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What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision?
15 March 2017
Alex Kendall
Y. Gal
BDL
OOD
UD
UQCV
PER
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Papers citing
"What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision?"
50 / 2,432 papers shown
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Application-driven Validation of Posteriors in Inverse Problems
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Annika Reinke
M. Tizabi
Sebastian Gruber
...
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MEDL-U: Uncertainty-aware 3D Automatic Annotation based on Evidential Deep Learning
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Mutual Information-calibrated Conformal Feature Fusion for Uncertainty-Aware Multimodal 3D Object Detection at the Edge
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343
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Sampling-Free Probabilistic Deep State-Space Models
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One-stage Modality Distillation for Incomplete Multimodal Learning
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Chunbo Luo
216
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Iit Roorkee
Harkirat Singh Behl
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227
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261
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Treatment-aware Diffusion Probabilistic Model for Longitudinal MRI Generation and Diffuse Glioma Growth Prediction
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I. T. Hovden
Donatas Sederevičius
Karoline Skogen
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Till Schellhorn
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Robin Shing Moon Chan
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222
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Stephanie Abrecht
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314
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BDL
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288
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302
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Sixiang Chen
Tian-Chun Ye
Jinbin Bai
Erkang Chen
Jun Shi
Lei Zhu
216
59
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27 Aug 2023
Deep Learning for Visual Localization and Mapping: A Survey
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Changhao Chen
Bing Wang
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Niki Trigoni
Andrew Markham
HAI
247
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UD
499
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Sai Kumar Dwivedi
Cordelia Schmid
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Dimitrios Tzionas
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Single-shot Bayesian approximation for neural networks
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Beate Sick
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156
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Cross-Video Contextual Knowledge Exploration and Exploitation for Ambiguity Reduction in Weakly Supervised Temporal Action Localization
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230
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262
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CAME: Contrastive Automated Model Evaluation
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Ru Peng
Qiuyang Duan
Haobo Wang
Jiachen Ma
Yanbo Jiang
Yongjun Tu
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248
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306
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Filipe Rodrigues
Francisco Câmara Pereira
UD
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180
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False Negative/Positive Control for SAM on Noisy Medical Images
Xing Yao
Han Liu
Dewei Hu
Daiwei Lu
Ange Lou
...
Gabriel Arenas
Baris U. Oguz
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Brett Byram
I. Oguz
MedIm
104
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Chen Li
Xiaoling Hu
Shahira Abousamra
Chao Chen
223
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Dieuwertje Alblas
Sophie Buurman
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J. Wolterink
119
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196
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Discretization-Induced Dirichlet Posterior for Robust Uncertainty Quantification on Regression
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Jindong Gu
Emanuel Aldea
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277
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Yihao Luo
Yuliang Xiu
Wen Wang
Hao-Xuan Xu
Zhaoxin Fan
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240
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Philippos Mordohai
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252
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317
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165
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215
1
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Adrian Holzbock
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Daniela Massiceti
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Vladimir Pavlovic
Thomas Lukasiewicz
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188
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05 Aug 2023
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