few-shot learning

SinGRAF: Learning a 3D Generative Radiance Field for a Single Scene CVPR 2023 Skill-Based Few-Shot Selection for In-Context Learning EMNLP 2023 SMAE: Few-Shot Learning for HDR Deghosting With Saturation-Aware Masked Autoencoders CVPR 2023 Smoothness Similarity Regularization for Few-Shot GAN Adaptation ICCV 2023 Solving Math Word Problems concerning Systems of Equations with GPT-3 AAAI 2023 SparseNeRF: Distilling Depth Ranking for Few-shot Novel View Synthesis ICCV 2023 SpatialFormer: Semantic and Target Aware Attentions for Few-Shot Learning AAAI 2023 SSFE-Net: Self-Supervised Feature Enhancement for Ultra-Fine-Grained Few-Shot Class Incremental Learning WACV 2023 Stabilized In-Context Learning with Pre-trained Language Models for Few Shot Dialogue State Tracking EACL 2023 StoryWars: A Dataset and Instruction Tuning Baselines for Collaborative Story Understanding and Generation ACL 2023 Strength in Numbers: Estimating Confidence of Large Language Models by Prompt Agreement ACL 2023 StructGPT: A General Framework for Large Language Model to Reason over Structured Data EMNLP 2023 Structure and Label Constrained Data Augmentation for Cross-domain Few-shot NER EMNLP 2023 STUNT: Few-shot Tabular Learning with Self-generated Tasks from Unlabeled Tables ICLR 2023 Style-Aware Radiology Report Generation with RadGraph and Few-Shot Prompting EMNLP 2023 StyleDomain: Efficient and Lightweight Parameterizations of StyleGAN for One-shot and Few-shot Domain Adaptation ICCV 2023 StyleSync: High-Fidelity Generalized and Personalized Lip Sync in Style-Based Generator CVPR 2023 SummEdits: Measuring LLM Ability at Factual Reasoning Through The Lens of Summarization EMNLP 2023 SummQA at MEDIQA-Chat 2023: In-Context Learning with GPT-4 for Medical Summarization ACL 2023 Supervised Contrastive Few-Shot Learning for High-Frequency Time Series AAAI 2023 Supervised Masked Knowledge Distillation for Few-Shot Transformers CVPR 2023 Survival of the Most Influential Prompts: Efficient Black-Box Prompt Search via Clustering and Pruning EMNLP 2023 SuS-X: Training-Free Name-Only Transfer of Vision-Language Models ICCV 2023 SwitchPrompt: Learning Domain-Specific Gated Soft Prompts for Classification in Low-Resource Domains EACL 2023 Synthetic Prompting: Generating Chain-of-Thought Demonstrations for Large Language Models ICML 2023