open-set-recognition

There are 7 repositories under open-set-recognition topic.

OpenGVLab / InternVideo
[ECCV2024] Video Foundation Models & Data for Multimodal Understanding
foundation-models video-understanding vision-transformer action-recognition masked-autoencoder multimodal open-set-recognition spatio-temporal-action-localization temporal-action-localization video-question-answering video-retrieval zero-shot-classification zero-shot-retrieval benchmark contrastive-learning self-supervised instruction-tuning video-data video-dataset video-clip
Language:Python 1307
iCGY96 / awesome_OpenSetRecognition_list
A curated list of papers & resources linked to open set recognition, out-of-distribution, open set domain adaptation and open world recognition
awesome-list open-set open-set-domain-adaptation open-set-recognition open-source open-word-recognition out-of-distribution-detection
1052
OpenOOD
Jingkang50 / OpenOOD
Benchmarking Generalized Out-of-Distribution Detection
anomaly-detection novelty-detection open-set-recognition out-of-distribution-detection outlier-detection robustness
Language:Python 834
Jingkang50 / OODSurvey
The Official Repository for "Generalized OOD Detection: A Survey"
anomaly-detection novelty-detection ood-detection open-set-recognition out-of-distribution-detection outlier-detection
Language:Jupyter Notebook 439
kkirchheim / pytorch-ood
👽 Out-of-Distribution Detection with PyTorch
anomaly-detection confidence-estimation deep-learning neural-network novelty-detection ood-detection open-set-recognition pytorch
Language:Python 235
iCGY96 / ARPL
[TPAMI 2022] Adversarial Reciprocal Points Learning for Open Set Recognition
open-set-recognition openset openset-classification openset-recognition out-of-distribution-detection
Language:Python 143
ma-xu / Open-Set-Recognition
Open Set Recognition
open-set-recognition openmax oltr center-loss cifar pytorch mnist imagenet openset openset-classification openset-recognition open-set
Language:Python 142
thuiar / OKD-Reading-List
Papers for Open Knowledge Discovery
out-of-domain-detection out-of-distribution-detection intent-discovery natural-language-processing natural-language-understanding deep-clustering machine-learning computer-vision open-world-classification open-set-recognition
Language:TeX 117
zhoudw-zdw / CVPR21-Proser
Learning Placeholders for Open-Set Recognition (CVPR'21 Oral)
open-set-recognition open-world
Language:Python 77
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.
pytorch deep-learning out-of-distribution-detection out-of-distribution machine-learning trustworthy-ai ai-safety anomaly-detection novelty-detection robust-machine-learning trustworthy-machine-learning ood ood-detection osr open-set-recognition open-set
Language:Python 74
XinshaoAmosWang / Ranked-List-Loss-for-DML
CVPR 2019: Ranked List Loss for Deep Metric Learning, with extension for TPAMI submission
deep-metric-learning image-clustering image-retrieval open-set-recognition fine-grained-recognition learning-to-rank
Language:Shell 63
MrtnMndt / OpenVAE_ContinualLearning
Open-source code for our paper: Unified Probabilistic Deep Continual Learning through Generative Replay and Open Set Recognition
continual-learning deep-learning open-set-recognition pytorch variational-autoencoder
Language:Python 60
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
Language:Python 57
NazirNayal8 / RbA
Official code for RbA: Segmenting Unknown Regions Rejected by All (ICCV 2023)
autonomous-driving deep-learning iccv2023 open-set-recognition out-of-distribution-detection semantic-segmentation unknown-segmentation mask-classification
Language:Python 55
Cogito2012 / OpenTAL
[CVPR 2022 Oral] Towards Open Set Temporal Action Localization
open-set open-set-recognition action video
Language:Python 51
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.
hyperspectral hyperspectral-image-classification remote-sensing open-set-recognition
Language:Python 51
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.
classification deep-learning machine-learning open-set-recognition out-of-distribution-detection pytorch robust-machine-learning trustworthy-ai trustworthy-machine-learning uncertainty-estimation ai-safety anomaly-detection novelty-detection ood ood-detection open-set osr out-of-distribution
Language:Python 45
wjun0830 / Difficulty-Aware-Simulator
Official PyTorch Repository of "Difficulty-Aware Simulator for Open Set Recognition" (ECCV 2022 Paper)
deep-learning knowledge-distillation open-set-classification open-set-recognition pytorch open-set-generation
Language:Python 35
00why00 / Glocal
[CVPR 2023] Glocal Energy-based Learning for Few-Shot Open-Set Recognition
few-shot-learning open-set-recognition
Language:Python 34
mala-lab / AHL
Official implementation of CVPR'24 paper 'Anomaly Heterogeneity Learning for Open-set Supervised Anomaly Detection'.
anomaly-detection open-set-anomaly-detection supervised-anomaly-detection open-set-recognition image-anomaly-detection
Language:Python 25
MinkiJ / SnaTCHer
[CVPR 2021] Few-shot Open-set Recognition by Transformation Consistency
few-shot-learning open-set-recognition few-shot-open-set-recognition
Language:Python 22
rshaojimmy / OSAD
[ECCV 2020] Pytorch codes for Open-set Adversarial Defense
adversarial-defense open-set-recognition
Language:Python 22
PRIS-CV / Mutual-to-Separate
Code release for Mind the Gap: Enlarging the Domain Gap in Open Set Domain Adaptation (TCSVT 2023)
domain-adaptation open-set open-set-domain-adaptation open-set-recognition
Language:Python 18
patrickschlachter / osr-using-ics
Open-Set Recognition Using Intra-Class Splitting
open-set-recognition intra-class-splitting deep-learning open-set keras
Language:Python 17
dlmacedo / robust-deep-learning
A project to train your model from scratch or fine-tune a pretrained model using the losses provided in this library to improve out-of-distribution detection and uncertainty estimation performances. Calibrate your model to produce enhanced uncertainty estimations. Detect out-of-distribution data using the defined score type and threshold.
classification deep-learning deep-neural-networks machine-learning ood-detection open-set open-set-recognition out-of-distribution-detection pytorch uncertainty-calibration uncertainty-estimation uncertainty-neural-networks robust-deep-learning robust-machine-learning trustworthy-ai trustworthy-machine-learning anomaly-detection novelty-detection out-of-distribution
Language:Python 16
mala-lab / PReNet
Official implementation of KDD'23 paper "Deep Weakly-supervised Anomaly Detection"
open-set-recognition semi-supervised-anomaly-detection weakly-supervised-anomaly-detection open-set-anomaly-detection
Language:Python 16
gaozhengqing / UniEnt
PyTorch implementation of our CVPR 2024 paper "Unified Entropy Optimization for Open-Set Test-Time Adaptation"
open-set-recognition test-time-adaptation
Language:Python 15
steb6 / ISBFSAR
Interactive Skeleton Based Few Shot Action Recognition
pose-estimation few-shot-learning few-shot few-shot-classifcation fewshot-learning human-pose-estimation human-activity-recognition gaze-estimation open-set open-set-classification open-set-recognition python pytorch
Language:Python 14
DebabrataPal7 / OCN
Official Implementation of "Few-Shot Open-Set Recognition of Hyperspectral Images with Outlier Calibration Network" (WACV22)
few-shot-learning open-set-recognition
Language:Jupyter Notebook 12
Crush0416 / Fea-DA---Unknown-SAR-Target-Identification
This is a novel unknown sar target identification method based on feature extraction networks and KLD-RPA joint discrimination. Experiment results form MSTAR dataset shows that our proposed Fea-DA achieves state of the art unknown sar target identification accuracy while maintaining the high recognition accuracy of known target.
sar atr mstar convolutional-neural-networks deep-learning open-set-recognition pytorch
Language:Python 10
Andrewwango / open-set-resnet
Open set classification of car models. This 3-step classifier solves the problem where dogs are classified as cars, by first filtering these images out using ResNet CNNs transfer-trained on different datasets.
image-classification pytorch deep-learning transfer-learning open-set-recognition aws-sagemaker
Language:Jupyter Notebook 9
glhr / ood-labelnoise
"A noisy elephant in the room: Is your out-of-distribution detector robust to label noise?" (CVPR 2024)
aleatoric-uncertainty image-classification label-noise noisy-labels ood-detection open-set-recognition out-of-distribution-detection
Language:Jupyter Notebook 8
MCG-NJU / VLG
VLG: General Video Recognition with Web Textual Knowledge (https://arxiv.org/abs/2212.01638)
action-recognition few-shot-recognition long-tailed-recognition open-set-recognition video-language
Language:Python 8
pedrormjunior / ossvm
Open-Set Support Vector Machines (OSSVM) [see commit message https://github.com/pedrormjunior/ossvm/commit/50d51dc482c8e13df7d9037976b97db7e60a1ccf for usage]
open-set open-set-recognition
Language:Java 8
DebabrataPal7 / MORGAN
Official Implementation of "MORGAN: Meta-Learning-based Few-Shot Open-Set Recognition via Generative Adversarial Network" (WACV23)
few-shot-learning hyperspectral-image-classification open-set-recognition
Language:Jupyter Notebook 5
mala-lab / OpenCIL
Official code for paper "OpenCIL: Benchmarking Out-of-Distribution Detection in Class-Incremental Learning"
class-incremental-learning continual-learning incremental-learning open-set-classification open-set-recognition out-of-distribution-detection
Language:Python 4

open-set-recognition

OpenGVLab / InternVideo

iCGY96 / awesome_OpenSetRecognition_list

Jingkang50 / OpenOOD

Jingkang50 / OODSurvey

kkirchheim / pytorch-ood

iCGY96 / ARPL

ma-xu / Open-Set-Recognition

thuiar / OKD-Reading-List

zhoudw-zdw / CVPR21-Proser

dlmacedo / entropic-out-of-distribution-detection

XinshaoAmosWang / Ranked-List-Loss-for-DML

MrtnMndt / OpenVAE_ContinualLearning

taslimisina / osr-ood-ad-methods

NazirNayal8 / RbA

Cogito2012 / OpenTAL

sjliu68 / MDL4OW

dlmacedo / distinction-maximization-loss

wjun0830 / Difficulty-Aware-Simulator

00why00 / Glocal

mala-lab / AHL

MinkiJ / SnaTCHer

rshaojimmy / OSAD

PRIS-CV / Mutual-to-Separate

patrickschlachter / osr-using-ics

dlmacedo / robust-deep-learning

mala-lab / PReNet

gaozhengqing / UniEnt

steb6 / ISBFSAR

DebabrataPal7 / OCN

Crush0416 / Fea-DA---Unknown-SAR-Target-Identification

Andrewwango / open-set-resnet

glhr / ood-labelnoise

MCG-NJU / VLG

pedrormjunior / ossvm

DebabrataPal7 / MORGAN

mala-lab / OpenCIL