Using Semantic Information for Defining and Detecting OOD Inputs

21 February 2023

Papers citing "Using Semantic Information for Defining and Detecting OOD Inputs"

6 / 6 papers shown

Title
Statistical Depth for Ranking and Characterizing Transformer-Based Text Embeddings Parker Seegmiller S. Preum 8 3 0 23 Oct 2023
Credal Bayesian Deep Learning Michele Caprio Souradeep Dutta Kuk Jin Jang Vivian Lin Radoslav Ivanov O. Sokolsky Insup Lee OOD BDL UQCV 19 18 0 19 Feb 2023
CODiT: Conformal Out-of-Distribution Detection in Time-Series Data R. Kaur Kaustubh Sridhar Sangdon Park Susmit Jha Anirban Roy O. Sokolsky Insup Lee OODD AI4TS 135 27 0 24 Jul 2022
Contrastive Learning Rivals Masked Image Modeling in Fine-tuning via Feature Distillation Yixuan Wei Han Hu Zhenda Xie Zheng-Wei Zhang Yue Cao Jianmin Bao Dong Chen B. Guo CLIP 78 123 0 27 May 2022
On the Impact of Spurious Correlation for Out-of-distribution Detection Yifei Ming Hang Yin Yixuan Li OODD 135 73 0 12 Sep 2021
Assessing Image Quality Issues for Real-World Problems Tai-Yin Chiu Yinan Zhao Danna Gurari 40 48 0 27 Mar 2020