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ood

Here are 200 public repositories matching this topic...

A collection of resources to learn object-oriented programming and related concepts for PHP developers.

  • UpdatedDec 26, 2020

We leverage 14 datasets as OOD test data and conduct evaluations on 8 NLU tasks over 21 popularly used models. Our findings confirm that the OOD accuracy in NLP tasks needs to be paid more attention to since the significant performance decay compared to ID accuracy has been found in all settings.

  • UpdatedAug 15, 2023
  • Python

System design and Object Oriented Design (OOD) related interview problems and solutions.

  • UpdatedMay 16, 2021
  • Java

A project to add scalable state-of-the-art out-of-distribution detection (open set recognition) support by changing two lines of code! Perform efficient inferences (i.e., do not increase inference time) and detection without classification accuracy drop, hyperparameter tuning, or collecting additional data.

  • UpdatedSep 22, 2022
  • Python

The Official Implementation of the ICCV-2021 Paper: Semantically Coherent Out-of-Distribution Detection.

  • UpdatedMar 21, 2022
  • Python

💠 Essential object oriented design (python, pytest, travisCI)

  • UpdatedDec 27, 2024
  • Python

Paper of out of distribution detection and generalization

  • UpdatedAug 23, 2023

Official implementation for Likelihood Regret: An Out-of-Distribution Detection Score For Variational Auto-encoder at NeurIPS 2020

  • UpdatedMay 11, 2021
  • Python

A project to improve out-of-distribution detection (open set recognition) and uncertainty estimation by changing a few lines of code in your project! Perform efficient inferences (i.e., do not increase inference time) without repetitive model training, hyperparameter tuning, or collecting additional data.

  • UpdatedSep 22, 2022
  • Python

Official code and data for NeurIPS 2023 paper "ImageNet-Hard: The Hardest Images Remaining from a Study of the Power of Zoom and Spatial Biases in Image Classification"

  • UpdatedDec 13, 2023
  • Jupyter Notebook

Reproducing experimental results of OOD-by-MCD [Yu and Aizawa et al. ICCV 2019]

  • UpdatedDec 8, 2019
  • Python

Out-of-distribution detection using the pNML regret. NeurIPS2021

  • UpdatedDec 20, 2024
  • Jupyter Notebook

[ICLR 2024 Spotlight] "Negative Label Guided OOD Detection with Pretrained Vision-Language Models"

  • UpdatedOct 23, 2024
  • Python

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