieval Augmented Language Models Aug 5, 2022 Fact Checking Few-Shot Learning
Code Code Available Large Language Models are Zero-Shot Reasoners May 24, 2022 Arithmetic Reasoning Common Sense Reasoning
Code Code Available DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection for Conversational AI Jul 19, 2023 Conversational Recommendation Diversity
Code Code Available AMU-Tuning: Effective Logit Bias for CLIP-based Few-shot Learning Apr 13, 2024 Few-Shot Learning
Code Code Available LeapVAD: A Leap in Autonomous Driving via Cognitive Perception and Dual-Process Thinking Jan 14, 2025 Autonomous Driving Decision Making
Code Code Available Distilled Feature Fields Enable Few-Shot Language-Guided Manipulation Jul 27, 2023 3D geometry Few-Shot Learning
Code Code Available AlexaTM 20B: Few-Shot Learning Using a Large-Scale Multilingual Seq2Seq Model Aug 2, 2022 Causal Language Modeling Common Sense Reasoning
Code Code Available Masked Autoencoders for Point Cloud Self-supervised Learning Mar 13, 2022 3D Part Segmentation 3D Point Cloud Classification
Code Code Available Continual Training of Language Models for Few-Shot Learning Oct 11, 2022 Continual Learning Continual Pretraining
Code Code Available DCT-Net: Domain-Calibrated Translation for Portrait Stylization Jul 6, 2022 Few-Shot Learning Style Transfer
Code Code Available BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains Feb 15, 2024 Few-Shot Learning Medical Question Answering
Code Code Available Multimodality Helps Unimodality: Cross-Modal Few-Shot Learning with Multimodal Models Jan 16, 2023 Audio Classification Few-Shot Learning
Code Code Available NetMamba: Efficient Network Traffic Classification via Pre-training Unidirectional Mamba May 19, 2024 Classification Few-Shot Learning
Code Code Available Few-Shot Scene Classification of Optical Remote Sensing Images Leveraging Calibrated Pretext Tasks Jul 6, 2022 Contrastive Learning Few-Shot Learning
Code Code Available Boosting Vision-Language Models with Transduction Jun 3, 2024 Few-Shot Learning Transductive Learning
Code Code Available Spatio-Temporal Few-Shot Learning via Diffusive Neural Network Generation Feb 19, 2024 Denoising Few-Shot Learning
Code Code Available Concept Learners for Few-Shot Learning Jul 14, 2020 Few-Shot Learning Fine-Grained Image Classification
Code Code Available A Closer Look at Few-shot Classification Apr 8, 2019 Domain Generalization Few-Shot Learning
Code Code Available CoNeRF: Controllable Neural Radiance Fields Dec 3, 2021 3D Face Modelling 3D Reconstruction
Code Code Available Code Summarization Beyond Function Level Feb 23, 2025 Code Summarization Few-Shot Learning
Code Code Available A Closer Look at Few-Shot 3D Point Cloud Classification Mar 31, 2023 3D Point Cloud Classification Few-Shot 3D Point Cloud Classification
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