Computer Vision

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Language Is Not All You Need: Aligning Perception with Language Models

Language Is Not All You Need: Aligning Perception with Language Models

<h2 class="text-2xl font-bold mb-4">Summary</h2> This research paper, originating from Microsoft and likely published around February 2023, focuses on the limitations of language models and the need ...

PaLM-E: An Embodied Multimodal Language Model

PaLM-E: An Embodied Multimodal Language Model

<h2 class="text-2xl font-bold mb-4">Summary</h2> PaLM-E is a multimodal language model designed for embodied agents, integrating visual and language modalities for improved performance in robotics an...

Visual Instruction Tuning

Visual Instruction Tuning

<h2 class="text-2xl font-bold mb-4">Summary</h2> This paper likely introduces LLaVA (Language-and-Vision Assistant), a model that leverages visual instruction tuning. Visual instruction tuning involv...

The Llama 3 Herd of Models

The Llama 3 Herd of Models

<h2 class="text-2xl font-bold mb-4">Summary</h2> The Meta paper, "The Llama 3 Herd of Models," details the development and capabilities of the Llama 3 family of large language models (LLMs). This res...