Ecosyste.ms: Repos

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

GitHub topics: representation-learning

shengchaochen82/Awesome-Foundation-Models-for-Weather-and-Climate

A comprehesive survey about foundation models for weather and cliamte data understanding.

Size: 129 KB - Last synced: about 9 hours ago - Pushed: about 9 hours ago - Stars: 73 - Forks: 14

goamegah/torchSTC

PyTorch implementation of Self-training approch for short text clustering

Language: Python - Size: 20.6 MB - Last synced: about 19 hours ago - Pushed: about 20 hours ago - Stars: 5 - Forks: 0

bioinfodlsu/phage-host-prediction

Published in PLOS ONE. Phage-host interaction prediction tool that uses protein language models to represent the receptor-binding proteins of phages. It presents improvements over using handcrafted sequence properties and eliminates the need to manually extract and select features from phage sequences

Language: Jupyter Notebook - Size: 10.9 MB - Last synced: 1 day ago - Pushed: 1 day ago - Stars: 9 - Forks: 2

ekorman/neurve

topological deep learning

Language: Python - Size: 17 MB - Last synced: 1 day ago - Pushed: 2 days ago - Stars: 7 - Forks: 1

yueliu1999/Awesome-Deep-Graph-Clustering

Awesome Deep Graph Clustering is a collection of SOTA, novel deep graph clustering methods (papers, codes, and datasets).

Language: Python - Size: 644 KB - Last synced: 1 day ago - Pushed: 2 days ago - Stars: 708 - Forks: 131

FlorentF9/DESOM

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

Language: Python - Size: 6.72 MB - Last synced: 3 days ago - Pushed: 3 days ago - Stars: 88 - Forks: 30

westlake-repl/SaProt

Saprot: Protein Language Model with Structural Alphabet

Language: Python - Size: 2.49 MB - Last synced: 3 days ago - Pushed: 3 days ago - Stars: 220 - Forks: 19

SalesforceAIResearch/uni2ts

Unified Training of Universal Time Series Forecasting Transformers

Language: Jupyter Notebook - Size: 3.96 MB - Last synced: 4 days ago - Pushed: 5 days ago - Stars: 443 - Forks: 36

asheeshcric/awesome-contrastive-self-supervised-learning

A comprehensive list of awesome contrastive self-supervised learning papers.

Size: 82 KB - Last synced: about 17 hours ago - Pushed: 6 days ago - Stars: 1,146 - Forks: 123

tdrose/ionimage_embedding

DL based representation learning of MS imaging data

Language: Python - Size: 6.41 MB - Last synced: 5 days ago - Pushed: 6 days ago - Stars: 0 - Forks: 0

itouchz/awesome-deep-time-series-representations

A curated list of state-of-the-art papers on deep learning for universal representations of time series.

Size: 2.01 MB - Last synced: about 24 hours ago - Pushed: 6 days ago - Stars: 84 - Forks: 5

wanxinhang/Awesome-Semi-supervised-Multi-view-classification

Awesome Semi-supervised Multi-view Classification is a collection of SOTA, novel semi-supervised multi-view classification methods (papers, codes).

Language: Python - Size: 49.8 KB - Last synced: 6 days ago - Pushed: 6 days ago - Stars: 6 - Forks: 0

amolk/AGI-experiments

Various experiments related to AGI

Language: Jupyter Notebook - Size: 132 MB - Last synced: 8 days ago - Pushed: 8 days ago - Stars: 5 - Forks: 0

databio/geniml

Genomic interval machine learning

Language: Python - Size: 11 MB - Last synced: 9 days ago - Pushed: 9 days ago - Stars: 14 - Forks: 0

Institut-Polytechnique-de-Paris/time-disentanglement-lib

🔥 [ICLR 2024] Disentangling Time Series Representations via Contrastive based l-Variational Inference

Language: Python - Size: 96.5 MB - Last synced: 9 days ago - Pushed: 9 days ago - Stars: 8 - Forks: 1

AmishaSomaiya/Machine-Learning

Machine Learning Code Implementations in Python

Language: Python - Size: 36.9 MB - Last synced: 10 days ago - Pushed: 10 days ago - Stars: 4 - Forks: 0

cellimnet/microsnoop-publish

Microsnoop: A generalist tool for microscopy image representation

Language: Python - Size: 82.2 MB - Last synced: 9 days ago - Pushed: 10 days ago - Stars: 4 - Forks: 1

vishalned/MMEarth-data

This repository contains code to download data for the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial Representation Learning"

Language: Python - Size: 190 KB - Last synced: 10 days ago - Pushed: 11 days ago - Stars: 13 - Forks: 0

MeysamAmirsardari/PoseModel

PoseModel: An Open-Source Toolkit for Accurate and Robust Automated Behavioral Latent Embedding

Language: Jupyter Notebook - Size: 12.2 MB - Last synced: 12 days ago - Pushed: 12 days ago - Stars: 4 - Forks: 0

anthonyweidai/FullRot_WRMix

Official implementation of Any Region Can Be Perceived Equally and Effectively on Rotation Pretext Task Using Full Rotation and Weighted-Region Mixture

Language: Python - Size: 1.64 MB - Last synced: 12 days ago - Pushed: 12 days ago - Stars: 1 - Forks: 0

pyt-team/TopoEmbedX

Representation Learning on Topological Domains

Language: Jupyter Notebook - Size: 449 KB - Last synced: 12 days ago - Pushed: 13 days ago - Stars: 69 - Forks: 9

marlin-codes/Awesome-Hyperbolic-Representation-and-Deep-Learning

Paper list about hyperbolic embedding, hyperbolic models,hyperbolic applications

Size: 104 KB - Last synced: 13 days ago - Pushed: 13 days ago - Stars: 221 - Forks: 28

microsoft/figure

[NeurIPS 2023, KDD MLG 2023] Repo that contains code for the paper titled: "FiGURe: Simple and Efficient Unsupervised Node Representations with Filter Augmentations".

Language: Python - Size: 243 KB - Last synced: 9 days ago - Pushed: 16 days ago - Stars: 7 - Forks: 2

microsoft/ppgnn

[ICLR GTRL Spotlight 2022, ECML PKDD 2022] Contains code for the paper titled 'PPGNN: A Piece-Wise Polynomial Filtering Approach for Graph Neural Networks'

Language: Python - Size: 95.7 KB - Last synced: 9 days ago - Pushed: 16 days ago - Stars: 6 - Forks: 1

addtt/attend-infer-repeat-pytorch

Attend Infer Repeat (AIR) in PyTorch

Language: Python - Size: 19 MB - Last synced: 16 days ago - Pushed: 16 days ago - Stars: 20 - Forks: 3

claws-lab/jodie

A PyTorch implementation of ACM SIGKDD 2019 paper "Predicting Dynamic Embedding Trajectory in Temporal Interaction Networks"

Language: Python - Size: 34.2 KB - Last synced: 3 days ago - Pushed: 16 days ago - Stars: 340 - Forks: 81

Spijkervet/SimCLR

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.

Language: Python - Size: 322 KB - Last synced: 2 days ago - Pushed: 16 days ago - Stars: 727 - Forks: 164

AsithaIndrajith/q-sup-con

Q-SupCon integrates quantum principles into supervised contrastive learning, enhancing feature learning with minimal labeled data for efficient image classification, especially in medical applications.

Language: Jupyter Notebook - Size: 490 KB - Last synced: 16 days ago - Pushed: 16 days ago - Stars: 1 - Forks: 0

eminorhan/optimized-stmae

An optimized implementation of spatiotemporal masked autoencoders

Language: Python - Size: 137 KB - Last synced: 16 days ago - Pushed: 17 days ago - Stars: 0 - Forks: 0

AIRLABkhu/A2XP

The official implementation of "A2XP: Towards Private Domain Generalization".

Language: Python - Size: 19.6 MB - Last synced: 17 days ago - Pushed: 17 days ago - Stars: 4 - Forks: 1

emadeldeen24/TSLANet

[ICML 2024] A novel, efficient approach combining convolutional operations with adaptive spectral analysis as a foundation model for different time series tasks

Language: Python - Size: 286 KB - Last synced: 17 days ago - Pushed: 17 days ago - Stars: 22 - Forks: 2

unum-cloud/uform

Pocket-Sized Multimodal AI for content understanding and generation across multilingual texts, images, and 🔜 video, up to 5x faster than OpenAI CLIP and LLaVA 🖼️ & 🖋️

Language: Python - Size: 648 KB - Last synced: 18 days ago - Pushed: 18 days ago - Stars: 888 - Forks: 51

Lupin1998/Awesome-MIM

[Survey] Masked Modeling for Self-supervised Representation Learning on Vision and Beyond (https://arxiv.org/abs/2401.00897)

Language: Python - Size: 6.59 MB - Last synced: about 13 hours ago - Pushed: 19 days ago - Stars: 245 - Forks: 14

joseph-nagel/contrastive-learning

Contrastive representation learning with PyTorch

Language: Python - Size: 87.9 KB - Last synced: 19 days ago - Pushed: 19 days ago - Stars: 0 - Forks: 0

MrChenFeng/Adaptive-Soft-Contrastive-Learning_ICPR2022

ASCL: adpative Soft Contrastive Learning (ICPR2022)

Language: Python - Size: 1.38 MB - Last synced: about 16 hours ago - Pushed: 20 days ago - Stars: 18 - Forks: 5

soham97/awesome-sound_event_detection

Reading list for research topics in Sound AI

Size: 136 KB - Last synced: 3 days ago - Pushed: 21 days ago - Stars: 136 - Forks: 7

s3prl/s3prl

Self-Supervised Speech Pre-training and Representation Learning Toolkit

Language: Python - Size: 134 MB - Last synced: 21 days ago - Pushed: 22 days ago - Stars: 2,094 - Forks: 469

goamegah/short-text-clustering

clustering methods on short text

Size: 5.86 KB - Last synced: 22 days ago - Pushed: 22 days ago - Stars: 0 - Forks: 0

gmgeorg/pypsps

Predictive State Propensity Subclassification (PSPS): A causal deep learning algoritm in TensorFlow keras

Language: Jupyter Notebook - Size: 4.11 MB - Last synced: 23 days ago - Pushed: 23 days ago - Stars: 14 - Forks: 1

Accenture/AmpliGraph

Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org

Language: Python - Size: 30.4 MB - Last synced: 5 days ago - Pushed: 24 days ago - Stars: 2,096 - Forks: 250

jindongwang/transferlearning

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

Language: Python - Size: 35.5 MB - Last synced: 24 days ago - Pushed: 24 days ago - Stars: 12,858 - Forks: 3,771

visresearch/aps

The official implementation of "Asymmetric Patch Sampling for Contrastive Learning"

Language: Python - Size: 1.03 MB - Last synced: 24 days ago - Pushed: 24 days ago - Stars: 47 - Forks: 2

visresearch/patchmix

The official implementation of paper: "Inter-Instance Similarity Modeling for Contrastive Learning"

Language: Python - Size: 4.26 MB - Last synced: 24 days ago - Pushed: 24 days ago - Stars: 87 - Forks: 8

jianglongye/featurenerf

FeatureNeRF: Learning Generalizable NeRFs by Distilling Foundation Models, ICCV 2023

Language: Python - Size: 0 Bytes - Last synced: 29 days ago - Pushed: 29 days ago - Stars: 1 - Forks: 0

cwx-worst-one/EAT

[IJCAI 2024] EAT: Self-Supervised Pre-Training with Efficient Audio Transformer

Language: Python - Size: 5.12 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 55 - Forks: 2

mlvlab/VT-TWINS Fork of KoDohwan/VT-TWINS

Video-Text Representation Learning via Differentiable Weak Temporal Alignment (CVPR 2022)

Language: Python - Size: 13.7 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 13 - Forks: 1

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

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

baaivision/tokenize-anything

Tokenize Anything via Prompting

Language: Jupyter Notebook - Size: 6.71 MB - Last synced: 6 days ago - Pushed: about 1 month ago - Stars: 435 - Forks: 16

eminorhan/mae_st

Spatiotemporal Masked Autoencoders for video-based SSL

Language: Python - Size: 94.8 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 1 - Forks: 0

flaviagiammarino/usrl-mts-pytorch Fork of White-Link/UnsupervisedScalableRepresentationLearningTimeSeries

PyTorch implementation of unsupervised causal CNN encoder with triplet loss for time series representation learning.

Language: Python - Size: 9.78 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 2 - Forks: 0

LibCity/Bigscity-LibCity

LibCity: An Open Library for Urban Spatial-temporal Data Mining

Language: Python - Size: 39.3 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 822 - Forks: 151

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

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

Danfoa/MorphoSymm

Tools for exploiting Morphological Symmetries in robotics

Language: Python - Size: 804 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 34 - Forks: 2

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

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

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

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

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

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

filipbasara0/relic

A simple PyTorch implementation of the Representation Learning via Invariant Causal Mechanisms self-supervised contrastive learning paper

Language: Jupyter Notebook - Size: 134 KB - Last synced: 12 days ago - Pushed: about 1 month ago - Stars: 7 - Forks: 3

pliang279/awesome-multimodal-ml

Reading list for research topics in multimodal machine learning

Size: 449 KB - Last synced: about 17 hours ago - Pushed: about 1 month ago - Stars: 5,522 - Forks: 821

orlitany/orlitany.github.io

Language: TeX - Size: 57.6 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 1 - Forks: 2

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

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

mishmish66/latch

Latent Abstract Trajectory Optimization Project

Language: Jupyter Notebook - Size: 10.2 MB - Last synced: about 1 month ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

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

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

anonymsubicml24/anonymsubicml24

Source code and supplementary material for DIRAC: Diffusion-Based Representation Learning for Modality-Agnostic Compositionality

Size: 28 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

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

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

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

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

rese1f/Awesome-VQVAE

📚 A collection of resources and papers on Vector Quantized Variational Autoencoder (VQ-VAE) and its application

Size: 127 KB - Last synced: 6 days ago - Pushed: about 2 months ago - Stars: 134 - Forks: 5

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

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

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

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

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

Hustcw/CLAP

CLAP(Contrastive Language-Assembly Pre-training) learns transferable binary code representations with natural language supervision

Language: Jupyter Notebook - Size: 1.91 MB - Last synced: 26 days ago - Pushed: about 2 months ago - Stars: 21 - 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

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

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

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

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

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

fajieyuan/SIGIR2020_peterrec

Parameter-Efficient Transfer from Sequential Behaviors for User Modeling and Recommendation

Language: Python - Size: 8.38 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 194 - Forks: 36

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

deeplearning-wisc/MCM

PyTorch implementation of MCM (Delving into out-of-distribution detection with vision-language representations), NeurIPS 2022

Language: Python - Size: 100 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 52 - Forks: 7

12wang3/rrl

The code of NeurIPS 2021 paper "Scalable Rule-Based Representation Learning for Interpretable Classification" and TPAMI paper "Learning Interpretable Rules for Scalable Data Representation and Classification"

Language: Python - Size: 561 KB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 84 - Forks: 22

horrible-dong/CCT-Net

[IJCAI 2022] Comparison Knowledge Translation for Generalizable Image Classification

Language: Python - Size: 1.56 MB - Last synced: 4 days ago - Pushed: 2 months ago - Stars: 3 - Forks: 0

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

LirongWu/awesome-graph-self-supervised-learning

Code for TKDE paper "Self-supervised learning on graphs: Contrastive, generative, or predictive"

Size: 428 KB - Last synced: 3 days ago - Pushed: 2 months ago - Stars: 1,294 - Forks: 161

maple-research-lab/CaCo

CaCo: Both Positive and Negative Samples are Directly Learnable via Cooperative-adversarial Contrastive Learning

Language: Python - Size: 250 KB - Last synced: about 2 months ago - Pushed: 2 months ago - Stars: 16 - Forks: 1

baaivision/EVA

EVA Series: Visual Representation Fantasies from BAAI

Language: Python - Size: 8.61 MB - Last synced: 6 days ago - Pushed: 2 months ago - Stars: 1,993 - Forks: 142

eminorhan/optimized-mae

An optimized implementation of masked autoencoders (MAEs)

Language: Python - Size: 48.8 KB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

idiap/ssl-caller-detection

Source code for the paper 'Can Self-Supervised Neural Representations Pre-Trained on Human Speech distinguish Animal Callers?' by E. Sarkar and M. Magimai Doss (2023).

Language: Python - Size: 2.29 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 5 - 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 graph-embedding 17 generative-model 17 vae 17 semi-supervised-learning 17 time-series 17 knowledge-graph 16 metric-learning 16 keras 16 artificial-intelligence 16 convolutional-neural-networks 15 classification 15 deep-neural-networks 15 pytorch-implementation 15 neural-networks 15 simclr 15 disentangled-representations 14 transformers 14 feature-extraction 14 bert 14 autoencoders 13 neural-network 13 deeplearning 12 foundation-models 12 image-classification 12 multimodal-learning 12 pre-training 11 language-model 11 graph 11 vision-transformer 11 word2vec 11 action-recognition 10 robotics 10 generative-adversarial-network 10 python3 9 dataset 9 data-mining 9 dimensionality-reduction 9 pretraining 9 self-supervised 9 recommender-system 9 data-augmentation 9 node2vec 8 data-science 8 gan 8 robustness 8 mutual-information 8 variational-inference 8 deep-reinforcement-learning 8 gnn 8 few-shot-learning 8 paper 8 graph-convolutional-networks 8 link-prediction 8 graph-algorithms 8 multimodal 7 tensorflow2 7 domain-generalization 7 node-embedding 7 continual-learning 7 attention-mechanism 7 graphs 7 disentanglement 7 graph-representation-learning 7 contrastive-loss 7 meta-learning 7 domain-adaptation 7 embedding 6 multi-modal-learning 6 vision-and-language 6 variational-autoencoders 6 segmentation 6 image-retrieval 6 generative-models 6 masked-autoencoder 6 datasets 6 sentence-embeddings 6 multimodal-deep-learning 6 speech-processing 6 evaluation 6