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GitHub topics: open-set-classification

rafaelvareto/open-loss

OpenLoss: This repository discloses cost functions designed for open-set classification tasks, namely, Entropic Open-set, ObjectoSphere and Maximal-Entropy Loss.

Language: Jupyter Notebook - Size: 2.72 MB - Last synced at: 3 days ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 1

maettuu/24FS-Deep-Learning

Repository for the course Deep Learning Spring 2024

Language: Jupyter Notebook - Size: 1.51 MB - Last synced at: 4 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

RabbitBoss/Awesome-Realistic-Semi-Supervised-Learning

An awesome paper list of Semi-Supervised Learning under realistic settings.

Language: Shell - Size: 30.3 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 100 - Forks: 11

jjlee0802cu/open-set-image-classification

Building open-set image classification models via thresholding

Language: Python - Size: 47 MB - Last synced at: 6 days ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0

sfeilaryan/MeROS

Compact Implementation of Meta - Recognition and EVT Tools for Open-Set Classification

Language: Python - Size: 78.1 KB - Last synced at: 17 days ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0

DebabrataPal7/DAFOSNET

Official Implementation of "Domain Adaptive Few-Shot Open-Set Learning" in IEEE/CVF International Conference on Computer Vision (ICCV'23)

Language: Python - Size: 1.72 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 7 - Forks: 0

wilkinghoff/few-shot-open-set-eusipco2023

Accompanying code for the paper On Using Pre-Trained Embeddings for Detecting Anomalous Sounds with Limited Training Data.

Language: Python - Size: 60.5 KB - Last synced at: 5 days ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 2

wjun0830/Difficulty-Aware-Simulator

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

Language: Python - Size: 26.4 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 26 - Forks: 2

konstantinosKokos/dynamic-graph-supertagging

Constructive categorial grammar supertagging with (pick any of: [heterogeneous | dynamic | attentive | structure-aware]) graph convolutions.

Language: Python - Size: 46.9 KB - Last synced at: 3 months ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 0

steb6/ISBFSAR

Interactive Skeleton Based Few Shot Action Recognition

Language: Python - Size: 98.9 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 11 - Forks: 2

nikita-petrashen/openmax

Language: Python - Size: 12.7 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

Related Keywords
open-set-classification 11 few-shot-learning 3 deep-learning 3 open-set-recognition 2 python 2 pytorch 2 cost-function 1 openmax 1 softmax 1 weibull-calibrated-nn 1 domain-adaptation 1 machine-listening 1 knowledge-distillation 1 open-set-generation 1 categorial-grammar 1 ccg 1 gnn 1 sota 1 supertagging 1 type-logical-grammar 1 few-shot 1 few-shot-classifcation 1 fewshot-learning 1 gaze-estimation 1 human-activity-recognition 1 human-pose-estimation 1 open-set 1 pose-estimation 1 face-recognition 1 negative-samples 1 open-loss 1 open-set-learning 1 watchlists 1 adversarial-learning 1 auto-encoders 1 auto-labelling 1 convolutional-neural-networks 1 fully-connected-networks 1 gradient-descent 1 machine-learning 1 multi-output-networks 1 perceptron 1 recurrent-neural-networks 1 transfer-learning 1 zero-shot-learning 1 long-tailed-learning 1 open-world-learning 1 open-world-semi-supervised-learning 1 semi-supervised-learning 1 computer-vision 1 evt-calibration 1 meta-recognition 1