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2010.03759
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Energy-based Out-of-distribution Detection
8 October 2020
Weitang Liu
Xiaoyun Wang
John Douglas Owens
Shouqing Yang
OODD
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Papers citing
"Energy-based Out-of-distribution Detection"
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Versatile Energy-Based Probabilistic Models for High Energy Physics
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Sinisa Segvic
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Affinity Uncertainty-based Hard Negative Mining in Graph Contrastive Learning
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Guansong Pang
Ling-Hao Chen
228
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Fine-Tuning Deteriorates General Textual Out-of-Distribution Detection by Distorting Task-Agnostic Features
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Sishuo Chen
Wenkai Yang
Xiaohan Bi
Xu Sun
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158
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Plugin estimators for selective classification with out-of-distribution detection
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Harikrishna Narasimhan
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Surinder Kumar
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305
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Master's Thesis: Out-of-distribution Detection with Energy-based Models
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Probing Out-of-Distribution Robustness of Language Models with Parameter-Efficient Transfer Learning
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Sang-goo Lee
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293
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Erik Wallin
Lennart Svensson
Fredrik Kahl
Lars Hammarstrand
388
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Interpretable Out-Of-Distribution Detection Using Pattern Identification
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Julien Girard-Satabin
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180
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Hybrid Open-set Segmentation with Synthetic Negative Data
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293
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A Multi-Scale Framework for Out-of-Distribution Detection in Dermoscopic Images
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Tao Wang
Yuanzheng Cai
Lingyu Liang
156
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Jiaxi Sun
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Bin Fan
Shiming Xiang
Gaofeng Meng
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231
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405
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Detection of out-of-distribution samples using binary neuron activation patterns
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Bartlomiej Olber
Krystian Radlak
A. Popowicz
Michal Szczepankiewicz
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229
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Boosting Out-of-Distribution Detection with Multiple Pre-trained Models
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349
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309
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441
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Sooyeon Shim
Vladimir Egay
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Suhyun Chae
U. Kang
148
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254
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217
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Block Selection Method for Using Feature Norm in Out-of-distribution Detection
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Yeonguk Yu
Sungho Shin
Seongju Lee
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334
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YolOOD: Utilizing Object Detection Concepts for Multi-Label Out-of-Distribution Detection
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Alon Zolfi
Guy Amit
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Satoru Koda
I. Morikawa
Yuval Elovici
A. Shabtai
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288
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Rethinking Out-of-Distribution Detection From a Human-Centric Perspective
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Hui Xue
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140
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Out-Of-Distribution Detection Is Not All You Need
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297
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Yaowei Wang
Zhou Su
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194
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Residual Pattern Learning for Pixel-wise Out-of-Distribution Detection in Semantic Segmentation
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Yuyuan Liu
Choubo Ding
Yu Tian
Guansong Pang
Vasileios Belagiannis
Ian Reid
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253
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RbA: Segmenting Unknown Regions Rejected by All
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