Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles | Paper Citation Record

Observation aaa1795a-0a55-428c-b3c5-529109d80f75 · outbound

This paper cites Simple and scalable predictive uncertainty estimation using deep ensembles,.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles Simple and scalable predictive uncertainty estimation using deep ensembles,

Reference 1

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This paper cites Stein variational gradient descent: A general purpose Bayesian inference algorithm,.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles Stein variational gradient descent: A general purpose Bayesian inference algorithm,

Reference 2

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This paper cites Stein variational gradient descent as gradient flow,.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles Stein variational gradient descent as gradient flow,

Reference 3

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Observation 2e14a360-a3ad-4470-8cad-6ce2ba156b0f · outbound

This paper cites Understanding and accelerating particle-based variational inference.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles Understanding and accelerating particle-based variational inference

Reference 4

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This paper cites Function Space Particle Optimization for Bayesian Neural Networks.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles Function Space Particle Optimization for Bayesian Neural Networks

Reference 5

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This paper cites Repulsive deep ensembles are Bayesian,.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles Repulsive deep ensembles are Bayesian,

Reference 6

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This paper cites Input-gradient space particle inference for neural network ensembles.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles Input-gradient space particle inference for neural network ensembles

Reference 7

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This paper cites Feature space particle inference for neural network ensembles.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles Feature space particle inference for neural network ensembles

Reference 8

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This paper cites Hydra: Preserving Ensemble Diversity for Model Distillation.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles Hydra: Preserving Ensemble Diversity for Model Distillation

Reference 9

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This paper cites Quantification of uncertainty with adversarial models,.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles Quantification of uncertainty with adversarial models,

Reference 10

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This paper cites A Unified Particle-Optimization Framework for Scalable Bayesian Sampling.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles A Unified Particle-Optimization Framework for Scalable Bayesian Sampling

Reference 11

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This paper cites Decomposition of uncertainty in Bayesian deep learning for efficient and risk-sensitive learning.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles Decomposition of uncertainty in Bayesian deep learning for efficient and risk-sensitive learning

Reference 12

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Observation 7848c2d3-1a70-4a48-bb7d-a7f1b8d0870f · outbound

This paper cites Quan- tifying aleatoric and epistemic uncertainty in machine learning: Are conditional entropy and mutual information appropriate measures?.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles Quan- tifying aleatoric and epistemic uncertainty in machine learning: Are conditional entropy and mutual information appropriate measures?

Reference 13

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Observation 2773fbca-8492-42f2-aaf6-e9784e8cd570 · outbound

This paper cites On the Usefulness of Deep Ensemble Diversity for Out-of-Distribution Detection.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles On the Usefulness of Deep Ensemble Diversity for Out-of-Distribution Detection

Reference 14

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Observation d4f6f885-a881-4263-9c27-7a26dcd212b9 · outbound

This paper cites A rigorous link between deep ensembles and (variational) bayesian methods,.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles A rigorous link between deep ensembles and (variational) bayesian methods,

Reference 15

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This paper cites Improving the identifiability of neural networks for bayesian inference,.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles Improving the identifiability of neural networks for bayesian inference,

Reference 16

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This paper cites On the surprising behavior of distance metrics in high dimensional space,.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles On the surprising behavior of distance metrics in high dimensional space,

Reference 17

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This paper cites Bridging the data processing inequality and function-space variational inference,.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles Bridging the data processing inequality and function-space variational inference,

Reference 18

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Observation cbbe8a4c-fb48-4d1e-b271-60d620944f15 · outbound

This paper cites Distilling the Knowledge in a Neural Network.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles Distilling the Knowledge in a Neural Network

Reference 19

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This paper cites Do Bayesian neural networks need to be fully stochastic?.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles Do Bayesian neural networks need to be fully stochastic?

Reference 20

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Observation a4827e94-f649-4dff-a46c-331bfba5c2df · outbound

This paper cites The best deep ensembles sacrifice predictive diversity,.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles The best deep ensembles sacrifice predictive diversity,

Reference 21

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Observation bf6c8810-ed8d-48a0-a58a-048166673596 · outbound

This paper cites Joint training of deep ensembles fails due to learner collusion,.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles Joint training of deep ensembles fails due to learner collusion,

Reference 22

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Observation 6484ef15-6555-47d3-9435-1e311e63a219 · outbound

This paper cites Uncertainty estimation using a single deep deterministic neural network.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles Uncertainty estimation using a single deep deterministic neural network

Reference 23

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This paper cites Spectral Normalization for Generative Adversarial Networks.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles Spectral Normalization for Generative Adversarial Networks

Reference 24

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This paper cites mixup: Beyond Empirical Risk Minimization.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles mixup: Beyond Empirical Risk Minimization

Reference 25

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This paper cites Cutmix: Reg- ularization strategy to train strong classifiers with localizable features,.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles Cutmix: Reg- ularization strategy to train strong classifiers with localizable features,

Reference 26

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This paper cites Bayesian learning for neural networks,.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles Bayesian learning for neural networks,

Reference 27

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Observation 18f53e10-0f24-4003-91be-b5ebd7036397 · outbound

This paper cites Weight uncertainty in neural network.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles Weight uncertainty in neural network

Reference 28

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Observation c32d5737-7855-4c56-9dc3-023f5ed03d55 · outbound

This paper cites Dropout as a Bayesian approximation: Representing model uncertainty in deep learning.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles Dropout as a Bayesian approximation: Representing model uncertainty in deep learning

Reference 29

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This paper cites Laplace redux-effortless Bayesian deep learning,.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles Laplace redux-effortless Bayesian deep learning,

Reference 30

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This paper cites Efficient and scalable Bayesian neural nets with rank-1 factors.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles Efficient and scalable Bayesian neural nets with rank-1 factors

Reference 31

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This paper cites Being Bayesian, even just a bit, fixes overconfidence in relu networks.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles Being Bayesian, even just a bit, fixes overconfidence in relu networks

Reference 32

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This paper cites Variational Bayesian Last Layers.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles Variational Bayesian Last Layers

Reference 33

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This paper cites Evaluating scalable bayesian deep learning methods for robust computer vision,.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles Evaluating scalable bayesian deep learning methods for robust computer vision,

Reference 34

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Observation 7df77be2-c733-4629-903b-bf43ac2cd875 · outbound

This paper cites Can you trust your model’s uncer- tainty? evaluating predictive uncertainty under dataset shift,.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles Can you trust your model’s uncer- tainty? evaluating predictive uncertainty under dataset shift,

Reference 35

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This paper cites The Case for Bayesian Deep Learning.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles The Case for Bayesian Deep Learning

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Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles Functional Variational Bayesian Neural Networks

Reference 37

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This paper cites Variational implicit pro- cesses,.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles Variational implicit pro- cesses,

Reference 38

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Observation c740476a-56c6-4c46-bfb6-6f39c38e7b66 · outbound

This paper cites Un- derstanding variational inference in function-space,.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles Un- derstanding variational inference in function-space,

Reference 39

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Observation 077ae6f0-c482-4958-8f26-5bc3496dd553 · outbound

This paper cites Functional variational inference based on stochastic process generators,.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles Functional variational inference based on stochastic process generators,

Reference 40

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Observation 0047da42-eca9-4698-99df-bbbb724234b0 · outbound

This paper cites Tractable function-space variational inference in Bayesian neural networks,.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles Tractable function-space variational inference in Bayesian neural networks,

Reference 41

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This paper cites Function- space regularization in neural networks: A probabilistic perspective,.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles Function- space regularization in neural networks: A probabilistic perspective,

Reference 42

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This paper cites Deep anomaly detection with outlier exposure,.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles Deep anomaly detection with outlier exposure,

Reference 43

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Observation 0baf2e62-c9b1-4301-9841-14a45b44a8fa · outbound

This paper cites Collaborative learning for deep neural networks,.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles Collaborative learning for deep neural networks,

Reference 44

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Observation becfb660-72f9-4b1b-b6b2-ff36a500b1cf · outbound

This paper cites Very deep mul- tilingual convolutional neural networks for lvcsr.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles Very deep mul- tilingual convolutional neural networks for lvcsr

Reference 45

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This paper cites Why M Heads are Better than One: Training a Diverse Ensemble of Deep Networks.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles Why M Heads are Better than One: Training a Diverse Ensemble of Deep Networks

Reference 46

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This paper cites Deep exploration via bootstrapped dqn,.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles Deep exploration via bootstrapped dqn,

Reference 47

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Observation 4adf6ac6-80d2-4212-aa48-7d99854815f4 · outbound

This paper cites Knowledge distillation by on-the-fly native ensemble,.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles Knowledge distillation by on-the-fly native ensemble,

Reference 48

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Observation 033812da-b2f3-49ea-a3ca-ee671d8ff16e · outbound

This paper cites Sub-ensembles for fast uncertainty estimation in neural networks,.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles Sub-ensembles for fast uncertainty estimation in neural networks,

Reference 49

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Observation 0fa9ad4d-73ba-480e-9c92-0f2113efa763 · outbound

This paper cites Posterior network: Uncertainty estimation without ood samples via density-based pseudo- counts,.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles Posterior network: Uncertainty estimation without ood samples via density-based pseudo- counts,

Reference 50

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This paper cites The Hidden Uncertainty in a Neural Networks Activations.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles The Hidden Uncertainty in a Neural Networks Activations

Reference 51

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This paper cites Deep deterministic uncertainty: A new simple baseline,.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles Deep deterministic uncertainty: A new simple baseline,

Reference 52

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Observation 1aaa66b6-422f-4fdf-af8b-4663372ef1fe · outbound

This paper cites Contrastive Training for Improved Out-of-Distribution Detection.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles Contrastive Training for Improved Out-of-Distribution Detection

Reference 53

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Observation 8936d4e4-4a1c-4b39-a62c-60942054d100 · outbound

This paper cites Simple and principled uncertainty estimation with deterministic deep learning via distance awareness,.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles Simple and principled uncertainty estimation with deterministic deep learning via distance awareness,

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:14:36.544591Z

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Observation 46b8f4ba-a3dd-463f-8ebe-2da2c9b101ad · outbound

This paper cites Single-model uncertainties for deep learning,.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles Single-model uncertainties for deep learning,

Reference 55

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Source-reported events for the cited work

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Observation 61d922f6-9ebf-415d-a1da-1cde18991b0e · outbound

This paper cites On Feature Collapse and Deep Kernel Learning for Single Forward Pass Uncertainty.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles On Feature Collapse and Deep Kernel Learning for Single Forward Pass Uncertainty

Reference 56

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Observation 470bf609-7d30-42f3-a6c5-e43245c200c1 · outbound

This paper cites Improved training of wasserstein GANs,.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles Improved training of wasserstein GANs,

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:14:36.498008Z

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No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 0b8b220b-e8f7-410e-8abb-4dd4ae3fcb3a · outbound

This paper cites On the Practicality of Deterministic Epistemic Uncertainty.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles On the Practicality of Deterministic Epistemic Uncertainty

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-11T11:14:35.818508Z

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Observation cd2ff2c4-de5b-4030-aaad-f5fe0df23136 · outbound

This paper cites Learning multiple layers of features from tiny images,.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles Learning multiple layers of features from tiny images,

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:14:36.479332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 08fae9f2-2781-4e4d-b53d-b636095d7c31 · outbound

This paper cites Places: A 10 million image database for scene recognition,.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles Places: A 10 million image database for scene recognition,

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-11T11:14:35.835896Z

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Observation 873278d3-e460-4b36-aab0-5fb0013aeed0 · outbound

This paper cites Reading digits in natural images with unsupervised feature learning,.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles Reading digits in natural images with unsupervised feature learning,

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:14:36.435848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5952c888-5535-4db9-b1ec-11dc768ba880 · outbound

This paper cites Describing textures in the wild,.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles Describing textures in the wild,

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-11T11:14:35.851094Z

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Observation 727edc22-9ce4-4aa1-82e6-70c53687ba55 · outbound

This paper cites Tiny imagenet visual recognition challenge,.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles Tiny imagenet visual recognition challenge,

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-11T11:14:35.856738Z

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Observation 37db7f40-0502-4a14-bbb8-a77688560350 · outbound

This paper cites Benchmarking neural network robust- ness to common corruptions and perturbations,.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles Benchmarking neural network robust- ness to common corruptions and perturbations,

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:14:36.381931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation dc3b9ae2-787d-4396-9a1b-1bf5a1b3f8da · outbound

This paper cites A simple approach to improve single-model deep uncertainty via distance-awareness.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles A simple approach to improve single-model deep uncertainty via distance-awareness

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:14:36.361833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 12c4ec4f-697c-4a6e-a95d-72887d76af67 · outbound

This paper cites Obtaining well calibrated probabilities using Bayesian binning,.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles Obtaining well calibrated probabilities using Bayesian binning,

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:14:36.341928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a7b37846-cf47-4093-96ac-c603b4300720 · outbound

This paper cites Clanuwat, M.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles Clanuwat, M

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:14:36.322268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation afc2eb16-5aa0-4e3d-9125-9e89d94d17ca · outbound

This paper cites Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-11T11:14:35.885721Z

Source-reported events for the cited work

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Observation 4378e0a3-1381-4ee8-8ddc-411ca73a531f · outbound

This paper cites Human-level concept learning through probabilistic program induction,.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles Human-level concept learning through probabilistic program induction,

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:14:36.303480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b6631aec-0973-47b0-9928-0c37202ff7e4 · outbound

This paper cites Available: https://openreview.net/forum?id=CAt2LeiiSc.

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles Available: https://openreview.net/forum?id=CAt2LeiiSc

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:14:37.036721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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