[CFP] CVPR 2026 Third MetaFood Workshop - Submission deadline: 4th March 2026

[Bhalaji Nagarajan]

<<Apologies for cross-posting>>

Dear Community,

We are pleased to announce the call for papers for "The Third MetaFood Workshop" at CVPR 2026. See full details below.

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3rd MetaFood Workshop

Held in conjunction with CVPR 2026

June 3-4th, Denver, Colorado, USA

https://sites.google.com/view/cvpr-metafood-2026

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CALL FOR PAPERS

Food domain presents uniquely complex visual and physical characteristics - food appearance deforms, mixes, and changes through manipulation and consumption. Thus, it provides a perfect test bed for powerful Computer Vision and Deep Learning algorithms. The MetaFood Workshop (MTF) 2026 invites the CVPR community to explore food data analysis and interaction as a new frontier for embodied perception, video generation, and physics-aware modeling.

Understanding how food interacts with tools and humans enables fine-grained video reasoning, not only for estimating how much is eaten, but also for revealing intricate multi-material dynamics during cooking and eating. By bridging embodied AI, dynamic 3D reconstruction, vision-language reasoning, and generative modeling, MetaFood 2026 aims to advance physically grounded, fine-grained understanding and synthesis of food in motion.

MetaFood’26 will encompass a broad range of topics, including but not limited to:

• Embodied and causal understanding of food manipulation and consumption
• Physics-informed understanding and 3D reconstruction of deformable, fragile, and multi-material food
• Temporal modeling of food transformations and continuous state estimation (e.g., cooking or eating )
• Vision–language reasoning, in-context learning, and retrieval-augmented generation for food
• Multimodal learning across images, videos, audio, and structured/unstructured text
• Self-supervised, continual, semi-supervised, and weakly supervised learning for in-the-wild food data
• Uncertainty modeling and learning from noisy or ambiguous labels
• Food portion, volume, and nutrition estimation
• Food image and video generation using generative AI
• 2D/3D classification, detection, and segmentation of food items and ingredients

We welcome original research that presents novel applications, innovative algorithms,
or critical analyses addressing these challenges. Join us at the MetaFood Workshop to explore how computer vision can revolutionize food understanding and contribute to solving real-world challenges in food computing.

Paper submission deadline: 4th March 2026 (11:59pm AOE)
Supplementary material deadline: 6th March 2026 (11:59pm AOE)

Openreview Submission website: 

https://openreview.net/group?id=thecvf.com/CVPR/2026/Workshop/MetaFood

The Best Paper will be selected in Mid April and will receive a complimentary full conference registration, generously donated by Prof. Dima Damen.

We look forward to your contributions.

Regards,
Third MetaFood Workshop - Organizing Team