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1908.01098
Cited By
Simultaneous Semantic Segmentation and Outlier Detection in Presence of Domain Shift
German Conference on Pattern Recognition (DAGM), 2019
3 August 2019
Petra Bevandić
Ivan Kreso
Marin Orsic
Sinisa Segvic
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Papers citing
"Simultaneous Semantic Segmentation and Outlier Detection in Presence of Domain Shift"
50 / 58 papers shown
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AMA-SAM: Adversarial Multi-Domain Alignment of Segment Anything Model for High-Fidelity Histology Nuclei Segmentation
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Bo Zhou
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157
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Self-Supervised Likelihood Estimation with Energy Guidance for Anomaly Segmentation in Urban Scenes
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Yuanpeng Tu
Yuxi Li
Boshen Zhang
Liang Liu
Jing Zhang
Yun Wang
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701
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03 Jan 2025
Neural Network Meta Classifier: Improving the Reliability of Anomaly Segmentation
Jurica Runtas
Tomislav Petkovic
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307
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14 Dec 2024
Generalize or Detect? Towards Robust Semantic Segmentation Under Multiple Distribution Shifts
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Zhitong Gao
Bingnan Li
Mathieu Salzmann
Xuming He
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480
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0
06 Nov 2024
Diffusion for Out-of-Distribution Detection on Road Scenes and Beyond
Silvio Galesso
Philipp Schroppel
Hssan Driss
Thomas Brox
322
6
0
22 Jul 2024
AnoVox: A Benchmark for Multimodal Anomaly Detection in Autonomous Driving
Daniel Bogdoll
Iramm Hamdard
Lukas Namgyu Rößler
Felix Geisler
Muhammed Bayram
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Miguel de Campos
Anushervon Tabarov
Yitian Yang
Hanno Gottschalk
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406
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0
13 May 2024
Road Obstacle Detection based on Unknown Objectness Scores
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T. Ohgushi
Masao Yamanaka
247
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27 Mar 2024
Open-World Semantic Segmentation Including Class Similarity
Computer Vision and Pattern Recognition (CVPR), 2024
Matteo Sodano
Federico Magistri
Lucas Nunes
Jens Behley
C. Stachniss
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319
22
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12 Mar 2024
Outlier detection by ensembling uncertainty with negative objectness
Anja Delić
Matej Grcić
Sinisa Segvic
UQCV
451
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23 Feb 2024
CSL: Class-Agnostic Structure-Constrained Learning for Segmentation Including the Unseen
AAAI Conference on Artificial Intelligence (AAAI), 2023
Hao Zhang
Fang Li
Lu Qi
Ming-Hsuan Yang
Narendra Ahuja
292
17
0
09 Dec 2023
A Metacognitive Approach to Out-of-Distribution Detection for Segmentation
IEEE International Conference on Robotics and Automation (ICRA), 2023
Meghna Gummadi
Cassandra Kent
Karl Schmeckpeper
Eric Eaton
UQCV
229
2
0
04 Oct 2023
Mask2Anomaly: Mask Transformer for Universal Open-set Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Shyam Nandan Rai
Fabio Cermelli
Barbara Caputo
Carlo Masone
ISeg
ViT
404
19
0
08 Sep 2023
Improving Anomaly Segmentation with Multi-Granularity Cross-Domain Alignment
ACM Multimedia (ACM MM), 2023
Ji Zhang
Xiao-Jun Wu
Zhi-Qi Cheng
Qin He
Wei Li
362
9
0
16 Aug 2023
UGainS: Uncertainty Guided Anomaly Instance Segmentation
Alexey Nekrasov
Alexander Hermans
L. Kuhnert
Bastian Leibe
291
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03 Aug 2023
Learning to Generate Training Datasets for Robust Semantic Segmentation
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Marwane Hariat
Olivier Laurent
Rémi Kazmierczak
Shihao Zhang
Andrei Bursuc
Angela Yao
Gianni Franchi
UQCV
346
5
0
01 Aug 2023
Balanced Energy Regularization Loss for Out-of-distribution Detection
Computer Vision and Pattern Recognition (CVPR), 2023
Hyunjun Choi
Hawook Jeong
Hawook Jeong
OODD
401
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18 Jun 2023
Maskomaly:Zero-Shot Mask Anomaly Segmentation
British Machine Vision Conference (BMVC), 2023
J. Ackermann
Daniel Gehrig
Feng Yu
ISeg
445
37
0
26 May 2023
Real time dense anomaly detection by learning on synthetic negative data
Anja Delić
Matej Grcić
Sinivsa vSegvić
148
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0
24 May 2023
Concurrent Misclassification and Out-of-Distribution Detection for Semantic Segmentation via Energy-Based Normalizing Flow
Conference on Uncertainty in Artificial Intelligence (UAI), 2023
Denis A. Gudovskiy
Tomoyuki Okuno
Yohei Nakata
304
11
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16 May 2023
Perception Datasets for Anomaly Detection in Autonomous Driving: A Survey
Daniel Bogdoll
Svenja Uhlemeyer
K. Kowol
J. Marius Zöllner
484
23
0
06 Feb 2023
Hybrid Open-set Segmentation with Synthetic Negative Data
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Matej Grcić
Sinivsa vSegvić
339
11
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19 Jan 2023
On Advantages of Mask-level Recognition for Outlier-aware Segmentation
Matej Grcić
Josip vSarić
Sinivsa vSegvić
UQCV
448
47
0
09 Jan 2023
Residual Pattern Learning for Pixel-wise Out-of-Distribution Detection in Semantic Segmentation
IEEE International Conference on Computer Vision (ICCV), 2022
Yuyuan Liu
Choubo Ding
Yu Tian
Guansong Pang
Vasileios Belagiannis
Ian Reid
G. Carneiro
OODD
295
67
0
26 Nov 2022
RbA: Segmenting Unknown Regions Rejected by All
IEEE International Conference on Computer Vision (ICCV), 2022
Nazir Nayal
Mısra Yavuz
João F. Henriques
Fatma Guney
UQCV
286
68
0
25 Nov 2022
Two Video Data Sets for Tracking and Retrieval of Out of Distribution Objects
Asian Conference on Computer Vision (ACCV), 2022
Kira Maag
Robin Shing Moon Chan
Svenja Uhlemeyer
K. Kowol
Hanno Gottschalk
333
21
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05 Oct 2022
GMMSeg: Gaussian Mixture based Generative Semantic Segmentation Models
Neural Information Processing Systems (NeurIPS), 2022
Chen Liang
Wenguan Wang
Jiaxu Miao
Yi Yang
VLM
299
168
0
05 Oct 2022
Perspective Aware Road Obstacle Detection
IEEE Robotics and Automation Letters (RA-L), 2022
Krzysztof Lis
S. Honari
Pascal Fua
Mathieu Salzmann
304
10
0
04 Oct 2022
Bayesian Learning for Disparity Map Refinement for Semi-Dense Active Stereo Vision
Laurent Valentin Jospin
Hamid Laga
F. Boussaïd
Bennamoun
246
1
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12 Sep 2022
Probing Contextual Diversity for Dense Out-of-Distribution Detection
Silvio Galesso
M. A. Bravo
Mehdi Naouar
Thomas Brox
295
4
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30 Aug 2022
SAFE: Sensitivity-Aware Features for Out-of-Distribution Object Detection
IEEE International Conference on Computer Vision (ICCV), 2022
Samuel Wilson
Tobias Fischer
Feras Dayoub
Dimity Miller
Niko Sünderhauf
OODD
542
45
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29 Aug 2022
Distance-based detection of out-of-distribution silent failures for Covid-19 lung lesion segmentation
Jiamin Liang
Yuhao Huang
Haoming Li
Shuangchi He
Xindi Hu
Zejian Chen
Isabel Kaltenborn
Dong Ni
OOD
225
58
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05 Aug 2022
A knee cannot have lung disease: out-of-distribution detection with in-distribution voting using the medical example of chest X-ray classification
Alessandro Wollek
Theresa Willem
Michael Ingrisch
B. Sabel
Tobias Lasser
OOD
270
4
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01 Aug 2022
Instance-Aware Observer Network for Out-of-Distribution Object Segmentation
Victor Besnier
Andrei Bursuc
David Picard
Alexandre Briot
308
1
0
18 Jul 2022
DenseHybrid: Hybrid Anomaly Detection for Dense Open-set Recognition
European Conference on Computer Vision (ECCV), 2022
Matej Grcić
Petra Bevandić
Sinivsa vSegvić
203
68
0
06 Jul 2022
Anomaly Detection in Autonomous Driving: A Survey
Daniel Bogdoll
Maximilian Nitsche
J. Marius Zöllner
239
177
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17 Apr 2022
Learning Semantic Segmentation from Multiple Datasets with Label Shifts
European Conference on Computer Vision (ECCV), 2022
Dongwan Kim
Yi-Hsuan Tsai
Yumin Suh
M. Faraki
Sparsh Garg
Manmohan Chandraker
Bohyung Han
243
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28 Feb 2022
Detecting and Learning the Unknown in Semantic Segmentation
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Svenja Uhlemeyer
Matthias Rottmann
Hanno Gottschalk
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277
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0
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COLA: COarse LAbel pre-training for 3D semantic segmentation of sparse LiDAR datasets
IEEE International Conference on Robotics and Automation (ICRA), 2022
Jules Sanchez
Jean-Emmanuel Deschaud
Franccois Goulette
3DPC
299
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0
14 Feb 2022
MSeg: A Composite Dataset for Multi-domain Semantic Segmentation
Computer Vision and Pattern Recognition (CVPR), 2020
John Lambert
Zhuang Liu
Ozan Sener
James Hays
V. Koltun
VLM
317
230
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27 Dec 2021
Dense Out-of-Distribution Detection by Robust Learning on Synthetic Negative Data
Italian National Conference on Sensors (INS), 2021
Matej Grcić
Petra Bevandić
Zoran Kalafatić
Sinivsa vSegvić
398
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Hyperdimensional Feature Fusion for Out-Of-Distribution Detection
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Tobias Fischer
Niko Sünderhauf
Feras Dayoub
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Pixel-wise Energy-biased Abstention Learning for Anomaly Segmentation on Complex Urban Driving Scenes
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Yuyuan Liu
Guansong Pang
Fengbei Liu
Yuanhong Chen
G. Carneiro
570
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Revealing the Distributional Vulnerability of Discriminators by Implicit Generators
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LongBing Cao
Kun-Yu Lin
525
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Karol Gotkowski
A. Bucher
Ricarda Fischbach
Isabel Kaltenborn
Anirban Mukhopadhyay
268
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SegmentMeIfYouCan: A Benchmark for Anomaly Segmentation
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Krzysztof Lis
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S. Honari
Roland Siegwart
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Mathieu Salzmann
Matthias Rottmann
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Haoran Wang
Ke Li
René Zurbrugg
Arpit Jadon
Wim Abbeloos
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Cesar Cadena
UQCV
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