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Naila Murray discusses 2024 trends in computer vision: the integration of vision with language models, the challenge of 3D understanding, and how video generation is reshaping the field.
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Canon
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Murray describes how the rise of multimodal AI has reshaped the computer vision research environment: conferences, publications, and hiring criteria have all shifted to favor multimodal work over pure vision work.
Highlights
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Vision-language models represent a fundamental shift: vision is no longer a separate field but a modality within multimodal AI systems
Murray argues that computer vision as a standalone research field is being absorbed into multimodal AI. The most impactful vision research now happens at the intersection with language models — visual question answering, image generation from text, video understanding.Was this useful?