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VisionAndLanguage-Hub

Coustomized curated list of Vision and Language works

Videos-Hub

Name Paper Code
VindLU: A Recipe for Effective Video-and-Language Pretraining Text code
MAGVIT: Masked Generative Video Transformer Text project page
Video-Text Modeling with Zero-Shot Transfer from Contrastive Captioners paper -
PromptonomyViT: Multi-Task Prompt Learning Improves Video Transformers using Synthetic Scene Data paper -
Learning Video Representations from Large Language Models paper page code

Vision&Language-Hub

Name Paper Code
REVEAL: Retrieval-Augmented Visual-Language Pre-Training with Multi-Source Multimodal Knowledge Memory paper -
Noise-aware Learning from Web-crawled Image-Text Data for Image Captioning paper code

Constrative Image-Language Pretraining (CLIP)

Name Paper Code
CLIP Itself is a Strong Fine-tuner: Achieving 85.7% and 88.0% Top-1 Accuracy with ViT-B and ViT-L on ImageNet Paper -

Miscellaneous but Interesting!

Name Paper Code
ULIP: Learning Unified Representation of Language, Image and Point Cloud for 3D Understanding paper page
Do DALL-E and Flamingo Understand Each Other? paper -
GPT Takes the Bar Exam paper code

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