Important dates (AoE):

• Submission open: April 10 2025 11:59PM UTC-0

• Submission deadline: May 18 2025 11:59PM UTC-0 June 2 07:59AM UTC-0

• Paper acceptance notification: June 10 07:59AM UTC-0

• Camera-ready due: June 15 2025 11:59PM UTC-0

• Workshop: June 21 2025

Submission Guidelines

Topics of Interest

We welcome submissions addressing one or more of the following themes:

• Deployment Time Compute: Relaxing assumptions on heavy computing resources in exchange for mobile-grade hardware.

• Deployment Time Energy: Improving current planning or control frameworks with considerations on reducing energy consumption. 

• Deployment Time Memory: Aiming to reduce the memory footprint of large pretrained models in the context of vision or language.  

• Deployment Time Latency: Seeking to target efficient runtimes and inference speeds – either through optimization-based insights, model quantization, or small model deployment. 

• Training Time Efficiency: Sample efficient frameworks during training time and, more generally, approaches that focus on parsimonious and focused uses of data. 

Submission Types

We accept submissions in the following format:

• Extended Abstracts: 4–6 pages (RSS format) for the main paper. Acknowledgments and references do not count toward the page limit.

• Review Process: Single-blind. Please include author names and affiliations in your submission; reviewers will remain anonymous.

• Non-Archival: Submissions of papers under review, accepted, or published in other conferences, journals, or workshops are welcome and encouraged. 

Please use the RSS LaTeX paper template and submit here via Open Review.

Feel free to email rcrobotics2025@gmail.com if you have any questions.