6/ InstructBLIP – explores visual-language instruction tuning based on the pre-trained BLIP-2 models; achieves state-of-the-art zero-shot performance on 13 held-out datasets, outperforming BLIP-2 and Flamingo.
AI
-
Active Retrieval Augmented LLMs Advance Knowledge-Intensive Generation
By
–
7/ Active Retrieval Augmented LLMs – an approach that actively decides when and what to retrieve across the course of the LLM generation; demonstrates superior or competitive performance on long-form knowledge-intensive generation tasks.
-
TidyBot: Robot Learning User Preferences with LLM Planning
By
–
4/ TidyBot – shows that robots can combine language-based planning and perception with the few-shot summarization capabilities of LLMs to infer generalized user preferences that are applicable to future interactions.https://t.co/2Hv9FZh4Rx
— DAIR.AI (@dair_ai) 14 mai 20234/ TidyBot – shows that robots can combine language-based planning and perception with the few-shot summarization capabilities of LLMs to infer generalized user preferences that are applicable to future interactions.
-
Unfaithful Explanations in Chain-of-Thought Prompting
By
–
5/ Unfaithful Explanations in Chain-of-Thought Prompting – demonstrates that CoT explanations can misrepresent the true reason for a model’s prediction.
-
ImageBind: Joint Embedding Across Six Modalities
By
–
3/ ImageBind – an approach that learns a joint embedding data across 6 modalities at once; extends zero-shot capabilities to new modalities and enables emergent applications including cross-modal retrieval, composing modalities, and more.
-
Preparing Humanity for AGI: Beyond Risk Mitigation
By
–
Navigating the future with AGI isn't just about perfecting AI alignment. While mitigating risks is crucial, we must also recognize that robustness, diversity, and adaptability are our primary defenses. Let's focus on strengthening humanity, readying society for rapid changes,
-
Meta Leverages Generative AI for Advertising and Metaverse
By
–
Explore how #Meta utilizes generative #AI to revolutionize #advertising, #chat, image generation, and natural language processing while shaping the #future of the #metaverse with #immersive and accessible content creation.
-
Open Sourcing Replicated Functionality from Scratch
By
–
We have probably replicated their entire functionality from scratch, and will open source it 🙂
-
Oxford Spinout Policy: Analysis and Implications
By
–
Have a read if you're into spinout policy… https://
spinout.fyi/blog/tenu-oxfo
rd
… -
AI Transforms Film Production: Casting, Scene Modeling, and Actor Manipulation
By
–
“in the future, AI’s role in film could evolve beyond the viral meme, allowing tech to help cast movies, model scenes before they’re shot, and even swap actors in and out of scenes.”