conftrace_

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

Graph vs. Sequence: An Empirical Study on Knowledge Forms for Knowledge-Grounded Dialogue EMNLP 2023

PAC-tuning: Fine-tuning Pre-trained Language Models with PAC-driven Perturbed Gradient Descent EMNLP 2023

A Framework for Vision-Language Warm-up Tasks in Multimodal Dialogue Models EMNLP 2023

Online Constrained Meta-Learning: Provable Guarantees for Generalization NIPS 2023

Improving Few-Shot Generalization by Exploring and Exploiting Auxiliary Data NIPS 2023

Semi-Supervised Domain Generalization with Known and Unknown Classes NIPS 2023

Defending Pre-trained Language Models as Few-shot Learners against Backdoor Attacks NIPS 2023

MIANet: Aggregating Unbiased Instance and General Information for Few-Shot Semantic Segmentation CVPR 2023

Autonomous Manipulation Learning for Similar Deformable Objects via Only One Demonstration CVPR 2023

Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification CVPR 2023

CLAMP: Prompt-Based Contrastive Learning for Connecting Language and Animal Pose CVPR 2023

PartSLIP: Low-Shot Part Segmentation for 3D Point Clouds via Pretrained Image-Language Models CVPR 2023

Learning To Segment Every Referring Object Point by Point CVPR 2023

FreeNeRF: Improving Few-Shot Neural Rendering With Free Frequency Regularization CVPR 2023

LASP: Text-to-Text Optimization for Language-Aware Soft Prompting of Vision & Language Models CVPR 2023

Hierarchical Gaussian Mixture based Task Generative Model for Robust Meta-Learning NIPS 2023

Retrofitting Light-weight Language Models for Emotions using Supervised Contrastive Learning EMNLP 2023

Few-Shot Video Classification via Representation Fusion and Promotion Learning ICCV 2023

Team CentreBack at BLP-2023 Task 1: Analyzing performance of different machine-learning based methods for detecting violence-inciting texts in Bangla EMNLP 2023

DiffKendall: A Novel Approach for Few-Shot Learning with Differentiable Kendall's Rank Correlation NIPS 2023

InfoPrompt: Information-Theoretic Soft Prompt Tuning for Natural Language Understanding NIPS 2023

AraDetector at ArAIEval Shared Task: An Ensemble of Arabic-specific pre-trained BERT and GPT-4 for Arabic Disinformation Detection EMNLP 2023

Self-supervised Meta-Prompt Learning with Meta-Gradient Regularization for Few-shot Generalization EMNLP 2023

On the Relation between Sensitivity and Accuracy in In-Context Learning EMNLP 2023

JASMINE: Arabic GPT Models for Few-Shot Learning EMNLP 2023