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feature-learning

Here are 49 public repositories matching this topic...

KaiyangZhou / pytorch-center-loss

Pytorch implementation of Center Loss

python computer-vision deep-learning pytorch feature-learning loss-functions center-loss

Updated Feb 19, 2023
Python

ModelsGenesis

MrGiovanni / ModelsGenesis

[MICCAI 2019 Young Scientist Award] [MedIA Best Paper Award] Models Genesis: self-supervised pre-training for 3D medical images. Learns transferable representations from unlabeled CT and MRI volumes, then fine-tunes for downstream segmentation and classification. Keras and PyTorch weights included.

medical-imaging transfer-learning representation-learning unsupervised-learning feature-learning 3d-model mr ct 3d-segmentation medical-image-analysis fine-tuning self-supervised-learning pre-trained-model chest-ct foundation-models

Updated Aug 25, 2026
Jupyter Notebook

nv-tlabs / PartField

[ICCV 2025] PartField: Learning 3D Feature Fields for Part Segmentation and Beyond

open-world 3d feature-learning part-segmentation

Updated Jun 2, 2026
Python

pathak22 / unsupervised-video

[CVPR 2017] Unsupervised deep learning using unlabelled videos on the web

machine-learning computer-vision deep-learning video-processing unsupervised-learning feature-learning video-segmentation motion-segmentation

Updated Apr 25, 2019
Lua

getml-community

getml / getml-community

Fast, high-quality forecasts on relational and multivariate time-series data powered by new feature learning algorithms and automated ML.

data-science machine-learning ai python-library ml feature-engineering predictive-modeling relational-learning feature-learning mlops

Updated Oct 27, 2025
C++

antao97 / UnsupervisedPointCloudReconstruction

Experiments on unsupervised point cloud reconstruction.

point-cloud pytorch unsupervised-learning feature-learning auto-encoder

Updated Jun 11, 2022
Python

JuanDuGit / DH3D

DH3D: Deep Hierarchical 3D Descriptors for Robust Large-Scale 6DOF Relocalization

deep-learning point-cloud autonomous-driving feature-learning relocalization

Updated Nov 11, 2020
Python

rajarsheem / libsdae-autoencoder-tensorflow

A simple Tensorflow based library for deep and/or denoising AutoEncoder.

deep-learning autoencoder feature-learning

Updated Apr 7, 2018
Python

zhulf0804 / GCNet

Leveraging Inlier Correspondences Proportion for Point Cloud Registration. https://arxiv.org/abs/2201.12094.

registration feature-learning pointcloud

Updated Apr 2, 2023
Python

mims-harvard / ohmnet

OhmNet: Representation learning in multi-layer graphs

bioinformatics deep-learning genomics multi-layer feature-learning neural-embeddings

Updated Aug 12, 2020
Python

xyj77 / MCF-3D-CNN

Temporal-spatial Feature Learning of DCE-MR Images via 3DCNN

keras fusion medical-images feature-learning dce-mri 3dcnn temporal-spatial

Updated May 19, 2019
Python

bio-ontology-research-group / walking-rdf-and-owl

Feature learning over RDF data and OWL ontologies

machine-learning semantic-web owl classification feature-learning rdf-graph

Updated Aug 17, 2022
Python

yafangshih / Deep-COOC

Deep Co-occurrence Feature Learning for Visual Object Recognition (CVPR 2017)

recognition computer-vision image-recognition object-recognition feature-learning co-occurence cvpr-2017

Updated May 15, 2017
MATLAB

cswluo / SEF

Code for paper "Learning Semantically Enhanced Feature for Fine-grained Image Classification"

image-classification feature-learning fine-grained-visual-categorization

Updated Aug 30, 2020
Python

CarsonScott / Competitive-Feature-Learning

Online feature-extraction and classification algorithm that learns representations of input patterns.

machine-learning compression feature-detection pattern pattern-classification threshold artificial-intelligence feature-extraction classification dimensionality-reduction pattern-recognition feature-learning online-learning competitive-learning

Updated Feb 26, 2017
C++

manhph2211 / Vision-SSD

Easy-to-read implementation of self-supervised learning using vision transformer and knowledge distillation with no labels 😃

knowledge-distillation feature-learning ema dino self-supervised attention-visualization contrastive-learning vision-transformer feature-representation teacher-student-training

Updated Jun 27, 2023
Python

LFhase / FeAT

[NeurIPS 2023] Understanding and Improving Feature Learning for Out-of-Distribution Generalization

spurious-correlations feature-learning domain-generalization out-of-distribution-generalization invariant-learning

Updated May 27, 2025
Python

soda-inria / sepal

Repository for SEPAL: Scalable Feature Learning on Huge Knowledge Graphs for Downstream Machine Learning

machine-learning knowledge-graph embedding feature-learning downstream-tasks

Updated Mar 17, 2026
Python

antao97 / PointCloudSegmentation

Experiments on point cloud segmentation.

point-cloud segmentation unsupervised-learning feature-learning

Updated Jun 11, 2022
Python

bruAristimunha / Re-Deep-Convolution-Neural-Network-and-Autoencoders-Based-Unsupervised-Feature-Learning-of-EEG

deep-learning autoencoder eeg-signals feature-learning epileptic-seizures

Updated Jun 22, 2022
Jupyter Notebook

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