deep-ensemble

There are 0 repository under deep-ensemble topic.

FreeformRobotics / Divide-and-Co-training
[TIP 2022] Towards Better Accuracy-efficiency Trade-offs: Divide and Co-training. Plus, an image classification toolbox includes ResNet, Wide-ResNet, ResNeXt, ResNeSt, ResNeXSt, SENet, Shake-Shake, DenseNet, PyramidNet, and EfficientNet.
cifar deep-ensemble efficientnet image-classification imagenet splitnet
Language:Python 104
Frightera / Sample-Machine-Learning-Projects
Some example projects that was made using Tensorflow (mostly). This repository contains the projects that I've experimented-tried when I was new in Deep Learning.
wordtovec generative-adversarial-network word2vec autoencoder covid-19 transfer-learning resnet50 random-forest-classifier ensemble-learning deep-ensemble ensemble-classifier tensorflow-hub nlp-machine-learning natural-language-processing probabilistic-neural-network neural-network neural-network-from-scratch bert cifar-10
Language:Jupyter Notebook 39
SamsungLabs / gps-augment
Simple but high-performing method for learning a policy of test-time augmentation
uncertainty data-augmentation test-time-augmentation ensembles deep-ensemble pytorch out-of-domain domain-shift imagenet-c robustness deep-learning uai2020
Language:Jupyter Notebook 38
akashmondal1810 / UncertaintyEstimation
Uncertainty Estimation Using Deep Neural Network and Gradient Boosting Methods
uncertainty-estimation bayesian-deep-learning bayesian-inference monte-carlo-dropout deep-ensemble predictive-uncertainty xgboost probabilistic-models
Language:Python 22
antonbaumann / MIMO-Unet
PyTorch implementation of Probabilistic MIMO U-Net
deep-ensemble u-net uncertainty-neural-networks uncertainty-analysis uncertainty-estimation uncertainty-quantification
Language:Python 21
AI4PFAS / AI4PFAS
Dataset and code for "Uncertainty-Informed Deep Transfer Learning of PFAS Toxicity"
artificial-intelligence cheminformatics deep-ensemble gnn gpflow ld50 machine-learning mordred pfas-toxicity pytorch rdkit selectivenet tensorflow2 uncertainty-neural-networks
Language:Jupyter Notebook 20
bond005 / yandex-shifts-weather
The best solution of the Weather Prediction track in the Yandex Shifts challenge
shifts regression yandex-shifts-challenge deep-learning self-normalizing-neural-networks deep-ensemble uncertainty uncertainty-estimation multitask-learning hierarchical-multitask-learning
Language:Jupyter Notebook 20
machinelearningnuremberg / DeepRankingEnsembles
[ICLR 2023] Deep Ranking Ensembles for Hyperparameter Optimization
bayesian-optimization deep-ensemble deep-learning hyperparameter-optimization meta-learning ranking-loss transfer-learning transfer-hpo
Language:Python 14
Ensemble-Deep-Learning-to-Classify-Scoliosis-and-Healthy-Subjects
wiguider / Ensemble-Deep-Learning-to-Classify-Scoliosis-and-Healthy-Subjects
An Ensemble Deep Learning Model to Classify Scoliosis and Healthy Subjects Based on Non-invasive Rasterstereography Analysis
deep-ensemble deep-neural-networks ensemble-learning healthcare keras
Language:Python 13
Dounia18 / EGB
Full-Reference Image Quality Assessment models based on ensemble of gradient boosting
deep-learning image-quality-assessment iqa perceptual-quality image-processing tensorflow-keras-model vgg16 gradient-boosting deep-ensemble computer-vision cvpr-workshop-2021 egb-models
Language:Python 8
yunshengtian / BE-CBO
[ICML 2024] Boundary Exploration for Bayesian Optimization With Unknown Physical Constraints
bayesian-optimization black-box-optimization constrained-optimization deep-ensemble
Language:Python 7
Chandureddy8 / Ensemble-MRI-Parkinson-s-Detection-
early detection method for parkinson's disease using deep ensemble learning on MRI dataset
deep-ensemble ensemble-learning parkinsons-disease resnet-50 vgg16
Language:Jupyter Notebook 5
acen20 / deep-ensemble-jet
Ransomware analysis using DEL with jet-like architecture comprising two CNN wings, a sparse AE tail, a non-linear PCA to produce a diverse feature space, and an MLP nose
deep-ensemble meta-learning deep-meta-learning feature-extraction malware-analysis
Language:Jupyter Notebook 2
lab-conrad / resVAE-ensemble
resVAE-ensemble: feature identification in single-cell data
deep-ensemble scatac-seq scrna-seq single-cell-analysis
Language:Jupyter Notebook 2
anita76 / AM207-Project
A pedagogical study and analysis of the results from "Deep Ensembles: A Loss Landscape Perspective".
bayesian-inference deep-ensemble uncertainty-quantification
Language:Jupyter Notebook 1