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open-set-recognition

Here are 46 public repositories matching this topic...

OpenGVLab / InternVideo

[ECCV2024] Video Foundation Models & Data for Multimodal Understanding

Updated Apr 25, 2025
Python

OpenOOD

Jingkang50 / OpenOOD

Benchmarking Generalized Out-of-Distribution Detection

outlier-detection robustness anomaly-detection novelty-detection open-set-recognition out-of-distribution-detection

Updated Mar 18, 2025
Python

kkirchheim / pytorch-ood

👽 Out-of-Distribution Detection with PyTorch

deep-learning neural-network pytorch anomaly-detection novelty-detection confidence-estimation open-set-recognition ood-detection

Updated May 7, 2025
Python

iCGY96 / ARPL

[TPAMI 2022] Adversarial Reciprocal Points Learning for Open Set Recognition

openset open-set-recognition out-of-distribution-detection openset-classification openset-recognition

Updated Jun 30, 2023
Python

ma-xu / Open-Set-Recognition

Open Set Recognition

pytorch mnist imagenet cifar openmax open-set openset center-loss open-set-recognition oltr openset-classification openset-recognition

Updated Sep 13, 2021
Python

MCG-NJU / AWT

[NeurIPS 2024] AWT: Transferring Vision-Language Models via Augmentation, Weighting, and Transportation

computer-vision transfer-learning clip video-understanding zero-shot-learning open-set-recognition vlms siglip

Updated Oct 5, 2024
Python

LAMDA-CL / CVPR21-Proser

Learning Placeholders for Open-Set Recognition (CVPR'21 Oral)

open-world open-set-recognition

Updated Jul 23, 2021
Python

dlmacedo / entropic-out-of-distribution-detection

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.

machine-learning deep-learning pytorch ood osr ai-safety open-set anomaly-detection novelty-detection robust-machine-learning open-set-recognition out-of-distribution out-of-distribution-detection ood-detection trustworthy-machine-learning trustworthy-ai

Updated Sep 22, 2022
Python

MrtnMndt / OpenVAE_ContinualLearning

Open-source code for our paper: Unified Probabilistic Deep Continual Learning through Generative Replay and Open Set Recognition

deep-learning pytorch variational-autoencoder continual-learning open-set-recognition

Updated Apr 1, 2022
Python

taslimisina / osr-ood-ad-methods

This is the official repository for the paper "A Unified Survey on Anomaly, Novelty, Open-Set, and Out-of-Distribution Detection: Solutions and Future Challenges".

anomaly-detection novelty-detection open-set-recognition out-of-distribution-detection

Updated Jul 16, 2022
Python

NazirNayal8 / RbA

Official code for RbA: Segmenting Unknown Regions Rejected by All (ICCV 2023)

deep-learning autonomous-driving semantic-segmentation open-set-recognition out-of-distribution-detection mask-classification iccv2023 unknown-segmentation

Updated Jan 10, 2025
Python

sjliu68 / MDL4OW

S. Liu, Q. Shi and L. Zhang, "Few-Shot Hyperspectral Image Classification With Unknown Classes Using Multitask Deep Learning," in IEEE Transactions on Geoscience and Remote Sensing, doi: 10.1109/TGRS.2020.3018879.

remote-sensing hyperspectral-image-classification hyperspectral open-set-recognition

Updated May 17, 2021
Python

Cogito2012 / OpenTAL

[CVPR 2022 Oral] Towards Open Set Temporal Action Localization

video action open-set open-set-recognition

Updated Sep 4, 2023
Python

dlmacedo / distinction-maximization-loss

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.

machine-learning deep-learning pytorch classification ood osr uncertainty-estimation ai-safety open-set anomaly-detection novelty-detection robust-machine-learning open-set-recognition out-of-distribution out-of-distribution-detection ood-detection trustworthy-machine-learning trustworthy-ai

Updated Sep 22, 2022
Python

mala-lab / AHL

Official implementation of CVPR'24 paper 'Anomaly Heterogeneity Learning for Open-set Supervised Anomaly Detection'.

anomaly-detection open-set-recognition image-anomaly-detection supervised-anomaly-detection open-set-anomaly-detection

Updated Apr 20, 2024
Python

00why00 / Glocal

[CVPR 2023] Glocal Energy-based Learning for Few-Shot Open-Set Recognition

few-shot-learning open-set-recognition

Updated May 18, 2023
Python

wjun0830 / Difficulty-Aware-Simulator

Official PyTorch Repository of "Difficulty-Aware Simulator for Open Set Recognition" (ECCV 2022 Paper)

deep-learning pytorch knowledge-distillation open-set-recognition open-set-classification open-set-generation

Updated Jul 28, 2023
Python

MinkiJ / SnaTCHer

[CVPR 2021] Few-shot Open-set Recognition by Transformation Consistency

few-shot-learning open-set-recognition few-shot-open-set-recognition

Updated Apr 15, 2021
Python

rshaojimmy / OSAD

[ECCV 2020] Pytorch codes for Open-set Adversarial Defense

open-set-recognition adversarial-defense

Updated Mar 20, 2022
Python

PRIS-CV / Mutual-to-Separate

Code release for Mind the Gap: Enlarging the Domain Gap in Open Set Domain Adaptation (TCSVT 2023)

open-set domain-adaptation open-set-recognition open-set-domain-adaptation

Updated Oct 20, 2023
Python

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