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few-shot learning

3398 papers

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Also known as

FSL FEW-SHOT

Co-occurring keywords

large language model (13587) zero-shot learning (3650) transfer learning (5449) in-context learning (1405) text classification (6793) domain adaptation (4595) prompt engineering (1135) representation learning (6206) language model (4599) contrastive learning (4032)

Papers

Ontologically Faithful Generation of Non-Player Character Dialogues EMNLP 2024
Enhancing Fine-Grained Image Classifications via Cascaded Vision Language Models EMNLP 2024
No Time to Train: Empowering Non-Parametric Networks for Few-shot 3D Scene Segmentation CVPR 2024
Digital Life Project: Autonomous 3D Characters with Social Intelligence CVPR 2024
A Closer Look at the Few-Shot Adaptation of Large Vision-Language Models CVPR 2024
Meta-Point Learning and Refining for Category-Agnostic Pose Estimation CVPR 2024
Instance-based Max-margin for Practical Few-shot Recognition CVPR 2024
Prompt Learning via Meta-Regularization CVPR 2024
Point Segment and Count: A Generalized Framework for Object Counting CVPR 2024
Emu Edit: Precise Image Editing via Recognition and Generation Tasks CVPR 2024
DeIL: Direct-and-Inverse CLIP for Open-World Few-Shot Learning CVPR 2024
MMA: Multi-Modal Adapter for Vision-Language Models CVPR 2024
Rethinking Few-shot 3D Point Cloud Semantic Segmentation CVPR 2024
Adapting Visual-Language Models for Generalizable Anomaly Detection in Medical Images CVPR 2024
ID-like Prompt Learning for Few-Shot Out-of-Distribution Detection CVPR 2024
Generative Multi-modal Models are Good Class Incremental Learners CVPR 2024
AMU-Tuning: Effective Logit Bias for CLIP-based Few-shot Learning CVPR 2024
Domain Gap Embeddings for Generative Dataset Augmentation CVPR 2024
Dense Vision Transformer Compression with Few Samples CVPR 2024
Descriptor and Word Soups: Overcoming the Parameter Efficiency Accuracy Tradeoff for Out-of-Distribution Few-shot Learning CVPR 2024
Few-shot Learner Parameterization by Diffusion Time-steps CVPR 2024
Prompting Vision Foundation Models for Pathology Image Analysis CVPR 2024
Learning with Unreliability: Fast Few-shot Voxel Radiance Fields with Relative Geometric Consistency CVPR 2024
LLM4SGG: Large Language Models for Weakly Supervised Scene Graph Generation CVPR 2024
MM-Narrator: Narrating Long-form Videos with Multimodal In-Context Learning CVPR 2024