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Yifei Ming
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2020 – today
- 2024
- [j1]Yifei Ming, Yixuan Li:
How Does Fine-Tuning Impact Out-of-Distribution Detection for Vision-Language Models? Int. J. Comput. Vis. 132(2): 596-609 (2024) - [c12]Haoyue Bai, Yifei Ming, Julian Katz-Samuels, Yixuan Li:
HYPO: Hyperspherical Out-Of-Distribution Generalization. ICLR 2024 - [c11]Yifei Ming, Yixuan Li:
Understanding Retrieval-Augmented Task Adaptation for Vision-Language Models. ICML 2024 - [i15]Yifei Ming, Haoyue Bai, Julian Katz-Samuels, Yixuan Li:
HYPO: Hyperspherical Out-of-Distribution Generalization. CoRR abs/2402.07785 (2024) - [i14]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 abs/2403.20331 (2024) - [i13]Yifei Ming, Yixuan Li:
Understanding Retrieval-Augmented Task Adaptation for Vision-Language Models. CoRR abs/2405.01468 (2024) - [i12]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 abs/2406.14852 (2024) - [i11]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 abs/2407.21794 (2024) - 2023
- [c10]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: 4973-4999 - [c9]Yifei Ming, Yiyou Sun, Ousmane Dia, Yixuan Li:
How to Exploit Hyperspherical Embeddings for Out-of-Distribution Detection? ICLR 2023 - [i10]Zhenmei Shi, Yifei Ming, Ying Fan, Frederic Sala, Yingyu Liang:
Domain Generalization via Nuclear Norm Regularization. CoRR abs/2303.07527 (2023) - [i9]Yifei Ming, Yixuan Li:
How Does Fine-Tuning Impact Out-of-Distribution Detection for Vision-Language Models? CoRR abs/2306.06048 (2023) - 2022
- [c8]Yifei Ming, Hang Yin, Yixuan Li:
On the Impact of Spurious Correlation for Out-of-Distribution Detection. AAAI 2022: 10051-10059 - [c7]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: 154-168 - [c6]Yifei Ming, Ying Fan, Yixuan Li:
POEM: Out-of-Distribution Detection with Posterior Sampling. ICML 2022: 15650-15665 - [c5]Yiyou Sun, Yifei Ming, Xiaojin Zhu, Yixuan Li:
Out-of-Distribution Detection with Deep Nearest Neighbors. ICML 2022: 20827-20840 - [c4]Xuefeng Du, Gabriel Gozum, Yifei Ming, Yixuan Li:
SIREN: Shaping Representations for Detecting Out-of-Distribution Objects. NeurIPS 2022 - [c3]Yifei Ming, Ziyang Cai, Jiuxiang Gu, Yiyou Sun, Wei Li, Yixuan Li:
Delving into Out-of-Distribution Detection with Vision-Language Representations. NeurIPS 2022 - [i8]Yifei Ming, Yiyou Sun, Ousmane Dia, Yixuan Li:
CIDER: Exploiting Hyperspherical Embeddings for Out-of-Distribution Detection. CoRR abs/2203.04450 (2022) - [i7]Soumya Suvra Ghosal, Yifei Ming, Yixuan Li:
Are Vision Transformers Robust to Spurious Correlations? CoRR abs/2203.09125 (2022) - [i6]Yiyou Sun, Yifei Ming, Xiaojin Zhu, Yixuan Li:
Out-of-distribution Detection with Deep Nearest Neighbors. CoRR abs/2204.06507 (2022) - [i5]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 abs/2205.11616 (2022) - [i4]Yifei Ming, Ying Fan, Yixuan Li:
POEM: Out-of-Distribution Detection with Posterior Sampling. CoRR abs/2206.13687 (2022) - [i3]Yifei Ming, Ziyang Cai, Jiuxiang Gu, Yiyou Sun, Wei Li, Yixuan Li:
Delving into Out-of-Distribution Detection with Vision-Language Representations. CoRR abs/2211.13445 (2022) - 2021
- [c2]Ying Fan, Yifei Ming:
Model-based Reinforcement Learning for Continuous Control with Posterior Sampling. ICML 2021: 3078-3087 - [i2]Yifei Ming, Hang Yin, Yixuan Li:
On the Impact of Spurious Correlation for Out-of-distribution Detection. CoRR abs/2109.05642 (2021) - 2020
- [i1]Ying Fan, Yifei Ming:
Efficient Exploration for Model-based Reinforcement Learning with Continuous States and Actions. CoRR abs/2012.09613 (2020)
2010 – 2019
- 2018
- [c1]Yichao Cai, Xiao Zhou, Dachuan Li, Yifei Ming, Xingang Mou:
Head pose estimation with neural networks from surveillant images. ICMV 2018: 1104112
Coauthor Index
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