Research graph
References from Reliable Uncertainty Estimation via Discriminative Feature Learning for Evidential Deep Classification. Local targets link to admitted publications; unresolved targets remain external evidence.
10.1109/lra.2020.2974682
10.1109/lra.2020.2974682 · External reference
10.1109/cvpr52733.2024.01409
10.1109/cvpr52733.2024.01409 · External reference
10.1109/tits.2025.3581238
10.1109/tits.2025.3581238 · External reference
10.1109/tcsvt.2024.3370685
10.1109/tcsvt.2024.3370685 · External reference
10.1016/j.media.2024.103223
10.1016/j.media.2024.103223 · External reference
10.1109/tpami.2025.3596878
10.1109/tpami.2025.3596878 · External reference
10.5555/3045390.3045502
10.5555/3045390.3045502 · External reference
10.1109/cvprw53098.2021.00251
10.1109/cvprw53098.2021.00251 · External reference
10.1109/smc53992.2023.10394101
10.1109/smc53992.2023.10394101 · External reference
10.1609/aaai.v38i19.30084
10.1609/aaai.v38i19.30084 · External reference
Simple and scalable predictive uncertainty estimation using deep ensembles
2017 · External reference
10.1109/icpr56361.2022.9956231
10.1109/icpr56361.2022.9956231 · External reference
Uncertainty quantification and deep ensembles
2021 · External reference
Weight uncertainty in neural network
2015 · External reference
Efficient and scalable Bayesian neural nets with rank-1 factors
2020 · External reference
Bayesian layers: A module for neural network uncertainty
2019 · External reference
Evidential deep learning to quantify classification uncertainty
2018 · External reference
Predictive uncertainty estimation via prior networks
2018 · External reference
Uncertainty estimation using a single deep deterministic neural network
2020 · External reference
10.1109/cvpr52729.2023.02336
10.1109/cvpr52729.2023.02336 · External reference
A simple unified framework for detecting out-of-distribution samples and adversarial attacks
2018 · External reference
Simple and principled uncertainty estimation with deterministic deep learning via distance awareness
2020 · External reference
10.1109/iccv48922.2021.01310
10.1109/iccv48922.2021.01310 · External reference
10.1145/3581783.3611824
10.1145/3581783.3611824 · External reference
10.1109/cvpr52729.2023.02201
10.1109/cvpr52729.2023.02201 · External reference
10.1109/tpami.2025.3546312
10.1109/tpami.2025.3546312 · External reference
10.1109/cvpr52729.2023.01805
10.1109/cvpr52729.2023.01805 · External reference
10.1145/3581783.3612244
10.1145/3581783.3612244 · External reference
10.1007/978-3-031-19772-7_12
10.1007/978-3-031-19772-7_12 · External reference
10.1109/tpami.2023.3311447
10.1109/tpami.2023.3311447 · External reference
10.1109/tpami.2023.3308571
10.1109/tpami.2023.3308571 · External reference
10.1109/tpami.2022.3171983
10.1109/tpami.2022.3171983 · External reference
10.1609/aaai.v36i7.20724
10.1609/aaai.v36i7.20724 · External reference
10.1145/3701716.3715534
10.1145/3701716.3715534 · External reference
10.1609/aaai.v38i14.29546
10.1609/aaai.v38i14.29546 · External reference
10.1609/aaai.v39i18.34088
10.1609/aaai.v39i18.34088 · External reference
10.1007/978-3-030-32226-7_75
10.1007/978-3-030-32226-7_75 · External reference
10.1007/978-3-031-43904-9_18
10.1007/978-3-031-43904-9_18 · External reference
10.1007/978-3-031-16431-6_64
10.1007/978-3-031-16431-6_64 · External reference
10.1109/cvpr52733.2024.01547
10.1109/cvpr52733.2024.01547 · External reference
Multifaceted uncertainty estimation for label-efficient deep learning
2020 · External reference
10.1109/cvpr52733.2024.01087
10.1109/cvpr52733.2024.01087 · External reference
10.1609/aaai.v36i6.20575
10.1609/aaai.v36i6.20575 · External reference
10.1109/cvpr52733.2024.01585
10.1109/cvpr52733.2024.01585 · External reference
10.1109/tpami.2024.3361978
10.1109/tpami.2024.3361978 · External reference
10.1007/978-3-319-42337-1
10.1007/978-3-319-42337-1 · External reference
10.1111/j.2517-6161.1968.tb00722.x
10.1111/j.2517-6161.1968.tb00722.x · External reference
10.1109/3468.833094
10.1109/3468.833094 · External reference
Learn to accumulate evidence from all training samples: Theory and practice
2023 · External reference
Evaluating robustness of predictive uncertainty estimation: Are dirichlet-based models reliable?
2021 · External reference
Uncertainty estimation by fisher information-based evidential deep learning
2023 · External reference
R-EDL: Relaxing nonessential settings of evidential deep learning
2024 · External reference
10.1109/tpami.2013.50
10.1109/tpami.2013.50 · External reference
Supervised contrastive learning
2020 · External reference
10.1109/cvpr.2019.00482
10.1109/cvpr.2019.00482 · External reference
10.1109/cvpr.2018.00552
10.1109/cvpr.2018.00552 · External reference
Large-margin softmax loss for convolutional neural networks
2016 · External reference
Posterior network: Uncertainty estimation without OOD samples via density-based pseudo-counts
2020 · External reference
Reverse kl-divergence training of prior networks: Improved uncertainty and adversarial robustness
2019 · External reference
Natural posterior network: Deep Bayesian predictive uncertainty for exponential family distributions
2022 · External reference
10.52202/079017-2687
10.52202/079017-2687 · External reference
Uncertainty estimation by density aware evidential deep learning
2024 · External reference
Learning multiple layers of features from tiny images
2009 · External reference
10.1007/s11263-015-0816-y
10.1007/s11263-015-0816-y · External reference
The MNIST database of handwritten digits
1998 · External reference
Tiny imagenet visual recognition challenge
2015 · External reference
10.2118/18761-ms
10.2118/18761-ms · External reference
Kylberg texture dataset v. 1.0. Centre for Image Analysis
2011 · External reference
10.1109/tpami.2017.2723009
10.1109/tpami.2017.2723009 · External reference
Open-set recognition: A good closed-set classifier is all you need
2022 · External reference
In or out? fixing imagenet out-of-distribution detection evaluation
2023 · External reference
10.1109/cvpr.2018.00914
10.1109/cvpr.2018.00914 · External reference
10.1109/cvpr52688.2022.00487
10.1109/cvpr52688.2022.00487 · External reference
10.1109/cvpr.2016.90
10.1109/cvpr.2016.90 · External reference
10.1609/aaai.v29i1.9602
10.1609/aaai.v29i1.9602 · External reference
On calibration of modern neural networks
2017 · External reference
10.52202/085713-0703
10.52202/085713-0703 · External reference
On feature collapse and deep kernel learning for single forward pass uncertainty
2021 · External reference
Benchmarking neural network robustness to common corruptions and surface variations
2019 · External reference
Do imagenet classifiers generalize to imagenet
2019 · External reference
10.1007/s11263-018-1140-0
10.1007/s11263-018-1140-0 · External reference
10.1007/978-3-031-72904-1_7
10.1007/978-3-031-72904-1_7 · External reference
Segformer: Simple and efficient design for semantic segmentation with transformers
External reference
10.1109/tpami.2025.3583410
10.1109/tpami.2025.3583410 · External reference
