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05.08.2025 - 06.08.2025 – Tokyo, JP Download iCal

7th Machine Learning for Cyber-Agricultural Systems (MLCAS)

The MLCAS 2025 Competition on Global Wheat Full Semantic Segmentation is already underway! Two winning teams will receive travel awards of up to $4,000 USD. 

We're excited to announce that the Seventh Machine Learning for Cyber-Agricultural Systems (MLCAS) Workshop will take place on August 5-6, 2025, at The University of Tokyo, Japan.

 

Call for Contributions

Target Participants

The Seventh International Workshop on Machine Learning for Cyber-Agricultural Systems (MLCAS) 2025 will focus on the theme “Convergence of Multi-Modal Sensing, Multi-Omics Integration, and Multi-Platform Analytics for Next-Generation Cyber-Agricultural Systems.” This year’s workshop aims to explore how synergizing heterogeneous data streams—from spectral imaging and IoT sensor networks to genomic and environmental datasets—can revolutionize precision agriculture. By bridging advances in machine learning with multi-scale biological, environmental, and operational data, MLCAS2025 will address critical challenges in crop resilience, resource optimization, and climate-smart farming. The workshop will emphasize computational frameworks capable of harmonizing data across spatial, temporal, and biological scales, enabling predictive digital twins that integrate plant physiology, field conditions, and management practices.

Guidelines
  • Guidelines for Extended abstract submissions: Up to 2 pages including figures and tables (excluding references). Extended abstract template.
  • Submission Guidelines: Submissions are through Microsoft CMT. If you do not have an Microsoft CMT account, please create one first. If you already have a Microsoft CMT account, please login to your account and enter as an author for MLCAS 2025 by following this link.
Acknowledgement

The Microsoft CMT service was used for managing the peer-reviewing process for this conference. This service was provided for free by Microsoft and they bore all expenses, including costs for Azure cloud services as well as for software development and support..

Important Dates
  • Submission open: Match 16
  • Paper (extended abstract) deadline: May 30 (Friday, AoE)
  • Decision sent to authors: June 15
  • Competition date: See below

Workshop Organization

Organizing Committee
  • Soumik Sarkar, Professor, Mechanical Engineering, Iowa State University
  • Arti Singh, Associate Professor, Department of Agronomy, Iowa State University
  • Wei Guo, Associate Professor, Field Phenomics Laboratory, Graduate School of Agriculture and Life Sciences, The University of Tokyo
  • Ian Stavness, Professor, Department of Computer Science, the University of Saskatchewan
  • Baskar Ganapathysubramanian, Professor, Mechanical Engineering, Iowa State University
  • Asheesh K. Singh, Professor, Department of Agronomy, Iowa State University
  • Masayuki Hirafuji, Project Professor, Field Phenomics Laboratory, Graduate School of Agriculture and Life Sciences, The University of Tokyo
  • Seishi Ninomiya, Project Professor, Field Phenomics Laboratory, Graduate School of Agriculture and Life Sciences, The University of Tokyo

 

More details here https://2025.mlcas.site/.