representation-learning · GitHub Topics

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

翻译 - Everything about Transfer Learning and Domain Adaptation--迁移学习

transferlearning domain-adaptation transfer-learning survey 深度学习 generalization few-shot tutorial-code theory papers few-shot-learning meta-learning domain-generalization representation-learning unsupervised-learning 机器学习 self-supervised-learning Bukkit style-transfer

Python 13.75 k

22 天前

pliang279 / awesome-multimodal-ml

#自然语言处理#Reading list for research topics in multimodal machine learning

multimodal-learning 机器学习 representation-learning 自然语言处理机器视觉 speech-processing Robotics healthcare reading-list 深度学习 reinforcement-learning

6.31 k

7 个月前

google-research / simclr

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

翻译 - SimCLRv2-大型自我监督模型是强大的半监督学习者

simclr contrastive-learning representation-learning self-supervised-learning unsupervised-learning 机器视觉 simclrv2

Jupyter Notebook 4.21 k

2 年前

chihming / awesome-network-embedding

A curated list of network embedding techniques.

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

2.61 k

4 年前

baaivision / EVA

EVA Series: Visual Representation Fantasies from BAAI

foundation-models representation-learning vision-transformer

Python 2.44 k

7 个月前

sthalles / SimCLR

#计算机科学#PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

机器学习深度学习 representation-learning pytorch-implementation PyTorch torchvision unsupervised-learning contrastive-loss simclr

Jupyter Notebook 2.35 k

1 年前

s3prl / s3prl

Self-Supervised Speech Pre-training and Representation Learning Toolkit

翻译 - 自我监督的语音预训练和表征学习工具包。

speech-representation mockingjay representation-learning apc tera self-supervised-learning speech-pretraining vq-apc wav2vec hubert wavlm

Python 2.35 k

2 天前

github / CodeSearchNet

#自然语言处理#Datasets, tools, and benchmarks for representation learning of code.

翻译 - 用于代码表示学习的数据集，工具和基准。

深度学习自然语言处理 programming-language-theory 机器学习 Tensorflow 数据集数据科学 machine-learning-on-source-code representation-learning neural-networks Python Open Data data cnn rnn self-attention bert

Jupyter Notebook 2.27 k

3 年前

Accenture / AmpliGraph

#计算机科学#Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org

翻译 - 用于知识图表示学习的Python库https://docs.ampligraph.org

机器学习 knowledge-graph relational-learning representation-learning graph-representation-learning graph-embeddings knowledge-graph-embeddings

Python 2.2 k

4 个月前

microsoft / DeBERTa

The implementation of DeBERTa

翻译 - DeBERTa的实施

bert 深度学习 representation-learning roberta language-model natural-language-understanding self-attention transformer-encoder

Python 2.05 k

1 年前

cambrian-mllm / cambrian

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

聊天机器人 clip 机器视觉 dino instruction-tuning large-language-models llms mllm multimodal-large-language-models representation-learning

Python 1.87 k

4 个月前

shaoxiongji / knowledge-graphs

#自然语言处理#A collection of research on knowledge graphs

knowledge-graph representation-learning relation-extraction reasoning 自然语言处理 ner commonsense cross-modal question-answering dialogue-systems information-retrieval survey Bukkit

JavaScript 1.72 k

2 年前

salesforce / ALBEF

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

vision-and-language representation-learning contrastive-learning

Python 1.62 k

2 年前

wvangansbeke / Unsupervised-Classification

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

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

Python 1.41 k

2 年前

LirongWu / awesome-graph-self-supervised-learning

#计算机科学#Code for TKDE paper "Self-supervised learning on graphs: Contrastive, generative, or predictive"

self-supervised-learning 机器学习 unsupervised-learning graph-neural-networks pre-training data-augmentation representation-learning transfer-learning 深度学习

1.39 k

7 个月前

asheeshcric / awesome-contrastive-self-supervised-learning

#计算机科学#A comprehensive list of awesome contrastive self-supervised learning papers.

hacktoberfest-accepted self-supervised-learning representation-learning unsupervised-learning 深度学习 transfer-learning

1.26 k

6 个月前

DeepGraphLearning / graphvite

#计算机科学#GraphVite: A General and High-performance Graph Embedding System

翻译 - GraphVite：通用的高性能图形嵌入系统

机器学习 network-embedding knowledge-graph 数据可视化 representation-learning CUDA gpu

C++ 1.24 k

9 个月前

YuanGongND / ast

#计算机科学#Code for the Interspeech 2021 paper "AST: Audio Spectrogram Transformer".

PyTorch audio-classification 深度学习 audio representation-learning

Jupyter Notebook 1.23 k

2 年前

unum-cloud / uform

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

huggingface-transformers language-vision multimodal PyTorch semantic-search transformer cross-attention vector-search bert 神经网络 pretrained-models clip openai contrastive-learning representation-learning clustering image-search llava

Python 1.1 k

2 个月前

PaddlePaddle / PaddleHelix

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

biocomputing 机器学习深度学习 rna-structure-prediction dti representation-learning graph-networks protein-structure-prediction self-supervised-learning ppi protein-folding

Python 1.05 k

4 个月前