[ML News] DeepMind's Flamingo Image-Text model | Locked-Image Tuning | Jurassic X & MRKL

#flamingo #mlnews #tech

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OUTLINE: 0:00 - Intro 0:30 - DeepMind's Flamingo: Unified Vision-Language Model 8:25 - LiT: Locked Image Tuning 10:20 - Jurassic X & MRKL Systems 15:05 - Helpful Things 22:40 - This AI does not exist

References: DeepMind's Flamingo: Unified Vision-Language Model https://www.deepmind.com/blog/tackling-multiple-tasks-with-a-single-visual-language-model https://storage.googleapis.com/deepmind-media/DeepMind.com/Blog/tackling-multiple-tasks-with-a-single-visual-language-model/flamingo.pdf

LiT: Locked Image Tuning https://ai.googleblog.com/2022/04/locked-image-tuning-adding-language.html https://google-research.github.io/vision_transformer/lit/

Jurassic X & MRKL Systems https://www.ai21.com/blog/jurassic-x-crossing-the-neuro-symbolic-chasm-with-the-mrkl-system#reading https://arxiv.org/pdf/2205.00445.pdf https://arxiv.org/pdf/2204.10019.pdf https://studio.ai21.com/jurassic-x

StyleGAN Human https://stylegan-human.github.io/ https://github.com/stylegan-human/StyleGAN-Human?utm_source=pocket_mylist https://huggingface.co/spaces/hysts/StyleGAN-Human

Helpful Things https://github.com/rish-16/grafog https://huggingface.co/bertin-project/bertin-gpt-j-6B https://github.com/pytorch/torchdistx https://pytorch.org/torchdistx/latest/fake_tensor.html https://github.com/Netflix/vectorflow?utm_source=pocket_mylist https://iclr-blog-track.github.io/2022/03/25/ppo-implementation-details/ https://twitter.com/DeepMind/status/1517146462571794433 https://github.com/ai-forever/mgpt https://github.com/cleanlab/cleanlab https://efficientdlbook.com/?utm_source=pocket_mylist https://minihack-editor.github.io/ https://mugen-org.github.io/ https://www.amazon.science/blog/amazon-releases-51-language-dataset-for-language-understanding https://github.com/phuselab/openFACS?utm_source=pocket_mylist https://medium.com/pytorch/avalanche-and-end-to-end-library-for-continual-learning-based-on-pytorch-a99cf5661a0d

This AI does not exist https://thisaidoesnotexist.com/

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