Search Results - RepositoryStats

InternVideo OpenGVLab

91

1.5k

apache-2.0

27

[ECCV2024] Video Foundation Models & Data for Multimodal Understanding

Created 2022-11-23

229 commits to main branch, last one 10 days ago

awesome_OpenSetRecognition_list iCGY96

148

1.1k

unknown

38

A curated list of papers & resources linked to open set recognition, out-of-distribution, open set domain adaptation and open world recognition

open-set open-source awesome-list open-set-recognition open-word-recognition open-set-domain-adaptation out-of-distribution-detection

Created 2019-01-16

154 commits to master branch, last one 9 months ago

OpenOOD Jingkang50

115

895

mit

8

Benchmarking Generalized Out-of-Distribution Detection

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

Created 2021-11-29

723 commits to main branch, last one 5 days ago

Awesome-Out-Of-Distribution-Detection huytransformer

69

838

cc0-1.0

36

Out-of-distribution detection, robustness, and generalization resources. The repository contains a curated list of papers, tutorials, books, videos, articles and open-source libraries etc

anomaly awesome open-set open-world robustness awesome-lists ood-detection ood-robustness anomaly-detection novelty-detection outlier-detection ood-generalization distribution-shifts open-world-learning out-of-distribution open-set-recognition out-of-distribution-detection out-of-distribution-robustness out-of-distribution-generalization

Created 2023-08-07

77 commits to main branch, last one about a month ago

OODSurvey Jingkang50

39

450

unknown

14

The Official Repository for "Generalized OOD Detection: A Survey"

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

Created 2021-08-18

36 commits to main branch, last one 2 years ago

pytorch-ood kkirchheim

25

266

apache-2.0

4

👽 Out-of-Distribution Detection with PyTorch

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

Created 2022-08-22

365 commits to dev branch, last one 4 days ago

ARPL iCGY96

27

154

mit

3

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

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

Created 2020-11-08

11 commits to master branch, last one about a year ago

Open-Set-Recognition ma-xu

28

151

unknown

4

Open Set Recognition

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

Created 2020-09-13

1,142 commits to master branch, last one 3 years ago

OKD-Reading-List thuiar

24

120

bsd-3-clause

6

Papers for Open Knowledge Discovery

computer-vision deep-clustering intent-discovery machine-learning open-set-recognition out-of-domain-detection open-world-classification natural-language-processing out-of-distribution-detection natural-language-understanding

Created 2020-09-23

126 commits to master branch, last one about a year ago

AWT MCG-NJU

2

87

apache-2.0

4

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

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

Created 2024-10-04

6 commits to main branch, last one 2 months ago

CVPR21-Proser zhoudw-zdw

8

81

unknown

1

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

open-world open-set-recognition

Created 2021-07-16

3 commits to main branch, last one 3 years ago

entropic-out-of-distribution-detection dlmacedo

10

74

apache-2.0

4

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 tim...

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

Created 2019-08-16

50 commits to master branch, last one 2 years ago

OpenVAE_ContinualLearning MrtnMndt

12

62

mit

10

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

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

Created 2019-05-28

17 commits to master branch, last one 2 years ago

osr-ood-ad-methods taslimisina

7

61

mit

3

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

Created 2022-05-07

56 commits to main branch, last one 2 years ago

RbA NazirNayal8

6

58

mit

5

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

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

Created 2023-06-09

16 commits to main branch, last one about a month ago

MDL4OW sjliu68

16

52

apache-2.0

1

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....

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

Created 2020-07-19

41 commits to master branch, last one 3 years ago

OpenTAL Cogito2012

1

50

other

5

[CVPR 2022 Oral] Towards Open Set Temporal Action Localization

video action open-set open-set-recognition

Created 2021-09-12

97 commits to master branch, last one about a year ago

distinction-maximization-loss dlmacedo

5

45

apache-2.0

3

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 increas...