google/uncertainty-baselines

Issues

• Checkpoints for Deterministic Models on CIFAR-10 and CIFAR-100

  #1331 opened 4 months ago by NathanielCogneaux
  1

• ResNet50 BatchEnsemble much slower than expected: `Conv2DBatchEnsemble` less optimized than `Conv2D`?

  #1328 opened 6 months ago by arthur-thuy
  1

• tensorflow_federated no attribute 'Popen' error

  #1285 opened 2 years ago by yizirui
  0

• No matching distribution for tfds-nightly when trying to install the package

  #1324 opened a year ago by jonathansim
  1

• Download checkpoint models from GCP

  #1323 opened 10 months ago by NickHauptvogel
  0

• Reproducing OOD scores for CIFAR-10 vs SVHN

  #286 opened 4 years ago by christophbrgr
  5

• plex_vit_demo : Failed to get url-imagenetv2public

  #1273 opened 2 years ago by Eezzeldin
  0

• Question about SNGP BERT flags

  #1252 opened 2 years ago by xuefei-wang
  2

• input_utils to importing in Colab notebook

  #1260 opened 2 years ago by JonoSax
  0

• Question: SNGP initialization of random features

  #1217 opened 2 years ago by dhuseljic
  2

• Question: a good strategy to estimate covariance matrix for SNGP when there are no clear "epochs"

  #1098 opened 2 years ago by hr0nix
  1

• Implement eval_model.py script using a Pytorch ResNet-50 MC Dropout trained model - Diabetic Retinopathy Detection

  #1113 opened 2 years ago by amandinesoub
  0

• SNGP inference speed

  #980 opened 3 years ago by MeysamAsgariC
  0

• question on kl rescaling!

  #973 opened 3 years ago by ifiaposto
  1

• feature- baselines for vision tasks

  #974 opened 3 years ago by ifiaposto
  0

• Example code for computing Mahalanobis score in TF-2

  #775 opened 3 years ago by aqibsaeed
  4

• Clean up reliance on local utility files in the JFT directory

  #753 opened 3 years ago by dustinvtran
  0

• bert_dropout_test is failing

  #733 opened 3 years ago by dustinvtran
  0

• Remove need for registration mechanisms?

  #717 opened 3 years ago by dustinvtran
  0

• Add model.save to end of all baseline scripts

  #282 opened 4 years ago by dustinvtran
  1

• RuntimeError when running baselines/imagenet/sngp.py

  #329 opened 4 years ago by batzner
  5

• Question about SNGP differences from the paper

  #640 opened 3 years ago by jeffwillette
  1

• a bug

  #558 opened 3 years ago by ross-Hr
  2

• mixup hyperparameters

  #664 opened 3 years ago by leodmel
  0

• Pretrained models or logits of these (Recalibration)

  #648 opened 3 years ago by SebGGruber
  0

• Installation issues in Colab

  #525 opened 3 years ago by vivek2000anand
  2

• Performance issue in baselines/cifar/ (by P3)

  #492 opened 3 years ago by DLPerf
  1

• Where is keras_tokenizer.json supposed to come from for clinc_intent.py?

  #593 opened 3 years ago by jayargo
  0

• [Diabetic Retinopathy] I cannot find normalisation nor data augmentation code

  #539 opened 3 years ago by tjiagoM
  3

• Unsupported data type for TPU String

  #579 opened 3 years ago by JonathanCMitchell
  3

• [Feature Request] Pluggable Metrics&HG integration

  #577 opened 3 years ago by burakisikli
  1

• Add unit tests to check for robustness to failures (i.e., checkpointing) for the JFT training scripts.

  #395 opened 3 years ago by dusenberrymw
  1

• Issue with Dependencies and Colab

  #407 opened 3 years ago by tomersein
  4

• [question] Problems when running batchensemble on TPU

  #487 opened 3 years ago by pyun-ram
  1

• ImportError: cannot import name 'Cifar10HDataset'

  #415 opened 4 years ago by ItamarKanter
  4

• Add unit tests (smoke tests + reproducibility tests) for the JFT training scripts.

  #394 opened 4 years ago by dusenberrymw
  0

• Add smoke tests for all TF-based training scripts.

  #396 opened 4 years ago by dusenberrymw
  0

• Include discussion and ultimately, recommendations, on measuring calibration

  #360 opened 4 years ago by dustinvtran
  0

• Questions about prediction of SGNP

  #288 opened 4 years ago by JianxiangFENG
  5

• Help wanted with fresh colab run of bert_sngp on clinc

  #349 opened 4 years ago by Jordy-VL
  6

• Some appreciation and a question on evaluation

  #255 opened 4 years ago by Jordy-VL
  3

• package tries to install all tf-nightly versions for each and everyday for this year!

  #336 opened 4 years ago by cagdemir
  7

• Question about SNGP precision matrix

  #330 opened 4 years ago by jeffwillette
  2

• Question about batch size and test-set evaluation

  #303 opened 4 years ago by stevenreich47
  1

• Couldn't reproduce MIMO accuracy on CIFAR-100

  #264 opened 4 years ago by alexlyzhov
  7

• SNGP | Laplace RF Precision update inconsistent with the likelihood

  #258 opened 4 years ago by nikhil-dce
  4

• Add explicit link from method in table to its script

  #253 opened 4 years ago by dustinvtran
  0

• Can u please share all the files?

  #335 opened 4 years ago by tooba-jd
  0

• Where is the uncertainty-metrics repository?

  #317 opened 4 years ago by kirill-fedyanin
  4

• Replace experimental Distribution Strategies with non-experimental API

  #212 opened 4 years ago by dustinvtran
  2