Boosting Out-of-Distribution Detection with Multiple Pre-trained Models

Boosting Out-of-Distribution Detection with Multiple Pre-trained Models

24 December 2022

Papers citing "Boosting Out-of-Distribution Detection with Multiple Pre-trained Models"

10 / 10 papers shown

Title
DSDE: Using Proportion Estimation to Improve Model Selection for Out-of-Distribution Detection Jingyao Geng Yuan Zhang Jiaqi Huang Feng Xue Falong Tan Chuanlong Xie Shumei Zhang OODD 36 0 0 03 Nov 2024
Out-of-Distribution Detection via Deep Multi-Comprehension Ensemble Chenhui Xu Fuxun Yu Zirui Xu Nathan Inkawhich Xiang Chen OODD 22 5 0 24 Mar 2024
Enhancing Out-of-Distribution Detection with Multitesting-based Layer-wise Feature Fusion Jiawei Li Sitong Li Shanshan Wang Yicheng Zeng Falong Tan Chuanlong Xie OODD 30 1 0 16 Mar 2024
Revisiting Deep Ensemble for Out-of-Distribution Detection: A Loss Landscape Perspective Kun Fang Qinghua Tao Xiaolin Huang Jie-jin Yang OODD 40 2 0 22 Oct 2023
Multi Self-supervised Pre-fine-tuned Transformer Fusion for Better Intelligent Transportation Detection Juwu Zheng Jiangtao Ren ViT 14 0 0 17 Oct 2023
Mitigating Transformer Overconfidence via Lipschitz Regularization Wenqian Ye Yunsheng Ma Xu Cao Kun Tang 18 13 0 12 Jun 2023
On the Importance of Gradients for Detecting Distributional Shifts in the Wild Rui Huang Andrew Geng Yixuan Li 175 328 0 01 Oct 2021
Real-time Out-of-distribution Detection in Learning-Enabled Cyber-Physical Systems Feiyang Cai X. Koutsoukos OODD 116 73 0 28 Jan 2020
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 270 5,660 0 05 Dec 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu L. V. D. van der Maaten Kilian Q. Weinberger PINN 3DV 247 36,356 0 25 Aug 2016