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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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Enhancing Out-of-Distribution Detection in Natural Language Understanding via Implicit Layer Ensemble
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150
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Menghai Pan
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199
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Disentangling Confidence Score Distribution for Out-of-Domain Intent Detection with Energy-Based Learning
Yanan Wu
Zhiyuan Zeng
Keqing He
Yutao Mou
Pei Wang
Yuanmeng Yan
Weiran Xu
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161
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17 Oct 2022
Handling Label Uncertainty for Camera Incremental Person Re-Identification
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Zexi Yang
Dayan Wu
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Weiping Wang
344
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Holistic Sentence Embeddings for Better Out-of-Distribution Detection
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Xu Sun
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155
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Evaluating Out-of-Distribution Performance on Document Image Classifiers
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Stefan Larson
Gordon Lim
Yutong Ai
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Kevin Leach
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287
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OpenOOD: Benchmarking Generalized Out-of-Distribution Detection
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Jingkang Yang
Pengyun Wang
Dejian Zou
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Kun Ding
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Wayne Zhang
Dan Hendrycks
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Ziwei Liu
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274
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The Open-World Lottery Ticket Hypothesis for OOD Intent Classification
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Yunhua Zhou
Pengyu Wang
Peiju Liu
Yuxin Wang
Xipeng Qiu
324
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Exploiting Mixed Unlabeled Data for Detecting Samples of Seen and Unseen Out-of-Distribution Classes
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Yifang Sun
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100
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Dongmin Park
Yooju Shin
Jihwan Bang
Youngjune Lee
Hwanjun Song
Jae-Gil Lee
463
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Model Cascading: Towards Jointly Improving Efficiency and Accuracy of NLP Systems
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Neeraj Varshney
Chitta Baral
180
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Yao Zhu
YueFeng Chen
Xiaodan Li
Kejiang Chen
Yuan He
Xiang Tian
Bo Zheng
Yao-wu Chen
Qingming Huang
AAML
171
69
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09 Oct 2022
Boosting Out-of-distribution Detection with Typical Features
Neural Information Processing Systems (NeurIPS), 2022
Yao Zhu
YueFeng Chen
Chuanlong Xie
Xiaodan Li
Rong Zhang
Hui Xue
Xiang Tian
Bolun Zheng
Yao-wu Chen
OODD
278
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Wenguan Wang
Jiaxu Miao
Yi Yang
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259
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Yi Zhou
Renyu Li
Hayden Housen
Ser-Nam Lim
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188
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Out-of-Distribution Detection and Selective Generation for Conditional Language Models
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Jie Jessie Ren
Jiaming Luo
Yao-Min Zhao
Kundan Krishna
Mohammad Saleh
Balaji Lakshminarayanan
Peter J. Liu
OODD
347
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30 Sep 2022
A Novel Explainable Out-of-Distribution Detection Approach for Spiking Neural Networks
Aitor Martinez Seras
Javier Del Ser
J. Lobo
Pablo Garcia-Bringas
N. Kasabov
OODD
113
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Your Out-of-Distribution Detection Method is Not Robust!
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Mohammad Azizmalayeri
Arshia Soltani Moakhar
Arman Zarei
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M. T. Manzuri
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279
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A Comprehensive Review of Trends, Applications and Challenges In Out-of-Distribution Detection
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218
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Out-of-Distribution Detection with Hilbert-Schmidt Independence Optimization
Jingyang Lin
Yu Wang
Qi Cai
Yingwei Pan
Ting Yao
Hongyang Chao
Tao Mei
OODD
140
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Tsung-Yu Lin
Bor-Chun Chen
Ashish Shah
Juil Sock
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Ser-Nam Lim
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194
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Extremely Simple Activation Shaping for Out-of-Distribution Detection
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Andrija Djurisic
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Rosanne Liu
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410
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RankFeat: Rank-1 Feature Removal for Out-of-distribution Detection
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OODD
245
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290
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Topological Structure Learning for Weakly-Supervised Out-of-Distribution Detection
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Rundong He
Rong Li
Zhongyi Han
Yilong Yin
181
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16 Sep 2022
Fine-grain Inference on Out-of-Distribution Data with Hierarchical Classification
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Nathan Inkawhich
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Yiran Chen
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292
11
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SAFE: Sensitivity-Aware Features for Out-of-Distribution Object Detection
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Samuel Wilson
Tobias Fischer
Feras Dayoub
Dimity Miller
Niko Sünderhauf
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477
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29 Aug 2022
Open-Set Semi-Supervised Object Detection
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Yen-Cheng Liu
Chih-Yao Ma
Xiaoliang Dai
Junjiao Tian
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Zijian He
Z. Kira
145
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Towards In-distribution Compatibility in Out-of-distribution Detection
Boxi Wu
Jie Jiang
Haidong Ren
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Deng Cai
Xiaofei He
Binbin Lin
Wei Liu
OODD
131
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Tunable Hybrid Proposal Networks for the Open World
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332
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The Value of Out-of-Distribution Data
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Ashwin De Silva
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Carey E. Priebe
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348
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Open Long-Tailed Recognition in a Dynamic World
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204
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