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1907.03813
Cited By
Statistical Analysis of Nearest Neighbor Methods for Anomaly Detection
Neural Information Processing Systems (NeurIPS), 2019
8 July 2019
Xiaoyi Gu
Leman Akoglu
Alessandro Rinaldo
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Papers citing
"Statistical Analysis of Nearest Neighbor Methods for Anomaly Detection"
34 / 34 papers shown
Unsupervised Surrogate Anomaly Detection
Simon Klüttermann
Tim Katzke
Emmanuel Müller
281
3
0
29 Apr 2025
BrainCodec: Neural fMRI codec for the decoding of cognitive brain states
Yuto Nishimura
Masataka Sawayama
Ayumu Yamashita
Hideki Nakayama
Kaoru Amano
401
5
0
06 Oct 2024
Fundamental Limitations on Subquadratic Alternatives to Transformers
International Conference on Learning Representations (ICLR), 2024
Josh Alman
Hantao Yu
538
7
0
05 Oct 2024
Exploring the Impact of Outlier Variability on Anomaly Detection Evaluation Metrics
Minjae Ok
Simon Klüttermann
Emmanuel Müller
219
3
0
24 Sep 2024
CKNN: Cleansed k-Nearest Neighbor for Unsupervised Video Anomaly Detection
International Conference on Information and Knowledge Management (CIKM), 2024
Jihun Yi
Sungroh Yoon
255
5
0
06 Aug 2024
Deep Transductive Outlier Detection
Simon Klüttermann
Emmanuel Müller
226
3
0
04 Apr 2024
On the True Distribution Approximation of Minimum Bayes-Risk Decoding
Atsumoto Ohashi
Ukyo Honda
Tetsuro Morimura
Yuu Jinnai
292
3
0
31 Mar 2024
Bagged Regularized
k
k
k
-Distances for Anomaly Detection
Yuchao Cai
Hanfang Yang
Yuheng Ma
H. Hang
379
0
0
02 Dec 2023
Debunking Free Fusion Myth: Online Multi-view Anomaly Detection with Disentangled Product-of-Experts Modeling
ACM Multimedia (ACM MM), 2023
Hao Wang
Zhi-Qi Cheng
Yuxuan Zhou
Xin Yang
Xiao-Jun Wu
Hongyang Chen
Yan Yang
374
8
0
28 Oct 2023
Semi-Supervised Object Detection with Uncurated Unlabeled Data for Remote Sensing Images
International Journal of Applied Earth Observation and Geoinformation (JAEOG), 2023
Nanqing Liu
Xun Xu
Yingjie Gao
Heng-Chao Li
374
32
0
09 Oct 2023
Understanding the limitations of self-supervised learning for tabular anomaly detection
Pattern Analysis and Applications (PAA), 2023
Kimberly T. Mai
Toby O. Davies
Lewis D. Griffin
SSL
420
3
0
15 Sep 2023
k-NNN: Nearest Neighbors of Neighbors for Anomaly Detection
Ori Nizan
A. Tal
209
12
0
28 May 2023
CoLaDa: A Collaborative Label Denoising Framework for Cross-lingual Named Entity Recognition
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Tingting Ma
Qianhui Wu
Huiqiang Jiang
Börje F. Karlsson
Tiejun Zhao
Chin-Yew Lin
332
8
0
24 May 2023
A Survey on Out-of-Distribution Detection in NLP
Hao Lang
Yinhe Zheng
Shouqing Yang
Jian Sun
Feiling Huang
Yongbin Li
441
40
0
05 May 2023
TPU-KNN: K Nearest Neighbor Search at Peak FLOP/s
Neural Information Processing Systems (NeurIPS), 2022
Felix Chern
Blake A. Hechtman
Andy Davis
Ruiqi Guo
David Majnemer
Surinder Kumar
290
29
0
28 Jun 2022
Out-of-Distribution Detection with Deep Nearest Neighbors
International Conference on Machine Learning (ICML), 2022
Yiyou Sun
Yifei Ming
Xiaojin Zhu
Shouqing Yang
OODD
669
762
0
13 Apr 2022
Model-free feature selection to facilitate automatic discovery of divergent subgroups in tabular data
G. Tadesse
William Ogallo
C. Cintas
Skyler Speakman
215
4
0
08 Mar 2022
Sparsity-based Feature Selection for Anomalous Subgroup Discovery
G. Tadesse
William Ogallo
C. Wanjiru
C. Wachira
I. Mulang'
V. Anand
Aisha Walcott-Bryant
Skyler Speakman
179
0
0
06 Jan 2022
Improving Novelty Detection using the Reconstructions of Nearest Neighbours
Michael Mesarcik
E. Ranguelova
A. Boonstra
Rob van Nieuwpoort
341
6
0
11 Nov 2021
Enhancing Unsupervised Anomaly Detection with Score-Guided Network
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021
Zongyuan Huang
Baohua Zhang
Guoqiang Hu
Longyuan Li
Yanyan Xu
Yaohui Jin
408
22
0
10 Sep 2021
GOLD: Improving Out-of-Scope Detection in Dialogues using Data Augmentation
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Derek Chen
Zhou Yu
179
33
0
07 Sep 2021
Revisiting Mahalanobis Distance for Transformer-Based Out-of-Domain Detection
AAAI Conference on Artificial Intelligence (AAAI), 2021
Alexander Podolskiy
Dmitry Lipin
A. Bout
Ekaterina Artemova
Irina Piontkovskaya
OODD
494
97
0
11 Jan 2021
On Using Classification Datasets to Evaluate Graph-Level Outlier Detection: Peculiar Observations and New Insights
Big Data (BD), 2020
Lingxiao Zhao
Leman Akoglu
552
79
0
23 Dec 2020
Toward Scalable and Unified Example-based Explanation and Outlier Detection
Penny Chong
Ngai-Man Cheung
Yuval Elovici
Alexander Binder
235
11
0
11 Nov 2020
Comprehensible Counterfactual Explanation on Kolmogorov-Smirnov Test
Zicun Cong
Lingyang Chu
Yu Yang
Jian Pei
203
0
0
01 Nov 2020
Simple Neighborhood Representative Pre-processing Boosts Outlier Detectors
Jiawei Yang
Yu Chen
S. Rahardja
OODD
195
1
0
11 Oct 2020
Online Anomaly Detection in Surveillance Videos with Asymptotic Bounds on False Alarm Rate
Pattern Recognition (Pattern Recognit.), 2020
Keval Doshi
Y. Yilmaz
639
115
0
10 Oct 2020
An alternative proof of the vulnerability of retrieval in high intrinsic dimensionality neighborhood
Teddy Furon
AAML
556
0
0
02 Oct 2020
A Unifying Review of Deep and Shallow Anomaly Detection
Proceedings of the IEEE (Proc. IEEE), 2020
Lukas Ruff
Jacob R. Kauffmann
Robert A. Vandermeulen
G. Montavon
Wojciech Samek
Matthias Kirchler
Thomas G. Dietterich
Klaus-Robert Muller
UQCV
753
979
0
24 Sep 2020
Continual Learning for Anomaly Detection in Surveillance Videos
Keval Doshi
Y. Yilmaz
563
134
0
15 Apr 2020
DROCC: Deep Robust One-Class Classification
International Conference on Machine Learning (ICML), 2020
Sachin Goyal
Aditi Raghunathan
Moksh Jain
H. Simhadri
Prateek Jain
VLM
360
200
0
28 Feb 2020
Deep Nearest Neighbor Anomaly Detection
Liron Bergman
Niv Cohen
Yedid Hoshen
UQCV
304
181
0
24 Feb 2020
Domain Adaptive Bootstrap Aggregating
Meimei Liu
David B. Dunson
TTA
181
0
0
12 Jan 2020
Out-of-domain Detection for Natural Language Understanding in Dialog Systems
IEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2019
Yinhe Zheng
Guanyi Chen
Shiyu Huang
340
136
0
09 Sep 2019
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