ood
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A collection of resources to learn object-oriented programming and related concepts for PHP developers.
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Dec 26, 2020
💎 The Principles of OOD (SOLID) based on Uncle Bob articles.
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Nov 6, 2023 - Swift
Various Low Level Object Oriented System Design problems are discussed in this space
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Feb 2, 2025 - Java
Domain-driven design example in Java with Spring framework
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Dec 11, 2023 - Java
[ECCV 2022] Multi-Domain Long-Tailed Recognition, Imbalanced Domain Generalization, and Beyond
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Jan 26, 2023 - Python
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Mar 20, 2023
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.
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Aug 15, 2023 - Python
System design and Object Oriented Design (OOD) related interview problems and solutions.
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May 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.
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Sep 22, 2022 - Python
The Official Implementation of the ICCV-2021 Paper: Semantically Coherent Out-of-Distribution Detection.
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Mar 21, 2022 - Python
💠 Essential object oriented design (python, pytest, travisCI)
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Dec 27, 2024 - Python
Paper of out of distribution detection and generalization
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Aug 23, 2023
Official implementation for Likelihood Regret: An Out-of-Distribution Detection Score For Variational Auto-encoder at NeurIPS 2020
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May 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.
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Sep 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"
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Dec 13, 2023 - Jupyter Notebook
Reproducing experimental results of OOD-by-MCD [Yu and Aizawa et al. ICCV 2019]
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Dec 8, 2019 - Python
A curated list of Robust Machine Learning papers/articles and recent advancements.
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Oct 13, 2022
Out-of-distribution detection using the pNML regret. NeurIPS2021
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Dec 20, 2024 - Jupyter Notebook
[ICLR 2024 Spotlight] "Negative Label Guided OOD Detection with Pretrained Vision-Language Models"
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Oct 23, 2024 - Python
A curated list of Distribution Shift papers/articles and recent advancements.
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Oct 20, 2022
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