Call for Papers

The following areas provide a sense of suitable topics for paper submissions:

• Multi-Modal models (e.g. LLMs + Vision)

• Novel datasets to probe Robustness 

• Brain-Aligned models for Robust Perception 

• Adversarial Attacks and Defenses (Cameras, Networks, LIDAR) 

• Perspective Papers on Future Challenges 

• Benchmarking and Evaluation on new and old models 

• New Metrics for Advanced Benchmarking 

• Computational and Theoretical models of Morality, Judgement and Decision Making in the Self-Driving and Assisted Driving Industry

• Explainability in Decision Making 

• Ethics & Regulation of Autonomous Driving Data Collection, Benchmarking and Model Deployment

• Autonomous Driving advances in Emerging Economies

Critical Dates for Paper Submissions

All submissions will be private and anonymous. Papers should be 8 pages (NEW!) (excluding references), and will be formatted in ECCV style anonymously. Accepted papers will be presented as posters during the workshop. Authors may optionally add appendixes in their submitted paper. The final submission including main paper, references and appendix should not exceed 15 pages. Supplementary Materials uploads are to only be used optionally for extra videos/code/data/figures and should be uploaded separately in the OpenReview submission website. 

Accepted Papers will Archival be added in the ECCV conference as workshop Proceedings (NEW!)

The 2 Highest Rated papers will be invited for Oral Presentations at the ROAM Workshop at ECCV. Paper acceptance is determined by papers that score an average score of 5.5 (inclusive) or above from a 1 (lowest) to 10 (highest) rating across reviewers. No rebuttals will be done, but reviews will be useful for improving the Camera Ready version, and authors will have the chance to reply to rebuttals post decision. Rejected papers can be removed from the OpenReview portal if Authors wish to.

Link to Paper submission: https://openreview.net/group?id=thecvf.com/ECCV/2024/Workshop/ROAM

Submission Window Begins: June 1st, 2024 11.59 pm EST

Submission Window Ends: July 31st, 2024 11.59 pm EST (NEW DEADLINE EXTENDED TO: August 2nd, 2024 11.59 pm EST)

Reviewing Window : August 1st - August 12th, 2024 11.59 pm EST

Decisions Announced: August 15th, 2024 11.59pm EST

Download ECCV text files and template here:  Download here 

*Authors of accepted papers will have the option to add one additional page post-acceptance for the final version of their paper.

This workshop will be held in person. Please contact us at roameccv2024@gmail.com in case of assistance. 

All submitted papers will be evaluated using the following standards:

1.  Novelty of the idea with regards to Autonomous Driving and Outsider fields (e.g. Neuroscience, BCI, Robotics, LLMs, Morality, Ethics & Regulation) for new perspectives.

2.  Rigor in preliminary theoretical contribution and/or empirical finding in the space of Autonomous Driving.

3.  Relevance to solve the problem of out-of-distribution data within the context of Self-Driving Cars & Autonomous Driving

Best Paper Awards & Prizes (TBD)