Yifei Ming

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 27

Top Topics

Nearest Neighbor

Metropolis Hastings

Spatial Reasoning

Top Venues

EMNLP (Findings)

Publications

Yifei Ming, Yixuan Li
How Does Fine-Tuning Impact Out-of-Distribution Detection for Vision-Language Models? Int. J. Comput. Vis. 132 (2) (2024)
Atsuyuki Miyai, Jingkang Yang, Jingyang Zhang, Yifei Ming, Qing Yu, Go Irie, Yixuan Li, Hai Li, Ziwei Liu, Kiyoharu Aizawa
Unsolvable Problem Detection: Evaluating Trustworthiness of Vision Language Models. CoRR (2024)
Jiayu Wang, Yifei Ming, Zhenmei Shi, Vibhav Vineet, Xin Wang, Neel Joshi
Is A Picture Worth A Thousand Words? Delving Into Spatial Reasoning for Vision Language Models. CoRR (2024)
Atsuyuki Miyai, Jingkang Yang, Jingyang Zhang, Yifei Ming, Yueqian Lin, Qing Yu, Go Irie, Shafiq Joty, Yixuan Li, Hai Li, Ziwei Liu, Toshihiko Yamasaki, Kiyoharu Aizawa
Generalized Out-of-Distribution Detection and Beyond in Vision Language Model Era: A Survey. CoRR (2024)
Yifei Ming, Yixuan Li
Understanding Retrieval-Augmented Task Adaptation for Vision-Language Models. CoRR (2024)
Haoyue Bai, Yifei Ming, Julian Katz-Samuels, Yixuan Li
HYPO: Hyperspherical Out-of-Distribution Generalization. CoRR (2024)
Haoyue Bai, Yifei Ming, Julian Katz-Samuels, Yixuan Li
HYPO: Hyperspherical Out-Of-Distribution Generalization. ICLR (2024)
Jiuxiang Gu, Yifei Ming, Yi Zhou, Jason Kuen, Vlad I. Morariu, Handong Zhao, Ruiyi Zhang, Nikolaos Barmpalios, Anqi Liu, Yixuan Li, Tong Sun, Ani Nenkova
A Critical Analysis of Document Out-of-Distribution Detection. EMNLP (Findings) (2023)
Zhenmei Shi, Yifei Ming, Ying Fan, Frederic Sala, Yingyu Liang
Domain Generalization via Nuclear Norm Regularization. CoRR (2023)
Yifei Ming, Yixuan Li
How Does Fine-Tuning Impact Out-of-Distribution Detection for Vision-Language Models? CoRR (2023)
Yifei Ming, Yiyou Sun, Ousmane Dia, Yixuan Li
How to Exploit Hyperspherical Embeddings for Out-of-Distribution Detection? ICLR (2023)
Yifei Ming, Ying Fan, Yixuan Li
POEM: Out-of-Distribution Detection with Posterior Sampling. ICML (2022)
Yiyou Sun, Yifei Ming, Xiaojin Zhu, Yixuan Li
Out-of-distribution Detection with Deep Nearest Neighbors. CoRR (2022)
Yifei Ming, Hang Yin, Yixuan Li
On the Impact of Spurious Correlation for Out-of-Distribution Detection. AAAI (2022)
Yifei Ming, Ziyang Cai, Jiuxiang Gu, Yiyou Sun, Wei Li, Yixuan Li
Delving into Out-of-Distribution Detection with Vision-Language Representations. NeurIPS (2022)
Yifei Ming, Ying Fan, Yixuan Li
POEM: Out-of-Distribution Detection with Posterior Sampling. CoRR (2022)
Tuan Dinh, Jy-yong Sohn, Shashank Rajput, Timothy Ossowski, Yifei Ming, Junjie Hu, Dimitris S. Papailiopoulos, Kangwook Lee
Utilizing Language-Image Pretraining for Efficient and Robust Bilingual Word Alignment. EMNLP (Findings) (2022)
Yifei Ming, Yiyou Sun, Ousmane Dia, Yixuan Li
CIDER: Exploiting Hyperspherical Embeddings for Out-of-Distribution Detection. CoRR (2022)
Tuan Dinh, Jy-yong Sohn, Shashank Rajput, Timothy Ossowski, Yifei Ming, Junjie Hu, Dimitris S. Papailiopoulos, Kangwook Lee
Utilizing Language-Image Pretraining for Efficient and Robust Bilingual Word Alignment. CoRR (2022)
Soumya Suvra Ghosal, Yifei Ming, Yixuan Li
Are Vision Transformers Robust to Spurious Correlations? CoRR (2022)
Yifei Ming, Ziyang Cai, Jiuxiang Gu, Yiyou Sun, Wei Li, Yixuan Li
Delving into Out-of-Distribution Detection with Vision-Language Representations. CoRR (2022)
Yiyou Sun, Yifei Ming, Xiaojin Zhu, Yixuan Li
Out-of-Distribution Detection with Deep Nearest Neighbors. ICML (2022)
Xuefeng Du, Gabriel Gozum, Yifei Ming, Yixuan Li
SIREN: Shaping Representations for Detecting Out-of-Distribution Objects. NeurIPS (2022)
Yifei Ming, Hang Yin, Yixuan Li
On the Impact of Spurious Correlation for Out-of-distribution Detection. CoRR (2021)
Ying Fan, Yifei Ming
Model-based Reinforcement Learning for Continuous Control with Posterior Sampling. ICML (2021)
Ying Fan, Yifei Ming
Efficient Exploration for Model-based Reinforcement Learning with Continuous States and Actions. CoRR (2020)
Yichao Cai, Xiao Zhou, Dachuan Li, Yifei Ming, Xingang Mou
Head pose estimation with neural networks from surveillant images. ICMV (2018)