conftrace_

few-shot learning

3390 papers

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Also known as

ICL FSL FSAS FSED FSOD FSSL FSR FSC FFG FSAC FEW-SHOT FSCD FSIG FLAD FSCIL FSS FSRE FSIL CDFSL FS-XLT

Co-occurring keywords

large language model (12755) zero-shot learning (3637) transfer learning (5442) in-context learning (1369) text classification (6776) domain adaptation (4578) prompt engineering (1128) language model (4573) representation learning (6174) contrastive learning (3979)

Papers

MenatQA: A New Dataset for Testing the Temporal Comprehension and Reasoning Abilities of Large Language Models EMNLP 2023

A Strong Baseline for Generalized Few-Shot Semantic Segmentation CVPR 2023

Prompt, Generate, Then Cache: Cascade of Foundation Models Makes Strong Few-Shot Learners CVPR 2023

SMAE: Few-Shot Learning for HDR Deghosting With Saturation-Aware Masked Autoencoders CVPR 2023

Multimodality Helps Unimodality: Cross-Modal Few-Shot Learning With Multimodal Models CVPR 2023

Transductive Few-Shot Learning With Prototype-Based Label Propagation by Iterative Graph Refinement CVPR 2023

GKEAL: Gaussian Kernel Embedded Analytic Learning for Few-Shot Class Incremental Task CVPR 2023

SinGRAF: Learning a 3D Generative Radiance Field for a Single Scene CVPR 2023

Bi-Level Meta-Learning for Few-Shot Domain Generalization CVPR 2023

Self-Supervised Representation Learning for CAD CVPR 2023

Fine-Tuned CLIP Models Are Efficient Video Learners CVPR 2023

Handwritten Text Generation From Visual Archetypes CVPR 2023

Dissecting In-Context Learning of Translations in GPT-3 EMNLP 2023

Structure and Label Constrained Data Augmentation for Cross-domain Few-shot NER EMNLP 2023

Harnessing LLMs for Temporal Data - A Study on Explainable Financial Time Series Forecasting EMNLP 2023

VIST5: An Adaptive, Retrieval-Augmented Language Model for Visualization-oriented Dialog EMNLP 2023

LLM-driven Instruction Following: Progresses and Concerns EMNLP 2023

Consistency Analysis of ChatGPT EMNLP 2023

Inverse Scaling Can Become U-Shaped EMNLP 2023

Skill-Based Few-Shot Selection for In-Context Learning EMNLP 2023

Revisiting Sparse Retrieval for Few-shot Entity Linking EMNLP 2023

CF-Font: Content Fusion for Few-Shot Font Generation CVPR 2023

WinCLIP: Zero-/Few-Shot Anomaly Classification and Segmentation CVPR 2023

LoGoPrompt: Synthetic Text Images Can Be Good Visual Prompts for Vision-Language Models ICCV 2023

Clustered-patch Element Connection for Few-shot Learning IJCAI 2023