We invite submissions to the International Workshop on Human
Understanding, Future Prediction, and Embodied Intelligence (HUFPEI).
The workshop will be held in conjunction with ACCV 2026 on December 15
in Osaka, Japan.

Website: https://hufpei-workshop.github.io/accv2026/
Submission: https://openreview.net/group?id=afcv.org/ACCV/2026/Workshop/HUFPEI

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Topics of interest (not limited to)
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* Human understanding: pose estimation, shape and mesh reconstruction,
motion understanding, action recognition
* Future prediction: trajectory prediction, crowd behavior analysis,
social interaction modeling
* Interaction modeling: human-object interaction, human-robot interaction
* Embodied intelligence: robot motion representation, learning, and generation
* Foundation models: vision-language models and foundation models for
human-centric perception and prediction

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Submission
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Track 1: Original papers
* Up to 14 pages, excluding references
* ACCV 2026 format (Springer LNCS), double-blind review
* Accepted papers will be published in the ACCV 2026 Workshop Proceedings
* Best Paper, Honorable Mention, and Best Student Paper Awards are planned

Track 2: Presentation of recent published or accepted papers
* We welcome papers published or accepted in 2026 at international
conferences or in international journals. This includes ACCV 2026 main
conference papers.
* Presentation only. These papers will not be included in the proceedings.
* Please email the paper title and the complete author list to
hufpei.workshop@gmail.com by October 22, 2026.

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Important dates (23:59 GMT)
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* Paper submission deadline (Track 1): October 1, 2026
* Notification (Track 1): October 15, 2026
* Presentation request deadline (Track 2): October 22, 2026
* Presentation acceptance notification (Track 2): October 24, 2026
* Camera-ready submission (Track 1): October 24, 2026
* Workshop date: December 15, 2026

We look forward to receiving your submissions.

Best regards,

Hiromu Taketsugu (Toyota Technological Institute)
On behalf of the organizing committee:

Shohei Nobuhara (Kyoto Institute of Technology)
Hiroaki Kawashima (University of Hyogo)
Igor Vasiljevic (Toyota Research Institute)
Federica Bogo (Meta Reality Labs Research)
Greg Shakhnarovich (Toyota Technological Institute at Chicago)
Ming-Hsuan Yang (University of California, Merced)
Norimichi Ukita (Toyota Technological Institute)

Contact: hufpei.workshop@gmail.com