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description
Towards a Generalized Multi-Modal Foundation Model
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site name
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updated
2026-03-02 10:53:45
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Towards a Generalized Multi-Modal Foundation Model Towards a Generalized Multimodal Foundation Model Along the track of X-Decoder , SEEM , and FIND , our goal is to build a foundation model that extendable to a wide range of vision and vision-language tasks without any overhead! X-Decoder (CVPR 2023) "Generalized Decoding for Pixel, Image, and Language" [1] shortened as X-Decoder is a generalized decoding system that is applicable to various vision-language tasks with a unified architecture. The input and output modalities spans vision-language while the granularity spans pixel-image. Code ☆ 1.1k X-GPT SEEM (NeurIPS 2023) "Segment Everything Everywhere All-at-Once" [2] denoted as SEEM in extending X-Decoder with human interaction capability, where human can refer a segment with scribble, box, point, and etc. Meanwhile, it accepts prompts span vision-language in a composite manner. Code ☆ 3.6k Demo ...
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