mGPT: Few-Shot Learners Go Multilingual Apr 15, 2022 Cross-Lingual Natural Language Inference Cross-Lingual Paraphrase Identification
Code Code Available ReVersion: Diffusion-Based Relation Inversion from Images Mar 23, 2023 Contrastive Learning Few-Shot Learning
Code Code Available Me LLaMA: Foundation Large Language Models for Medical Applications Feb 20, 2024 Few-Shot Learning GPU
Code Code Available Task Attribute Distance for Few-Shot Learning: Theoretical Analysis and Applications Mar 6, 2024 Attribute Data Augmentation
Code Code Available Multimodal C4: An Open, Billion-scale Corpus of Images Interleaved with Text Apr 14, 2023 Few-Shot Learning
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 Universal Few-shot Learning of Dense Prediction Tasks with Visual Token Matching Mar 27, 2023 Decoder 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 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 LibFewShot: A Comprehensive Library for Few-shot Learning Sep 10, 2021 Data Augmentation Few-Shot Image Classification
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 Improving Factuality and Reasoning in Language Models through Multiagent Debate May 23, 2023 Few-Shot Learning Language Modeling
Code Code Available FewJoint: A Few-shot Learning Benchmark for Joint Language Understanding Sep 17, 2020 Few-Shot Learning
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 Large Language Models are Zero-Shot Reasoners May 24, 2022 Arithmetic Reasoning Common Sense Reasoning
Code Code Available Atlas: Few-shot Learning with Retrieval Augmented Language Models Aug 5, 2022 Fact Checking Few-Shot Learning
Code Code Available DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection for Conversational AI Jul 19, 2023 Conversational Recommendation Diversity
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 AMU-Tuning: Effective Logit Bias for CLIP-based Few-shot Learning Apr 13, 2024 Few-Shot Learning
Code Code Available Distilled Feature Fields Enable Few-Shot Language-Guided Manipulation Jul 27, 2023 3D geometry Few-Shot Learning
Code Code Available Masked Autoencoders for Point Cloud Self-supervised Learning Mar 13, 2022 3D Part Segmentation 3D Point Cloud Classification
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 Continual Training of Language Models for Few-Shot Learning Oct 11, 2022 Continual Learning Continual Pretraining
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 DCT-Net: Domain-Calibrated Translation for Portrait Stylization Jul 6, 2022 Few-Shot Learning Style Transfer
Code Code Available Boosting Vision-Language Models with Transduction Jun 3, 2024 Few-Shot Learning Transductive 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 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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