conftrace_

few shot learning

15 papers

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Also known as

FEWSHOT

Co-occurring keywords

few-shot learning (3398) vision language model (767) transfer learning (5449) meta learning (155) zero shot learning (5) large vision-language model (170) vision-language model (2348) in-context learning (1405) domain adaptation (4595) metric learning (1190)

Papers

Provoking Multi-modal Few-Shot LVLM via Exploration-Exploitation In-Context Learning CVPR 2025
One-shot 3D Object Canonicalization based on Geometric and Semantic Consistency CVPR 2025
AnomalyGPT: Detecting Industrial Anomalies Using Large Vision-Language Models AAAI 2024
How does Architecture Influence the Base Capabilities of Pre-trained Language Models? A Case Study Based on FFN-Wider and MoE Transformers NIPS 2024
Bidirectional Cross-Modal Knowledge Exploration for Video Recognition With Pre-Trained Vision-Language Models CVPR 2023
Few-shot Event Detection: An Empirical Study and a Unified View ACL 2023
Towards Practical Few-shot Query Sets: Transductive Minimum Description Length Inference NIPS 2022
Parameter-Efficient Legal Domain Adaptation EMNLP 2022
Contextual Squeeze-and-Excitation for Efficient Few-Shot Image Classification NIPS 2022
An Exploratory Analysis of Multilingual Word-Level Quality Estimation with Cross-Lingual Transformers IJCNLP 2021
Towards Learning Spatially Discriminative Feature Representations ICCV 2021
Improved Few-Shot Visual Classification CVPR 2020
Asymmetric Distribution Measure for Few-shot Learning IJCAI 2020
Task Agnostic Meta-Learning for Few-Shot Learning CVPR 2019
One-Shot Imitation from Observing Humans via Domain-Adaptive Meta-Learning RSS 2018