Code for NeurIPS 2021 paper "ReAct: Out-of-distribution Detection With Rectified Activations"
☆56Mar 24, 2022Updated 3 years ago
Alternatives and similar repositories for react
Users that are interested in react are comparing it to the libraries listed below
Sorting:
- Official repository for CVPR2022 publication, ViM: Out-Of-Distribution with Virtual-logit Matching☆93Sep 18, 2023Updated 2 years ago
- On the Importance of Gradients for Detecting Distributional Shifts in the Wild☆56Aug 3, 2022Updated 3 years ago
- PyTorch implementation of POEM (Out-of-distribution detection with posterior sampling), ICML 2022☆28May 6, 2023Updated 2 years ago
- Code for ECCV 2022 paper "DICE: Leveraging Sparsification for Out-of-Distribution Detection"☆41Sep 28, 2022Updated 3 years ago
- ☆19Dec 4, 2021Updated 4 years ago
- ☆428Aug 28, 2021Updated 4 years ago
- PyTorch implementation of MCM (Delving into out-of-distribution detection with vision-language representations), NeurIPS 2022☆96Mar 12, 2024Updated last year
- Out-of-distribution detection using the pNML regret. NeurIPS2021☆25Dec 20, 2024Updated last year
- The Official Implementation of the ICCV-2021 Paper: Semantically Coherent Out-of-Distribution Detection.☆70Mar 21, 2022Updated 3 years ago
- A Baseline for Detecting Misclassified and Out-of-Distribution Examples in Neural Networks☆233Dec 27, 2018Updated 7 years ago
- LINe: Out-of-Distribution Detection by Leveraging Important Neurons (CVPR 2023)☆13Jun 13, 2023Updated 2 years ago
- Official code for ICML 2022: Mitigating Neural Network Overconfidence with Logit Normalization☆154Jul 5, 2022Updated 3 years ago
- Benchmarking Generalized Out-of-Distribution Detection☆1,035Dec 1, 2025Updated 3 months ago
- [IJCV2025] https://arxiv.org/abs/2304.04521☆15Jan 22, 2025Updated last year
- NeurIPS22 "RankFeat: Rank-1 Feature Removal for Out-of-distribution Detection" and T-PAMI Extension☆20Feb 21, 2025Updated last year
- Code for the paper "A Simple Unified Framework for Detecting Out-of-Distribution Samples and Adversarial Attacks".☆350Aug 13, 2019Updated 6 years ago
- Code release for paper Extremely Simple Activation Shaping for Out-of-Distribution Detection☆55Aug 30, 2024Updated last year
- ☆26Jul 13, 2022Updated 3 years ago
- Code for ICML 2022 paper "Out-of-distribution Detection with Deep Nearest Neighbors"☆198Jul 12, 2024Updated last year
- [IMWUT/UbiComp 2024] Optimization-Free Test-Time Adaptation for Cross-Person Activity Recognition☆23Oct 28, 2023Updated 2 years ago
- Deep Anomaly Detection with Outlier Exposure (ICLR 2019)☆575Oct 9, 2021Updated 4 years ago
- A simple and effective method for detecting out-of-distribution images in neural networks.☆541Oct 12, 2021Updated 4 years ago
- The Official Repository for "Generalized OOD Detection: A Survey"☆458Oct 9, 2022Updated 3 years ago
- ☆23Dec 18, 2022Updated 3 years ago
- Repository for "Improving evidential deep learning via multi-task learning," published in AAAI2022☆20Mar 4, 2022Updated 3 years ago
- ☆46Dec 20, 2020Updated 5 years ago
- We propose a theoretically motivated method, Adversarial Training with informative Outlier Mining (ATOM), which improves the robustness o…☆57Feb 17, 2022Updated 4 years ago
- ☆24Mar 18, 2021Updated 4 years ago
- Official implementation of paper Gradient Matching for Domain Generalization☆124Dec 14, 2021Updated 4 years ago
- PyTorch implementation of CIDER (How to exploit hyperspherical embeddings for out-of-distribution detection), ICLR 2023☆63Aug 13, 2023Updated 2 years ago
- Official repo for our ICLR 22 Oral paper: "Open-Set Recognition: a Good Closed-Set Classifier is All You Need?"☆301Oct 20, 2022Updated 3 years ago
- Code to replicate the key results from Exploring the Limits of Out-of-Distribution Detection (https://arxiv.org/abs/2106.03004) by Stanis…☆44Jan 14, 2022Updated 4 years ago
- ☆10Oct 12, 2021Updated 4 years ago
- [ICML 2024] "Envisioning Outlier Exposure by Large Language Models for Out-of-Distribution Detection"☆14Feb 15, 2025Updated last year
- Robust Out-of-distribution Detection in Neural Networks☆73Apr 12, 2022Updated 3 years ago
- source code for ICLR'23 paper "Non-parametric Outlier Synthesis"☆51Oct 1, 2023Updated 2 years ago
- A list of papers that studies out-of-distribution (OOD) detection and misclassification detection (MisD)☆53Oct 6, 2023Updated 2 years ago
- [SafeAI'21] Feature Space Singularity for Out-of-Distribution Detection.☆79Feb 15, 2021Updated 5 years ago
- pytorch实现bert做seq2seq任务,使用unilm方案。☆10Apr 1, 2020Updated 5 years ago