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Pipeline Long video datasets are challenging to build because of the significant manual effort required to select, watch, understand and annotate long videos with free-form natural...
Research Published 12 September 2024 Authors Robotics team Two new AI systems, ALOHA Unleashed and DemoStart, help robots learn to perform complex tasks that require dexterous...
Large Language Models (LLMs) have revolutionized how we interact with information, but grounding their responses in verifiable facts remains a fundamental challenge. This is compounded by...
Science Published 5 September 2024 Authors Protein Design and Wet Lab teams New AI system designs proteins that successfully bind to target molecules, with potential for...
Science Published 22 August 2024 Authors David Pfau and James Spencer Note: This blog was first published on 19 October 2020. Following the publication of our...
Large language models (LLMs) are incredible tools that enable new ways for humans to interact with computers and devices. These models are frequently run on specialized...
Vocal characteristics contribute significantly to the construction and perception of individual identity. The loss of one’s voice, caused by physical or neurological conditions, can result in...
Speculative RAG consists of two components: (1) a specialist RAG drafter, and (2) a generalist RAG verifier. First, the base model’s knowledge retriever retrieves related documents...
Users have more choices for listening to music than ever before. Popular services boast of massive and varied catalogs. The YouTube Music catalog, for example, has...
We use LLaVA-v1.5, a widely used open-sourced MLLM, as our base model and train it using our contrastive tuning framework (HALVA). We then evaluate its performance...