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22 search results found

Codesearchnet ⭐ 2,054

Datasets, tools, and benchmarks for representation learning of code.

Pykg2vec ⭐ 294

Python library for knowledge graph embedding and representation learning.

Multi_object_datasets ⭐ 151

Multi-object image datasets with ground-truth segmentation masks and generative factors.

Vae_vampprior ⭐ 151

Code for the paper "VAE with a VampPrior", J.M. Tomczak & M. Welling

🧶 Modular VAE disentanglement framework for python built with PyTorch Lightning ▸ Including metrics and datasets ▸ With strongly supervised, weakly supervised and unsupervised methods ▸ Easily configured and run with Hydra config ▸ Inspired by disentanglement_lib

🌐 Deep Embedded Self-Organizing Map: Joint Representation Learning and Self-Organization

Source code and dataset for KDD 2020 paper "Understanding Negative Sampling in Graph Representation Learning"

ConMask model described in paper Open-world Knowledge Graph Completion.

Dogtorch ⭐ 64

Who Let The Dogs Out? Modeling Dog Behavior From Visual Data https://arxiv.org/pdf/1803.10827.pdf

Gmu Mmimdb ⭐ 62

Source code for training Gated Multimodal Units on MM-IMDb dataset

[CVPR2020] Hi-CMD: Hierarchical Cross-Modality Disentanglement for Visible-Infrared Person Re-Identification

Morpho Mnist ⭐ 55

Morpho-MNIST: Quantitative Assessment and Diagnostics for Representation Learning (http://jmlr.org/papers/v20/19-033.html)

Supervised Contrastive Learning In Tensorflow 2 ⭐ 42

Implements the ideas presented in https://arxiv.org/pdf/2004.11362v1.pdf by Khosla et al.

Maskedfacerepresentation ⭐ 31

Masked face recognition focuses on identifying people using their facial features while they are wearing masks. We introduce benchmarks on face verification based on masked face images for the development of COVID-safe protocols in airports.

Modelzoodataset ⭐ 23

Model Zoos published at the NeurIPS 2022 Dataset & Benchmark track: "Model Zoos: A Dataset of Diverse Populations of Neural Network Models"

Self Supervised_learning_sketch ⭐ 22

self-supervised learning, deep learning, representation learning, RotNet, temporal convolutional network(TCN), deformation transformation, sketch pre-train, sketch classification, sketch retrieval, free-hand sketch, official code of paper "Deep Self-Supervised Representation Learning for Free-Hand Sketch"

Muscletorch ⭐ 18

What Can You Learn from Your Muscles? Learning Visual Representation from Human Interactions (https://arxiv.org/pdf/2010.08539.pdf)

Rl_singing_voice ⭐ 18

Unsupervised Representation Learning for Singing Voice Separation

Learning_sequence_motifs ⭐ 15

"Representation Learning of Genomic Sequence Motifs with Convolutional Neural Networks" by Peter K. Koo and Sean R. Eddy

Argf_multimodal_fusion ⭐ 14

codes for: Modality to Modality Translation: An Adversarial Representation Learning and Graph Fusion Network for Multimodal Fusion

Representation Learning of Entities and Documents from Knowledge Base Descriptions

Cnn Bcdr ⭐ 10

Source code for training CNN on BCDR mammography images dataset

HiGCN: a hierarchical graph convolution network for representation learning of gene expression data

Paiconvpointseg ⭐ 8

Official repository for the paper "Permutation Matters: Anisotropic Convolutional Layer for Learning on Point Clouds" [Segmentation]

AISTATS 2019: Lovász Convolutional Networks

Nestedsubtreehash ⭐ 7

A distributed implementation of "Nested Subtree Hash Kernels for Large-Scale Graph Classification Over Streams" (ICDM 2012).

Adversarial Skill Networks ⭐ 7

[ICRA 2020] Implementation of Adversarial Skill Networks for learning reusable and composable skills from unlabeled videos.

Alphaseq_antibody_dataset ⭐ 7

Dataset with quantitative binding scores of scFv-format antibodies against SARS-CoV-2 target peptide

Fairml Farm ⭐ 6

A collection of implementations of fair ML algorithms

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