STREAM @ ICCV 2025

Oct 19, 2025
Honolulu, Hawai'i

Call for Papers

We invite submissions of original research, position papers, and visionary work that address systems-level trustworthiness in AI, particularly within the domain of computer vision. The STREAM workshop welcomes contributions from academia, industry, and policy sectors that propose innovative frameworks, techniques, or empirical studies aligned with the workshop's themes.

Topics of interest include, but are not limited to:

• System-Level Fairness: Designing ML frameworks and pipelines that promote fairness from the ground up.
• Robust and Reliable Architectures: Developing AI systems resilient to edge cases, adversarial inputs, and distributional shifts.
• Explainability by Design: Creating architectures that enable intuitive, actionable explanations for model decisions.
• Accountability Mechanisms: Building systems that support traceability, error analysis, and responsible deployment.
• Bias Mitigation Pipelines: Integrating bias detection and correction into the system architecture and training process.
• Privacy-Preserving System Designs: Leveraging techniques such as differential privacy, federated learning, and secure computation.
• Scalability and Generalization: Ensuring trustworthy AI performance across distributed, real-time, and cloud-based environments.
• Evaluation and Benchmarking: Proposing standards and metrics for system-level trustworthiness in AI.
• Interdisciplinary Perspectives: Contributions at the intersection of AI systems, law, ethics, and social sciences.
• Deployment and Real-World Case Studies: Lessons learned from deploying trustworthy AI in critical domains like healthcare, mobility, and finance.

STREAM especially encourages submissions that include concrete implementations, prototypes, or case studies demonstrating how system-level trust considerations translate into practice.

Important Dates

• Call for Papers Released: May 4, 2025
• Paper Submission Deadline: June 20, 2025 extended to July 03, 2025
• Author Notifications: July 11, 2025 July 18, 2025
• Camera-Ready Deadline: July 21, 2025 August 1, 2025

Submission Types

We accept the following two types of submissions:

Full Papers (up to 8 pages, excluding references)

• Must follow the official ICCV 2025 formatting guidelines.
• The 8-page limit includes figures and tables, but excludes references.
• Any appendices must fit within the 8-page limit.
• Proper anonymization is required for double-blind review.
• Accepted full papers will be published in the official ICCV 2025 Workshop Proceedings.

Extended Abstracts (2 to 4 pages, excluding references)

• Must also follow the ICCV 2025 style format and be anonymized.
• Extended abstracts are intended for presenting early-stage work, or position papers.
• These submissions will not be included in the official ICCV proceedings (non-archival), but will be presented at the workshop.

Supplementary Material

Authors may submit supplementary material (e.g., code, videos, or additional results) as a single compressed .zip file (max size: 50MB). The supplementary deadline is the same as the main paper deadline.

Formatting and Submission Policies

• Submissions must strictly follow the ICCV 2025 formatting template.
• Double-blind review: All submissions must be properly anonymized.

Submission Guidelines

Submitted papers must adhere to the ICCV 2025 formatting guidelines and should not exceed eight pages, including figures and tables. Additional pages may be used for references only, and these will not count toward the page limit. However, any appendices included as part of the main paper must fall within the eight-page limit. Authors who wish to include additional material beyond the main paper are encouraged to submit supplementary material as a single compressed .zip file, with a maximum size of 50MB. The deadline for submitting supplementary material is the same as the main paper submission deadline.

All submissions must be properly anonymized to comply with the double-blind review process. Papers that are not anonymized, do not follow the ICCV 2025 style template, or exceed the eight-page limit (excluding references) may be rejected without review. Accepted papers will be published as part of the official ICCV 2025 Workshop Proceedings.

Author Guidelines

Authors are requested to follow the conference author guidelines when preparing their submissions. All formatting and submission requirements, including page limits, templates, and ethical considerations, must adhere to the main conference standards.

For detailed instructions, please refer to the ICCV 2025 Author Guidelines.

How to Submit

Authors should submit their papers through CMT. Each submission must include:

• The paper in PDF format following the submission guidelines
• Supplementary materials (optional)
• Authors' information including names, affiliations, and contact details

Submission Website

CMT3 submission system: https://cmt3.research.microsoft.com/STREAM2025

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.