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Top 8 pre-training open source projects

SIGIR2021 Conure

One Person, One Model, One World: Learning Continual User Representation without Forgetting

ROSITA: Enhancing Vision-and-Language Semantic Alignments via Cross- and Intra-modal Knowledge Integration

✭ 36

python vqa vision-and-language pre-training referring-expression-comprehension image-text-retrieval

[TPAMI Special Issue on ICCV 2021 Best Papers, Oral] Just Ask: Learning to Answer Questions from Millions of Narrated Videos

✭ 57

Jupyter Notebook python HTML vqa video-understanding weakly-supervised-learning multimodal-learning visual-question-answering question-generation vision-and-language videoqa pre-training video-question-answering

VarCLR: Variable Semantic Representation Pre-training via Contrastive Learning

✭ 30

python embeddings source-code pre-training contrastive-learning icse2022

awesome-graph-self-supervised-learning

Awesome Graph Self-Supervised Learning

✭ 805

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

A PyTorch implementation of VIOLET

✭ 119

python pytorch vision-and-language pre-training video-retrieval video-question-answering

Vector Quantized Autoregressive Predictive Coding (VQ-APC)

✭ 34

python representation-learning unsupervised-learning self-supervised-learning pre-training

(CVPR2021) Kaleido-BERT: Vision-Language Pre-training on Fashion Domain.

✭ 252

python shell fashion e-commerce bert multimodal pre-training vision-language

1-8 of 8 pre-training projects