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representation-learning

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transferlearning

jindongwang /transferlearning

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

machine-learning deep-learning paper survey style-transfer theory transfer-learning papers representation-learning unsupervised-learning tutorial-code domain-adaptation generalization transferlearning meta-learning few-shot few-shot-learning self-supervised-learning domain-generalization domain-adaption

UpdatedFeb 18, 2025
Python

pliang279 /awesome-multimodal-ml

Reading list for research topics in multimodal machine learning

machine-learning natural-language-processing reinforcement-learning computer-vision deep-learning robotics healthcare reading-list representation-learning speech-processing multimodal-learning

UpdatedAug 20, 2024

google-research /simclr

SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

computer-vision representation-learning unsupervised-learning self-supervised-learning simclr contrastive-learning simclrv2

UpdatedMay 22, 2023
Jupyter Notebook

chihming /awesome-network-embedding

A curated list of network embedding techniques.

knowledge-graph representation-learning network-embedding graph-embeddings

UpdatedDec 8, 2020

baaivision /EVA

EVA Series: Visual Representation Fantasies from BAAI

representation-learning vision-transformer foundation-models

UpdatedAug 1, 2024
Python

s3prl

s3prl /s3prl

Self-Supervised Speech Pre-training and Representation Learning Toolkit

representation-learning tera cpc apc pase mockingjay self-supervised-learning speech-representation wav2vec speech-pretraining hubert vq-apc vq-wav2vec wav2vec2 decoar distilhubert wavlm unispeech-sat decoar2 data2vec

UpdatedJun 13, 2025
Python

sthalles /SimCLR

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

machine-learning deep-learning pytorch representation-learning unsupervised-learning contrastive-loss torchvision pytorch-implementation simclr

UpdatedMar 4, 2024
Jupyter Notebook

github /CodeSearchNet

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

python nlp data-science data machine-learning natural-language-processing deep-learning tensorflow ml cnn open-data neural-networks rnn datasets representation-learning nlp-machine-learning bert programming-language-theory self-attention machine-learning-on-source-code

UpdatedJan 31, 2022
Jupyter Notebook

Accenture /AmpliGraph

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

machine-learning knowledge-graph representation-learning relational-learning graph-embeddings knowledge-graph-embeddings graph-representation-learning

UpdatedNov 22, 2024
Python

microsoft /DeBERTa

The implementation of DeBERTa

deeplearning representation-learning language-model bert natural-language-understanding self-attention roberta transformer-encoder

UpdatedSep 29, 2023
Python

cambrian-mllm /cambrian

Cambrian-1 is a family of multimodal LLMs with a vision-centric design.

computer-vision chatbot representation-learning clip dino large-language-models llms instruction-tuning mllm multimodal-large-language-models

UpdatedOct 30, 2024
Python

shaoxiongji /knowledge-graphs

A collection of research on knowledge graphs

natural-language-processing information-retrieval paper survey knowledge-graph question-answering representation-learning cross-modal knowledge-graph-completion ner dialogue-systems reasoning relation-extraction commonsense temporal-knowledge-graph recommendation-systems meta-relational-learning

UpdatedOct 7, 2022
JavaScript

salesforce /ALBEF

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

representation-learning weakly-supervised-learning image-text vision-and-language contrastive-learning

UpdatedSep 20, 2022
Python

Unsupervised-Classification

wvangansbeke /Unsupervised-Classification

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

clustering image-classification representation-learning unsupervised-learning moco self-supervised-learning simclr eccv2020 eccv-2020 contrastive-learning

UpdatedJul 27, 2023
Python

LirongWu /awesome-graph-self-supervised-learning

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

machine-learning deep-learning transfer-learning representation-learning unsupervised-learning data-augmentation graph-neural-networks self-supervised-learning pre-training pretext-task

UpdatedAug 15, 2024

YuanGongND /ast

Code for the Interspeech 2021 paper "AST: Audio Spectrogram Transformer".

audio deep-learning pytorch representation-learning audio-classification keyword-spotting speech-commands speech-classification

UpdatedMay 21, 2023
Jupyter Notebook

asheeshcric /awesome-contrastive-self-supervised-learning

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

deep-learning transfer-learning representation-learning unsupervised-learning self-supervised-learning hacktoberfest-accepted

UpdatedSep 10, 2024

SalesforceAIResearch /uni2ts

Unified Training of Universal Time Series Forecasting Transformers

machine-learning deep-learning time-series transformers forecasting representation-learning time-series-forecasting pre-training pre-trained-models universal-forecasting

UpdatedAug 12, 2025
Jupyter Notebook

graphvite

DeepGraphLearning /graphvite

GraphVite: A General and High-performance Graph Embedding System

machine-learning gpu cuda data-visualization knowledge-graph representation-learning network-embedding

UpdatedJun 14, 2024
C++

uform

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 🖼️ & 🖋️

neural-network clustering multi-lingual pytorch transformer openai image-search pretrained-models representation-learning clip semantic-search bert multimodal vector-search language-vision contrastive-learning huggingface-transformers cross-attention openclip llava

UpdatedSep 3, 2025
Python

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