PaLI: Scaling Language-Image Learning in 100+ Languages

Linking pages

Linked pages

Our Principles â Google AI https://ai.google/principles/ 473 comments
Pathways Language Model (PaLM): Scaling to 540 Billion Parameters for Breakthrough Performance – Google AI Blog https://ai.googleblog.com/2022/04/pathways-language-model-palm-scaling-to.html 279 comments
[2005.14165] Language Models are Few-Shot Learners https://arxiv.org/abs/2005.14165 201 comments
GitHub - google/jax: Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more https://github.com/google/jax 99 comments
Exploring Transfer Learning with T5: the Text-To-Text Transfer Transformer – Google AI Blog https://ai.googleblog.com/2020/02/exploring-transfer-learning-with-t5.html 66 comments
CLIP: Connecting Text and Images https://openai.com/blog/clip/ 15 comments
Tackling multiple tasks with a single visual language model https://www.deepmind.com/blog/tackling-multiple-tasks-with-a-single-visual-language-model 14 comments
[2205.01917] CoCa: Contrastive Captioners are Image-Text Foundation Models https://arxiv.org/abs/2205.01917 14 comments
Transformer: A Novel Neural Network Architecture for Language Understanding – Google AI Blog https://ai.googleblog.com/2017/08/transformer-novel-neural-network.html 3 comments
Vision AI | Cloud Vision API | Google Cloud https://cloud.google.com/vision/ 2 comments
Transformers for Image Recognition at Scale – Google AI Blog https://ai.googleblog.com/2020/12/transformers-for-image-recognition-at.html 1 comment
[2205.14100] GIT: A Generative Image-to-text Transformer for Vision and Language https://arxiv.org/abs/2205.14100 1 comment
Knowledge representation and reasoning - Wikipedia https://en.wikipedia.org/wiki/Knowledge_representation_and_reasoning 0 comments
[2106.04560] Scaling Vision Transformers https://arxiv.org/abs/2106.04560 0 comments
GitHub - google/flax: Flax is a neural network library for JAX that is designed for flexibility. https://github.com/google/flax/ 0 comments
Google Cloud Model Cards https://modelcards.withgoogle.com/about 0 comments
More Efficient In-Context Learning with GLaM – Google AI Blog https://ai.googleblog.com/2021/12/more-efficient-in-context-learning-with.html 0 comments
Object detection - Wikipedia https://en.wikipedia.org/wiki/Object_detection 0 comments
[2010.11929] An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale https://arxiv.org/abs/2010.11929 0 comments