Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: representation-learning

Praneet9/Representation-Learning-for-Information-Extraction

Pytorch implementation of Paper by Google Research - Representation Learning for Information Extraction from Form-like Documents.

Language: Python - Size: 2.31 MB - Last synced: about 1 month ago - Pushed: over 1 year ago - Stars: 95 - Forks: 28

roguLINA/Reguformer

Robust representations of oil wells' intervals via sparse attention mechanism

Language: Jupyter Notebook - Size: 5.93 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 2 - Forks: 0

roger-tseng/av-superb

A Multi-Task Evaluation Benchmark for Audio-Visual Representation Models (ICASSP 2024)

Language: Python - Size: 64.8 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 32 - Forks: 4

yueliu1999/DCRN

[AAAI 2022] An official source code for paper Deep Graph Clustering via Dual Correlation Reduction.

Language: Python - Size: 10.3 MB - Last synced: 14 days ago - Pushed: 12 months ago - Stars: 208 - Forks: 30

thoth-station/ash-api 📦

Topics in the Python ecosystem

Language: Python - Size: 76.2 KB - Last synced: about 1 month ago - Pushed: over 4 years ago - Stars: 0 - Forks: 2

OML-Team/open-metric-learning

Library for metric learning pipelines and models.

Language: Jupyter Notebook - Size: 1.96 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 755 - Forks: 48

TheDatumOrg/grail-python

"GRAIL: Efficient Time-Series Representation Learning"

Language: Python - Size: 156 KB - Last synced: 20 days ago - Pushed: over 2 years ago - Stars: 40 - Forks: 39

Zj-BinXia/KDSR

This project is the official implementation of 'Knowledge Distillation based Degradation Estimation for Blind Super-Resolution', ICLR2023

Language: Python - Size: 2.78 MB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 28 - Forks: 2

GAIR-Lab/IISAN

IISAN: Efficiently Adapting Multimodal Representation for Sequential Recommendation with Decoupled PEFT

Language: Python - Size: 2.04 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 9 - Forks: 0

PaddlePaddle/PaddleHelix

Bio-Computing Platform Featuring Large-Scale Representation Learning and Multi-Task Deep Learning “螺旋桨”生物计算工具集

Language: Python - Size: 128 MB - Last synced: about 1 month ago - Pushed: 2 months ago - Stars: 783 - Forks: 187

cosynus-lix/STAR

Implementation of STAR from the paper "Reconciling Spatial and Temporal Abstractions for Goal Representation" (ICLR 2024)

Language: C - Size: 40.5 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 1 - Forks: 0

wuxiyang1996/iPLAN

iPLAN: Intent-Aware Planning in Heterogeneous Traffic via Distributed Multi-Agent Reinforcement Learning

Language: Jupyter Notebook - Size: 64.9 MB - Last synced: 3 days ago - Pushed: 6 months ago - Stars: 25 - Forks: 2

eminorhan/video-models

Menagerie of video models trained on various video datasets

Language: Python - Size: 281 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

yukimasano/self-label

Self-labelling via simultaneous clustering and representation learning. (ICLR 2020)

Language: Python - Size: 89.8 KB - Last synced: about 1 month ago - Pushed: 10 months ago - Stars: 524 - Forks: 53

JasonTam/tophat

Recommendation system in TensorFlow

Language: Python - Size: 1.29 MB - Last synced: about 1 month ago - Pushed: almost 5 years ago - Stars: 3 - Forks: 1

pemami4911/IODINE.pytorch

Unofficial PyTorch implementation of IODINE https://arxiv.org/abs/1903.00450

Language: Python - Size: 34.2 KB - Last synced: about 1 month ago - Pushed: almost 3 years ago - Stars: 4 - Forks: 1

pemami4911/genesis.pytorch

Unofficial PyTorch implementation of GENESIS: Generative Scene Inference and Sampling with Object-Centric Latent Representations

Language: Python - Size: 166 MB - Last synced: about 1 month ago - Pushed: almost 3 years ago - Stars: 1 - Forks: 0

nmichlo/disent

🧶 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

Language: Python - Size: 18.8 MB - Last synced: about 1 month ago - Pushed: about 1 year ago - Stars: 116 - Forks: 19

moskomule/anatome

Ἀνατομή is a PyTorch library to analyze representation of neural networks

Language: Jupyter Notebook - Size: 301 KB - Last synced: 4 days ago - Pushed: 6 months ago - Stars: 60 - Forks: 6

google-deepmind/multi_object_datasets

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

Language: Python - Size: 2.92 MB - Last synced: about 1 month ago - Pushed: over 2 years ago - Stars: 248 - Forks: 24

eora-ai/torchok

Production-oriented Computer Vision models training pipeline for common tasks: classification, segmentation, detection and representation🥤

Language: Python - Size: 56.1 MB - Last synced: 4 days ago - Pushed: 11 months ago - Stars: 54 - Forks: 6

alohays/awesome-visual-representation-learning-with-transformers

Awesome Transformers (self-attention) in Computer Vision

Size: 73.2 KB - Last synced: 3 days ago - Pushed: almost 3 years ago - Stars: 263 - Forks: 36

vijaydwivedi75/gnn-lspe

Source code for GNN-LSPE (Graph Neural Networks with Learnable Structural and Positional Representations), ICLR 2022

Language: Python - Size: 267 KB - Last synced: 29 days ago - Pushed: over 2 years ago - Stars: 221 - Forks: 32

LirongWu/awesome-protein-representation-learning

Awesome Protein Representation Learning

Size: 166 KB - Last synced: about 1 month ago - Pushed: about 2 months ago - Stars: 531 - Forks: 62

snap-stanford/GIB

Graph Information Bottleneck (GIB) for learning minimal sufficient structural and feature information using GNNs

Language: Jupyter Notebook - Size: 211 KB - Last synced: about 1 month ago - Pushed: over 1 year ago - Stars: 119 - Forks: 25

araffin/srl-zoo

State Representation Learning (SRL) zoo with PyTorch - Part of S-RL Toolbox

Language: Python - Size: 4.51 MB - Last synced: 17 days ago - Pushed: almost 5 years ago - Stars: 160 - Forks: 18

aicip/Cross-Scale-MAE

Official Code of the paper "Cross-Scale MAE: A Tale of Multi-Scale Exploitation in Remote Sensing"

Language: Python - Size: 645 KB - Last synced: about 1 month ago - Pushed: 4 months ago - Stars: 25 - Forks: 0

vmargonis/wela-vae

Learning alternative disentangled representations using weak labels

Language: Python - Size: 67.4 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

ryanchankh/mcr2

Official Implementation of Learning Diverse and Discriminative Representations via the Principle of Maximal Coding Rate Reduction (2020)

Language: Python - Size: 624 KB - Last synced: about 1 month ago - Pushed: over 1 year ago - Stars: 189 - Forks: 40

YannDubs/Invariant-Self-Supervised-Learning

Pytorch code for "Improving Self-Supervised Learning by Characterizing Idealized Representations"

Language: Python - Size: 348 MB - Last synced: about 1 month ago - Pushed: over 1 year ago - Stars: 39 - Forks: 6

yuhui-zh15/drml

Official Code Release for "Diagnosing and Rectifying Vision Models using Language" (ICLR 2023)

Language: Jupyter Notebook - Size: 19.2 MB - Last synced: 6 days ago - Pushed: 12 months ago - Stars: 30 - Forks: 0

rytse/bc4rl

Bisimulation Critic for Reinforcement Learning

Language: Python - Size: 201 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

code-kern-ai/embedders

With embedders, you can easily convert your texts into sentence- or token-level embeddings within a few lines of code. Use cases for this include similarity search between texts, information extraction such as named entity recognition, or basic text classification.

Language: Python - Size: 884 KB - Last synced: 29 days ago - Pushed: 9 months ago - Stars: 21 - Forks: 2

wvangansbeke/Unsupervised-Classification

SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]

Language: Python - Size: 13.1 MB - Last synced: about 1 month ago - Pushed: 10 months ago - Stars: 1,301 - Forks: 266

salesforce/ALBEF

Code for ALBEF: a new vision-language pre-training method

Language: Python - Size: 69.9 MB - Last synced: about 1 month ago - Pushed: over 1 year ago - Stars: 1,365 - Forks: 187

filipbasara0/sigmoid-contrastive-learning

Implementation of modulated sigmoid pairwise contrastive loss for self-supervised learning on images

Language: Python - Size: 38.1 KB - Last synced: 6 days ago - Pushed: about 1 month ago - Stars: 1 - Forks: 0

benedekrozemberczki/M-NMF

An implementation of "Community Preserving Network Embedding" (AAAI 2017)

Language: Python - Size: 569 KB - Last synced: 18 days ago - Pushed: over 1 year ago - Stars: 119 - Forks: 29

ehsanik/dogTorch

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

Language: Python - Size: 1.65 MB - Last synced: about 1 month ago - Pushed: over 2 years ago - Stars: 72 - Forks: 9

JonathanCrabbe/Label-Free-XAI

This repository contains the implementation of Label-Free XAI, a new framework to adapt explanation methods to unsupervised models. For more details, please read our ICML 2022 paper: 'Label-Free Explainability for Unsupervised Models'.

Language: Python - Size: 8.19 MB - Last synced: 6 days ago - Pushed: over 1 year ago - Stars: 22 - Forks: 9

jcvasquezc/AEspeech

Feature extraction from speech signals based on representation learning strategies using pre-trained autoencoders

Language: Python - Size: 128 MB - Last synced: 18 days ago - Pushed: 11 months ago - Stars: 15 - Forks: 1

Dru-Mara/EvalNE

Source code for EvalNE, a Python library for evaluating Network Embedding methods.

Language: Python - Size: 849 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 102 - Forks: 26

OpenRobotLab/PointLLM

[arXiv 2023] PointLLM: Empowering Large Language Models to Understand Point Clouds

Language: Python - Size: 3.49 MB - Last synced: about 1 month ago - Pushed: 2 months ago - Stars: 368 - Forks: 13

FingerRec/Self-Supervised-Temporal-Discriminative-Representation-Learning-for-Video-Action-Recognition

[Arxiv2020] The code for our paper 《Self-Supervised Temporal-Discriminative Representation Learning for Video Action Recognition》 https://arxiv.org/abs/2008.02129

Language: Python - Size: 6.8 MB - Last synced: about 1 month ago - Pushed: over 3 years ago - Stars: 76 - Forks: 5

Mattdl/ContinualPrototypeEvolution

Codebase for Continual Prototype Evolution (CoPE) to attain perpetually representative prototypes for online and non-stationary datastreams. Includes implementation of the Pseudo-Prototypical Proxy (PPP) loss.

Language: Python - Size: 161 KB - Last synced: about 1 month ago - Pushed: about 2 years ago - Stars: 42 - Forks: 5

microsoft/COCO-LM

[NeurIPS 2021] COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining

Language: Python - Size: 4.1 MB - Last synced: about 1 month ago - Pushed: 10 months ago - Stars: 120 - Forks: 12

bshall/hubert

HuBERT content encoders for: A Comparison of Discrete and Soft Speech Units for Improved Voice Conversion

Language: Python - Size: 465 KB - Last synced: about 1 month ago - Pushed: 10 months ago - Stars: 278 - Forks: 46

LinguoLi/CrosSCLR

The Official PyTorch implementation of "3D Human Action Representation Learning via Cross-View Consistency Pursuit" in CVPR 2021

Language: Python - Size: 138 MB - Last synced: about 1 month ago - Pushed: about 3 years ago - Stars: 58 - Forks: 20

vintasoftware/entity-embed

PyTorch library for transforming entities like companies, products, etc. into vectors to support scalable Record Linkage / Entity Resolution using Approximate Nearest Neighbors.

Language: Jupyter Notebook - Size: 11.4 MB - Last synced: 28 days ago - Pushed: over 1 year ago - Stars: 139 - Forks: 13

salesforce/PCL

PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"

Language: Python - Size: 181 KB - Last synced: about 1 month ago - Pushed: almost 2 years ago - Stars: 533 - Forks: 82

aihpi/image-dataset-curation-workshops Fork of andandandand/image-dataset-curation

Content for workshops on image dataset curation @ HPI's AI Service Center

Language: Jupyter Notebook - Size: 138 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 16 - Forks: 2

emadeldeen24/TS-TCC

[IJCAI-21] "Time-Series Representation Learning via Temporal and Contextual Contrasting"

Language: Python - Size: 2.83 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 300 - Forks: 92

salesforce/ALPRO

Align and Prompt: Video-and-Language Pre-training with Entity Prompts

Language: Python - Size: 310 KB - Last synced: about 1 month ago - Pushed: over 1 year ago - Stars: 181 - Forks: 18

salesforce/CoMatch

Code for CoMatch: Semi-supervised Learning with Contrastive Graph Regularization

Language: Python - Size: 496 KB - Last synced: about 1 month ago - Pushed: over 2 years ago - Stars: 121 - Forks: 21

qizekun/ShapeLLM

ShapeLLM: Universal 3D Object Understanding for Embodied Interaction

Language: Python - Size: 2.04 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 45 - Forks: 3

deep-symbolic-mathematics/Multimodal-Math-Pretraining

[ICLR 2024 Spotlight] This is the official code for the paper "SNIP: Bridging Mathematical Symbolic and Numeric Realms with Unified Pre-training"

Language: Python - Size: 962 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 25 - Forks: 1

brian-zZZ/Guided-PLI

A Transferability-guided Protein-Ligand Interaction Prediction Method

Language: Python - Size: 28.3 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

Wattpad/gatas

Graph Representation Learning Network via Adaptive Sampling

Language: Python - Size: 43 KB - Last synced: about 2 months ago - Pushed: almost 4 years ago - Stars: 3 - Forks: 1

microsoft/event-vae-rl

Visuomotor policies from event-based cameras through representation learning and reinforcement learning. Accompanies our paper: https://arxiv.org/abs/2103.00806

Language: Python - Size: 53.7 KB - Last synced: about 1 month ago - Pushed: 9 months ago - Stars: 46 - Forks: 11

layer6ai-labs/lfr

Code for the ICLR'24 paper "Self-supervised Representation Learning From Random Data Projectors

Language: Python - Size: 139 KB - Last synced: 22 days ago - Pushed: 2 months ago - Stars: 7 - Forks: 0

AsithaIndrajith/dr-hqcl

In medical applications with limited training data, traditional self-supervised deep learning struggles for accuracy. This study combines self-supervised learning with Variational Quantum Classifiers (VQC) and Principal Component Analysis (PCA) for dimensionality reduction.

Language: Jupyter Notebook - Size: 881 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 2

rug-compling/hmm-reps

Hidden Markov models for word representations

Language: Python - Size: 3.69 MB - Last synced: about 2 months ago - Pushed: about 6 years ago - Stars: 7 - Forks: 4

rug-compling/bimu

Bilingual Learning of Multi-sense Embeddings with Discrete Autoencoders

Language: Python - Size: 2.7 MB - Last synced: about 2 months ago - Pushed: over 7 years ago - Stars: 9 - Forks: 4

SkBlaz/autobot

An autoML for explainable text classification.

Language: HTML - Size: 11.4 MB - Last synced: 17 days ago - Pushed: almost 2 years ago - Stars: 10 - Forks: 2

szrlee/awesome-continual-learning 📦

Resources collection for the hot research topic of Continual Learning, a fundamental step stone to Artificial General Intelligence (AGI).

Size: 1000 Bytes - Last synced: about 1 month ago - Pushed: over 5 years ago - Stars: 8 - Forks: 3

mims-harvard/Raindrop

Graph Neural Networks for Irregular Time Series

Language: Python - Size: 25.1 MB - Last synced: about 2 months ago - Pushed: over 1 year ago - Stars: 143 - Forks: 32

mims-harvard/graphml-tutorials

Tutorials for Machine Learning on Graphs

Language: Jupyter Notebook - Size: 56.4 MB - Last synced: about 2 months ago - Pushed: almost 3 years ago - Stars: 195 - Forks: 52

andi611/Mockingjay-Speech-Representation

Official Implementation of Mockingjay in Pytorch

Language: Python - Size: 1.56 MB - Last synced: 26 days ago - Pushed: 11 months ago - Stars: 50 - Forks: 10

mims-harvard/TFC-pretraining

Self-supervised contrastive learning for time series via time-frequency consistency

Language: Python - Size: 19.5 MB - Last synced: about 2 months ago - Pushed: 2 months ago - Stars: 365 - Forks: 71

RunpeiDong/ACT

[ICLR 2023] Autoencoders as Cross-Modal Teachers: Can Pretrained 2D Image Transformers Help 3D Representation Learning?

Language: Python - Size: 5.49 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 87 - Forks: 5

wgcban/mix-bt

Official PyTorch Implementation of Guarding Barlow Twins Against Overfitting with Mixed Samples

Language: Python - Size: 8.67 MB - Last synced: 6 days ago - Pushed: 4 months ago - Stars: 12 - Forks: 1

eminorhan/silicon-menagerie

Menagerie of models trained on SAYCam (and more)

Language: Python - Size: 58.4 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 9 - Forks: 1

peirong26/Brain-ID

Learning Contrast-agnostic Anatomical Representations for Brain Imaging

Language: Python - Size: 2.17 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 5 - Forks: 0

peirong26/PEPSI

Pathology-Enhanced Pulse-Sequence-Invariant Representations for Brain MRI

Language: Python - Size: 863 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 1 - Forks: 0

jackroos/VL-BERT

Code for ICLR 2020 paper "VL-BERT: Pre-training of Generic Visual-Linguistic Representations".

Language: Jupyter Notebook - Size: 5.41 MB - Last synced: about 2 months ago - Pushed: 12 months ago - Stars: 734 - Forks: 111

Guozheng-Ma/DA-in-visualRL

Collection of papers and resources for data augmentation (DA) in visual reinforcement learning (RL).

Size: 20 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 63 - Forks: 6

cvjena/semantic-embeddings

Hierarchy-based Image Embeddings for Semantic Image Retrieval

Language: Python - Size: 75.5 MB - Last synced: about 1 month ago - Pushed: about 3 years ago - Stars: 262 - Forks: 50

iamyuanchung/Autoregressive-Predictive-Coding

Autoregressive Predictive Coding: An unsupervised autoregressive model for speech representation learning

Language: Python - Size: 11.7 KB - Last synced: about 2 months ago - Pushed: over 4 years ago - Stars: 184 - Forks: 31

TLESORT/State-Representation-Learning-An-Overview

Simplified version of "State Representation Learning for Control: An Overview" bibliography

Size: 785 KB - Last synced: 27 days ago - Pushed: almost 5 years ago - Stars: 34 - Forks: 2

vt-vl-lab/SDN

[NeurIPS 2019] Why Can't I Dance in the Mall? Learning to Mitigate Scene Bias in Action Recognition

Language: Python - Size: 62.5 KB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 83 - Forks: 13

BarnesLab/Patient2Vec

Patient2Vec: A Personalized Interpretable Deep Representation of the Longitudinal Electronic Health Record

Language: Python - Size: 541 KB - Last synced: about 2 months ago - Pushed: over 5 years ago - Stars: 100 - Forks: 29

leejoonhun/fan-beats

Feature-aligned N-BEATS with Sinkhorn divergence (ICLR 2024)

Language: Python - Size: 12.7 KB - Last synced: 17 days ago - Pushed: 3 months ago - Stars: 1 - Forks: 1

benedekrozemberczki/role2vec

A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).

Language: Python - Size: 7.36 MB - Last synced: 18 days ago - Pushed: over 1 year ago - Stars: 163 - Forks: 38

artbabu/Thesis_Main

Master's Thesis Document

Language: TeX - Size: 5.41 MB - Last synced: 2 months ago - Pushed: almost 6 years ago - Stars: 0 - Forks: 0

ds-wook/categorical-tabnet

🧪categorical tabnet research part🧪

Language: Python - Size: 69.3 KB - Last synced: 26 days ago - Pushed: about 1 month ago - Stars: 7 - Forks: 0

qizekun/ReCon

[ICML 2023] Contrast with Reconstruct: Contrastive 3D Representation Learning Guided by Generative Pretraining

Language: Python - Size: 1.96 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 106 - Forks: 10

iamlxb3/PMTC

Code for the publication of WWW'22

Language: Python - Size: 170 MB - Last synced: 2 months ago - Pushed: almost 2 years ago - Stars: 3 - Forks: 1

VinAIResearch/PC3-pytorch

Predictive Coding for Locally-Linear Control (ICML-2020)

Language: Python - Size: 15.9 MB - Last synced: 2 months ago - Pushed: about 3 years ago - Stars: 16 - Forks: 3

stypoumic/BECLR

Official repository for the paper BECLR: Batch Enhanced Contrastive Unsupervised Few-Shot Learning

Language: Python - Size: 12.2 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 4 - Forks: 0

habla-liaa/encodecmae

Codebase for the paper 'EncodecMAE: Leveraging neural codecs for universal audio representation learning'

Language: Python - Size: 63.5 KB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 29 - Forks: 1

cvlab-stonybrook/LSAE

PyTorch Implementation of Lung Swapping Autoencoder

Language: Python - Size: 22.7 MB - Last synced: 25 days ago - Pushed: over 2 years ago - Stars: 6 - Forks: 4

aidanematzadeh/eval-word-rep

Evaluating word representations (vectors) against human word association data.

Language: Python - Size: 50.9 MB - Last synced: 2 months ago - Pushed: over 1 year ago - Stars: 2 - Forks: 1

kvananth/umbc_verisk_collab

Self-supervised Video Representation learning

Language: Lua - Size: 18.6 KB - Last synced: 2 months ago - Pushed: over 6 years ago - Stars: 1 - Forks: 0

terryyz/DataAug4Code

Source Code Data Augmentation for Deep Learning: A Survey.

Size: 126 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 44 - Forks: 1

Nicholasli1995/EgoNet

Official project website for the CVPR 2021 paper "Exploring intermediate representation for monocular vehicle pose estimation"

Language: Python - Size: 9.31 MB - Last synced: about 2 months ago - Pushed: about 2 years ago - Stars: 163 - Forks: 19

cvangysel/SERT

Semantic Entity Retrieval Toolkit

Language: Python - Size: 18.2 MB - Last synced: 22 days ago - Pushed: almost 7 years ago - Stars: 109 - Forks: 20

2toinf/DecisionNCE

The offical Implementation of "DecisionNCE: Embodied Multimodal Representations via Implicit Preference Learning"

Language: Python - Size: 24.3 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 24 - Forks: 0

zerohd4869/SPC

The official repository for AAAI 2024 Oral paper "Structured Probabilistic Coding"

Language: Python - Size: 6.18 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 5 - Forks: 0

eth-ait/cose

Language: JavaScript - Size: 6.86 MB - Last synced: 28 days ago - Pushed: over 2 years ago - Stars: 30 - Forks: 7

mims-harvard/GNNDelete

General Strategy for Unlearning in Graph Neural Networks

Language: Python - Size: 179 KB - Last synced: about 2 months ago - Pushed: about 1 year ago - Stars: 31 - Forks: 8

naver/trex

PyTorch implementation of the paper "No reason for no supervision: Improving the generalization of supervised models"

Language: Python - Size: 50.8 KB - Last synced: about 1 month ago - Pushed: about 1 year ago - Stars: 16 - Forks: 0

Related Keywords
representation-learning 747 deep-learning 224 self-supervised-learning 147 machine-learning 141 pytorch 114 unsupervised-learning 86 contrastive-learning 80 computer-vision 65 natural-language-processing 37 reinforcement-learning 34 network-embedding 33 tensorflow 32 python 31 embeddings 30 transfer-learning 30 graph-neural-networks 29 clustering 27 nlp 25 autoencoder 21 transformer 20 variational-autoencoder 18 vae 17 generative-model 17 graph-embedding 17 semi-supervised-learning 17 time-series 17 artificial-intelligence 16 knowledge-graph 16 keras 16 metric-learning 16 neural-networks 15 classification 15 convolutional-neural-networks 15 pytorch-implementation 15 deep-neural-networks 15 simclr 15 transformers 14 disentangled-representations 14 bert 14 feature-extraction 14 neural-network 13 autoencoders 13 foundation-models 12 multimodal-learning 12 image-classification 12 deeplearning 12 graph 11 pre-training 11 language-model 11 vision-transformer 11 word2vec 11 generative-adversarial-network 10 action-recognition 10 robotics 10 recommender-system 9 self-supervised 9 dimensionality-reduction 9 data-mining 9 pretraining 9 dataset 9 data-augmentation 9 python3 9 mutual-information 8 gan 8 few-shot-learning 8 data-science 8 node2vec 8 link-prediction 8 graph-algorithms 8 gnn 8 variational-inference 8 robustness 8 deep-reinforcement-learning 8 graph-convolutional-networks 8 paper 8 meta-learning 7 domain-adaptation 7 graphs 7 domain-generalization 7 graph-representation-learning 7 contrastive-loss 7 multimodal 7 attention-mechanism 7 continual-learning 7 node-embedding 7 disentanglement 7 tensorflow2 7 masked-autoencoder 6 variational-autoencoders 6 datasets 6 vision-and-language 6 segmentation 6 generative-models 6 image-retrieval 6 speech-processing 6 embedding 6 evaluation 6 multi-modal-learning 6 multimodal-deep-learning 6 sentence-embeddings 6