few-shot learning

PaLM: Scaling Language Modeling with Pathways JMLR 2023 PaRaDe: Passage Ranking using Demonstrations with LLMs EMNLP 2023 Parallel Attention Interaction Network for Few-Shot Skeleton-Based Action Recognition ICCV 2023 Parameter-Efficient Cross-lingual Transfer of Vision and Language Models via Translation-based Alignment EMNLP 2023 Parameter-Efficient Model Adaptation for Vision Transformers AAAI 2023 Parameterizing Context: Unleashing the Power of Parameter-Efficient Fine-Tuning and In-Context Tuning for Continual Table Semantic Parsing NeurIPS 2023 PartSLIP: Low-Shot Part Segmentation for 3D Point Clouds via Pretrained Image-Language Models CVPR 2023 Perception Test: A Diagnostic Benchmark for Multimodal Video Models NeurIPS 2023 Phasic Content Fusing Diffusion Model with Directional Distribution Consistency for Few-Shot Model Adaption ICCV 2023 PivotFEC: Enhancing Few-shot Factual Error Correction with a Pivot Task Approach using Large Language Models EMNLP 2023 PLEX: Making the Most of the Available Data for Robotic Manipulation Pretraining CoRL 2023 POE: Process of Elimination for Multiple Choice Reasoning EMNLP 2023 PointCLIP V2: Prompting CLIP and GPT for Powerful 3D Open-world Learning ICCV 2023 PointGPT: Auto-regressively Generative Pre-training from Point Clouds NeurIPS 2023 Polarity Is All You Need to Learn and Transfer Faster ICML 2023 Policy Stitching: Learning Transferable Robot Policies CoRL 2023 Practical Network Acceleration With Tiny Sets CVPR 2023 Preface: A Data-driven Volumetric Prior for Few-shot Ultra High-resolution Face Synthesis ICCV 2023 Pre-Finetuning for Few-Shot Emotional Speech Recognition Interspeech 2023 Pre-Training for Robots: Offline RL Enables Learning New Tasks in a Handful of Trials RSS 2023 Pre-training Intent-Aware Encoders for Zero- and Few-Shot Intent Classification EMNLP 2023 Pre-Training to Learn in Context ACL 2023 Problematic Webpage Identification: A Trilogy of Hatespeech, Search Engines and GPT ACL 2023 ProD: Prompting-To-Disentangle Domain Knowledge for Cross-Domain Few-Shot Image Classification CVPR 2023 Progressive Few-Shot Adaptation of Generative Model with Align-Free Spatial Correlation AAAI 2023