Pegasus-v1 Technical Report
This technical report introduces Pegasus-1, a multimodal language model
specialized in video content understanding and interaction through natural
language. Pegasus-1 is designed to address the unique challenges posed by video
data, such as interpreting spatiotemporal information, to offer nuanced video
content comprehension across various lengths. This technical report overviews
Pegasus-1's architecture, training strategies, and its performance in
benchmarks on video conversation, zero-shot video question answering, and video
summarization. We also explore qualitative characteristics of Pegasus-1 ,
demonstrating its capabilities as well as its limitations, in order to provide
readers a balanced view of its current state and its future direction.
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Jae Lee
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Jae Lee
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Tony Moon
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Sangwoo Moon
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Esther Kim
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EK Yoon
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Genie Heo
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Henry Choi
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Soyoung Lee
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Sue Kim
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Travis Couture
Pegasus-v1 Technical Report
This technical report introduces Pegasus-1, a multimodal language model
specialized in video content understanding and interaction through natural
language. Pegasus-1 is designed to address the unique challenges posed by video
data, such as interpreting spatiotemporal information, to offer nuanced video
content comprehension across various lengths. This technical report overviews
Pegasus-1's architecture, training strategies, and its performance in
benchmarks on video conversation, zero-shot video question answering, and video
summarization. We also explore qualitative characteristics of Pegasus-1 ,
demonstrating its capabilities as well as its limitations, in order to provide
readers a balanced view of its current state and its future direction.
Pegasus-1 is a multimodal language model designed for video content comprehension, handling spatiotemporal information and demonstrated in benchmarks for video conversation, zero-shot video question answering, and video summarization.
multimodal language model video content understanding spatiotemporal information video conversation zero-shot video question answering video summarization