open-set

Here are 22 public repositories matching this topic...

uai-ufmg / open-set-loss

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

face-recognition open-set cost-function loss-function watchlists open-set-classification open-set-learning open-loss

Updated Jun 6, 2024
Jupyter Notebook

FelipeCorredor73 / DAAI_OPEN_SET_ROS

Star

Open-Set Domain Adaptation through Self-Supervision, using a ROS task this repository contains the python implementation of the final project for the course of Data Analysis & Artificial Intelligence

ai open-set domain-adaptation open-set-domain-adaptation

Updated Feb 6, 2022
Jupyter Notebook

serdeltomas / nn-classifier-uncertainty

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Bachelor's thesis work on Uncertainty in neural network classifiers

neural-network openmax open-set

Updated Jun 1, 2021
Python

ZhenbangDu / DSD

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The code of 'Mixture-of-Experts for Open Set Domain Adaptation: A Dual-Space Detection Approach'

moe unsupervised-learning open-set domain-adaptation graph-neural-networks mixture-of-experts

Updated Aug 20, 2024

pedrormjunior / ossvm

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Open-Set Support Vector Machines (OSSVM) [see commit message https://github.com/pedrormjunior/ossvm/commit/50d51dc482c8e13df7d9037976b97db7e60a1ccf for usage]

open-set open-set-recognition

Updated Aug 12, 2022
Java

rafaelvareto / HPLS-HFCN-openset

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Paper: Towards Open-Set Face Recognition using Hashing Functions (IJCB'17)

machine-learning paper svm hash-functions face-recognition pls open-set bagging

Updated Oct 8, 2019
Python

steb6 / ISBFSAR

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Interactive Skeleton Based Few Shot Action Recognition

python pytorch human-pose-estimation human-activity-recognition pose-estimation open-set gaze-estimation few-shot few-shot-learning open-set-recognition fewshot-learning few-shot-classifcation open-set-classification

Updated Nov 8, 2022
Python

yanbeic / ssl-class-mismatch

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Tensorflow Implementation on Paper [AAAI2020]Semi-Supervised Learning under Class Distribution Mismatch

semi-supervised-learning open-set aaai2020

Updated Apr 20, 2021
Python

dlmacedo / robust-deep-learning

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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.

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

Updated Nov 26, 2022
Python

PyOpenTS / PyOpenTS

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Efficient and User-Friendly Time Series Analysis Library for PyOpenTS with pytorch compatibility.

time-series pytorch openmax ucr time-series-analysis open-set uea ood-detection logitnorm

Updated Aug 14, 2023
Python

patrickschlachter / osr-using-ics

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Open-Set Recognition Using Intra-Class Splitting

deep-learning keras open-set open-set-recognition intra-class-splitting

Updated Oct 11, 2019
Python

PRIS-CV / Mutual-to-Separate

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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

dlmacedo / distinction-maximization-loss

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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

Cogito2012 / OpenTAL

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[CVPR 2022 Oral] Towards Open Set Temporal Action Localization

video action open-set open-set-recognition

Updated Sep 4, 2023
Python

jd730 / EOPSN

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[CVPR 2021] Exemplar-Based Open-Set Panoptic Segmentation Network (EOPSN)

open-set exemplar panoptic-segmentation

Updated May 27, 2022
Python

dlmacedo / entropic-out-of-distribution-detection

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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.