Alternatives and similar repositories for GEM

Users that are interested in GEM are comparing it to the libraries listed below

• Jingkang50 / ICCV21_SCOOD

  View on GitHub
  The Official Implementation of the ICCV-2021 Paper: Semantically Coherent Out-of-Distribution Detection.
  ☆70Mar 21, 2022Updated 3 years ago
• rajatkoner08 / oodformer

  View on GitHub
  This is a code repository for paper OODformer: Out-Of-Distribution Detection Transformer
  ☆40Oct 20, 2021Updated 4 years ago
• deeplearning-wisc / dice

  View on GitHub
  Code for ECCV 2022 paper "DICE: Leveraging Sparsification for Out-of-Distribution Detection"
  ☆41Sep 28, 2022Updated 3 years ago
• xksteven / multilabel-ood

  View on GitHub
  Multilabel Out-of-Distribution Detection
  ☆10Nov 23, 2020Updated 5 years ago
• kobybibas / pnml_ood_detection

  View on GitHub
  Out-of-distribution detection using the pNML regret. NeurIPS2021
  ☆25Dec 20, 2024Updated last year
• Chenyang4 / ReSmooth

  View on GitHub
  ☆10Nov 21, 2022Updated 3 years ago
• deeplearning-wisc / gradnorm_ood

  View on GitHub
  On the Importance of Gradients for Detecting Distributional Shifts in the Wild
  ☆56Aug 3, 2022Updated 3 years ago
• deeplearning-wisc / react

  View on GitHub
  Code for NeurIPS 2021 paper "ReAct: Out-of-distribution Detection With Rectified Activations"
  ☆56Mar 24, 2022Updated 3 years ago
• deeplearning-wisc / large_scale_ood

  View on GitHub
  MOS: Towards Scaling Out-of-distribution Detection for Large Semantic Space
  ☆99Jun 28, 2021Updated 4 years ago
• jkatzsam / woods_ood

  View on GitHub
  ☆16May 25, 2022Updated 3 years ago
• VectorInstitute / gram-ood-detection

  View on GitHub
  ☆46Dec 20, 2020Updated 5 years ago
• nish03 / FFS

  View on GitHub
  Code for CVPR 2023 Highlight paper "Normalizing Flow based Feature Synthesis for Outlier-Aware Object Detection"
  ☆24Feb 21, 2024Updated last year
• deeplearning-wisc / npos

  View on GitHub
  source code for ICLR'23 paper "Non-parametric Outlier Synthesis"
  ☆51Oct 1, 2023Updated 2 years ago
• haoqiwang / vim

  View on GitHub
  Official repository for CVPR2022 publication, ViM: Out-Of-Distribution with Virtual-logit Matching
  ☆92Sep 18, 2023Updated 2 years ago
• MECLabTUDA / FrOoDo

  View on GitHub
  ☆27May 15, 2023Updated 2 years ago
• facebookresearch / odin

  View on GitHub
  A simple and effective method for detecting out-of-distribution images in neural networks.
  ☆539Oct 12, 2021Updated 4 years ago
• hendrycks / anomaly-seg

  View on GitHub
  The Combined Anomalous Object Segmentation (CAOS) Benchmark
  ☆160Feb 2, 2023Updated 3 years ago
• jenson500 / triz-prompt-engineering

  View on GitHub
  Structured TRIZ prompt engineering for LLMs in an open, portable XML format – MIT licensed.
  ☆13Nov 11, 2025Updated 3 months ago
• antoniobarbalau / black-box-ripper

  View on GitHub
  Black-Box Ripper: Copying black-box models using generative evolutionary algorithms - NIPS 2020 - Official Implementation
  ☆29Oct 25, 2020Updated 5 years ago
• max-andr / relu_networks_overconfident

  View on GitHub
  Why ReLU networks yield high-confidence predictions far away from the training data and how to mitigate the problem [CVPR 2019, oral]
  ☆186Jul 14, 2019Updated 6 years ago
• asrafulashiq / transfer_broad

  View on GitHub
  Pytorch Code for "A Broad Study on the Transferability of Visual Representations with Contrastive Learning" (ICCV 2021)
  ☆36Mar 14, 2022Updated 3 years ago
• deeplearning-wisc / siren

  View on GitHub
  source code for NeurIPS'22 paper "SIREN: Shaping Representations for Detecting Out-of-Distribution Objects"
  ☆33May 13, 2023Updated 2 years ago
• BollywoodData / Bollywood-Data

  View on GitHub
  ☆12Jul 25, 2018Updated 7 years ago
• yshen22 / FedMM

  View on GitHub
  ☆19Feb 18, 2024Updated last year
• tomfletcher / GeometryOfData

  View on GitHub
  ☆10Updated this week
• megvii-research / FSSD_OoD_Detection

  View on GitHub
  [SafeAI'21] Feature Space Singularity for Out-of-Distribution Detection.
  ☆79Feb 15, 2021Updated 4 years ago
• IML-DKFZ / fd-shifts

  View on GitHub
  A Benchmark for Failure Detection under Distribution Shifts in Image Classification
  ☆35Oct 19, 2024Updated last year
• Mephisto405 / Unsupervised-Out-of-Distribution-Detection-by-Maximum-Classifier-Discrepancy

  View on GitHub
  Reproducing experimental results of OOD-by-MCD [Yu and Aizawa et al. ICCV 2019]
  ☆30Dec 8, 2019Updated 6 years ago
• lspecia / quest

  View on GitHub
  Pascal2 Harvest project QuEst
  ☆14Sep 15, 2014Updated 11 years ago
• zjysteven / PrivacyAttack_AT_FL

  View on GitHub
  [CVPRW'22] A privacy attack that exploits Adversarial Training models to compromise the privacy of Federated Learning systems.
  ☆11Jul 7, 2022Updated 3 years ago
• ekinakyurek / influence

  View on GitHub
  Code for "Tracing Knowledge in Language Models Back to the Training Data"
  ☆39Dec 27, 2022Updated 3 years ago
• deeplearning-wisc / multi-label-ood

  View on GitHub
  ☆46Sep 22, 2021Updated 4 years ago
• pokaxpoka / deep_Mahalanobis_detector

  View on GitHub
  Code for the paper "A Simple Unified Framework for Detecting Out-of-Distribution Samples and Adversarial Attacks".
  ☆350Aug 13, 2019Updated 6 years ago
• Jingkang50 / OODSurvey

  View on GitHub
  The Official Repository for "Generalized OOD Detection: A Survey"
  ☆458Oct 9, 2022Updated 3 years ago
• StanfordMIMI / siaug

  View on GitHub
  Repository for the paper "Exploring Image Augmentations for Siamese Representation Learning with Chest X-Rays"
  ☆10Aug 29, 2023Updated 2 years ago
• GokuMohandas / SELU

  View on GitHub
  🤖 Implementation of Self Normalizing Networks (SNN) in PyTorch.
  ☆12Jun 19, 2017Updated 8 years ago
• tolgaergen / convex_nn

  View on GitHub
  ☆11Aug 17, 2021Updated 4 years ago
• aryol / GOTU

  View on GitHub
  ☆12Feb 9, 2024Updated 2 years ago
• teobaluta / etio

  View on GitHub
  Causal Reasoning for Membership Inference Attacks
  ☆11Oct 21, 2022Updated 3 years ago