Concepedia

Yifei Ming

YM

6

Publications

188

Citations

6

H-Index

2022

Active since

Affiliations

University of Wisconsin–Madison(Current)

Yifei Ming is an author at University of Wisconsin–Madison specializing in engineering, out-of-distribution detection, and machine vision.

Top concepts

EngineeringOut-of-distribution DetectionData ScienceDeep LearningMachine VisionComputer ScienceMachine LearningPattern RecognitionImage AnalysisComputer Vision

Publications per year

2022–2023

6

Publications

6

Out-of-Distribution Detection with Deep Nearest Neighbors

Yiyou Sun, Yifei Ming, Xiaojin Zhu et al. · arXiv (Cornell University) · 2022 · 61 citations · Full text

Few-shot Learning, Non-parametric Nearest-neighbor Distance, Convolutional Neural Network +20

Delving into Out-of-Distribution Detection with Vision-Language Representations

Yifei Ming, Ziyang Cai, Jiuxiang Gu et al. · arXiv (Cornell University) · 2022 · 31 citations · Full text

Few-shot Learning, Maximum Concept Matching, Engineering +21

On the Impact of Spurious Correlation for Out-of-Distribution Detection

Yifei Ming, Hang Yin, Yixuan Li · Proceedings of the AAAI Conference on Artificial Intelligence · 2022 · 30 citations · Full text

Convolutional Neural Network, Anomaly Detection, Machine Learning +21

How Does Fine-Tuning Impact Out-of-Distribution Detection for Vision-Language Models?

Yifei Ming, Yixuan Li · International Journal of Computer Vision · 2023 · 26 citations

Natural Language Processing, Llm Fine-tuning, Engineering +8

How to Exploit Hyperspherical Embeddings for Out-of-Distribution Detection?

Yifei Ming, Yiyou Sun, Ousmane Dia et al. · arXiv (Cornell University) · 2022 · 24 citations · Full text

Geometric Learning, Engineering, Machine Learning +20

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