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1912.12510
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Detecting Out-of-Distribution Examples with In-distribution Examples and Gram Matrices
28 December 2019
Chandramouli Shama Sastry
Sageev Oore
OODD
Re-assign community
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Papers citing
"Detecting Out-of-Distribution Examples with In-distribution Examples and Gram Matrices"
27 / 27 papers shown
Spurious-Aware Prototype Refinement for Reliable Out-of-Distribution Detection
Reihaneh Zohrabi
Hosein Hasani
M. Baghshah
Anna Rohrbach
Marcus Rohrbach
M. Rohban
OODD
342
1
0
30 Jun 2025
Enhancing Abnormality Identification: Robust Out-of-Distribution Strategies for Deepfake Detection
Luca Maiano
Fabrizio Casadei
Irene Amerini
198
0
0
03 Jun 2025
Generalized Out-of-Distribution Detection and Beyond in Vision Language Model Era: A Survey
Atsuyuki Miyai
Jingkang Yang
Jingyang Zhang
Yifei Ming
Sisir Dhakal
...
Yixuan Li
Hai "Helen" Li
Ziwei Liu
Toshihiko Yamasaki
Kiyoharu Aizawa
376
32
0
31 Jul 2024
Towards Effective Semantic OOD Detection in Unseen Domains: A Domain Generalization Perspective
Haoliang Wang
Chen Zhao
Yunhui Guo
Kai Jiang
Feng Chen
283
4
0
18 Sep 2023
Rethinking Out-of-distribution (OOD) Detection: Masked Image Modeling is All You Need
Computer Vision and Pattern Recognition (CVPR), 2023
Jingyao Li
Pengguang Chen
Shaozuo Yu
Zexin He
Shu Liu
Jiaya Jia
OODD
341
63
0
06 Feb 2023
A Multi-Scale Framework for Out-of-Distribution Detection in Dermoscopic Images
International Conference on Machine Learning for Cyber Security (ICMLCS), 2023
Zhongzheng Huang
Tao Wang
Yuanzheng Cai
Lingyu Liang
159
0
0
18 Jan 2023
Parameter Sensitivity of Deep-Feature based Evaluation Metrics for Audio Textures
International Society for Music Information Retrieval Conference (ISMIR), 2022
Chitralekha Gupta
Yize Wei
Zequn Gong
Purnima Kamath
Zhuoyao Li
L. Wyse
98
5
0
23 Aug 2022
Improving generalization by mimicking the human visual diet
Spandan Madan
You Li
Mengmi Zhang
Hanspeter Pfister
Gabriel Kreiman
173
2
0
15 Jun 2022
Out-of-Distribution Detection with Class Ratio Estimation
Mingtian Zhang
Andi Zhang
Tim Z. Xiao
Yitong Sun
Jingyu Sun
OODD
195
7
0
08 Jun 2022
Out-of-distribution Detection with Boundary Aware Learning
European Conference on Computer Vision (ECCV), 2021
Sen Pei
Xin Zhang
Bin Fan
Gaofeng Meng
OODD
171
12
0
22 Dec 2021
Statistical Perspectives on Reliability of Artificial Intelligence Systems
Yili Hong
J. Lian
Li Xu
Jie Min
Yueyao Wang
Laura J. Freeman
Xinwei Deng
184
42
0
09 Nov 2021
Out of distribution detection for skin and malaria images
Muhammad Zaida
Shafaqat Ali
Mohsen Ali
Sarfaraz Hussein
A. Saadia
Waqas Sultani
169
5
0
02 Nov 2021
Generalized Out-of-Distribution Detection: A Survey
International Journal of Computer Vision (IJCV), 2021
Jingkang Yang
Kaiyang Zhou
Shouqing Yang
Ziwei Liu
772
1,223
0
21 Oct 2021
Temperature as Uncertainty in Contrastive Learning
Oliver Zhang
Mike Wu
Jasmine Bayrooti
Noah D. Goodman
UQCV
330
37
0
08 Oct 2021
SoK: Machine Learning Governance
Varun Chandrasekaran
Hengrui Jia
Anvith Thudi
Adelin Travers
Mohammad Yaghini
Nicolas Papernot
276
20
0
20 Sep 2021
On the Impact of Spurious Correlation for Out-of-distribution Detection
Yifei Ming
Hang Yin
Shouqing Yang
OODD
380
75
0
12 Sep 2021
On the Out-of-distribution Generalization of Probabilistic Image Modelling
Mingtian Zhang
Andi Zhang
Jingyu Sun
OODD
420
49
0
04 Sep 2021
Triggering Failures: Out-Of-Distribution detection by learning from local adversarial attacks in Semantic Segmentation
Victor Besnier
Andrei Bursuc
David Picard
Alexandre Briot
UQCV
249
55
0
03 Aug 2021
Robust Representation Learning via Perceptual Similarity Metrics
International Conference on Machine Learning (ICML), 2021
Saeid Asgari Taghanaki
Kristy Choi
Amir Khasahmadi
Anirudh Goyal
SSL
131
29
0
11 Jun 2021
Taxonomy of Machine Learning Safety: A Survey and Primer
ACM Computing Surveys (CSUR), 2021
Sina Mohseni
Haotao Wang
Zhiding Yu
Chaowei Xiao
Zinan Lin
J. Yadawa
314
47
0
09 Jun 2021
Shifting Transformation Learning for Out-of-Distribution Detection
Sina Mohseni
Arash Vahdat
J. Yadawa
OODD
252
8
0
07 Jun 2021
Improving Compositionality of Neural Networks by Decoding Representations to Inputs
Neural Information Processing Systems (NeurIPS), 2021
Mike Wu
Noah D. Goodman
Stefano Ermon
AI4CE
124
3
0
01 Jun 2021
Out-of-Distribution Detection in Dermatology using Input Perturbation and Subset Scanning
IEEE International Symposium on Biomedical Imaging (ISBI), 2021
Hannah Kim
G. Tadesse
C. Cintas
Skyler Speakman
Kush R. Varshney
OOD
213
19
0
24 May 2021
SSD: A Unified Framework for Self-Supervised Outlier Detection
International Conference on Learning Representations (ICLR), 2021
Vikash Sehwag
M. Chiang
Prateek Mittal
OODD
331
387
0
22 Mar 2021
Semi-supervised novelty detection using ensembles with regularized disagreement
Conference on Uncertainty in Artificial Intelligence (UAI), 2020
A. Tifrea
E. Stavarache
Fanny Yang
UQCV
261
6
0
10 Dec 2020
A Simple Framework for Uncertainty in Contrastive Learning
Mike Wu
Noah D. Goodman
UQCV
250
19
0
05 Oct 2020
Entropic Out-of-Distribution Detection
IEEE International Joint Conference on Neural Network (IJCNN), 2019
David Macêdo
T. I. Ren
Cleber Zanchettin
Adriano Oliveira
Teresa B Ludermir
OODD
UQCV
602
38
0
15 Aug 2019
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