The workshop is expected to attract research on self-supervised, semi-supervised and self-training techniques for achieving industry-level autonomous driving solutions, which will cover but are not limited to the following topics:
- Self-supervised learning techniques
- Life-long/incremental visual recognition methods
- Weakly supervised learning algorithms
- One/few/zero shot learning for perception tasks in self-driving
- Learning in the presence of noisy data
- Domain adaptation
- Weakly supervised learning for 3D Lidar and 2D images
- Real world self-driving image applications, e.g. lane detection, anomaly detection, object semantic segmentation/detection/localization, scene parsing, etc.
- Vision-based localization and tracking
- Safety/explainability/robustness for self-driving cars in the abovementioned settings
We invite two types of submissions: a) high-quality, original (i.e., not been previously published or accepted for publication in substantially similar form in any peer-reviewed venue including journal, conference or workshop) submissions. Papers are limited to 14 pages, including figures and tables, in the ECCV style with additional pages containing only cited references being allowed. These papers will be part of the official ECCV proceedings; b) 4 page papers (extended abstracts) that will NOT be included in the official ECCV proceedings (non-archival). For both submissions, the paper template of the ECCV 2022 main conference should be used. Please refer to the following files for detailed formatting instructions:
- Example submission paper with detailed instructions: Download
- LaTeX Templates (zip): eccv2022AuthorKit.zip
All the submissions should be anonymous.
Papers can be submitted through CMT https://cmt3.research.microsoft.com/SSLAD2022. For full papers, please select the "SSLAD2022" track. For extended abstracts, select the "Non-Archival-SSLAD2022" track.
Contact: sslad2022@googlegroups.com
Important Dates
Full Paper submission deadline: August 10, 2022 August 13, 2022 (11:59PM PDT)
Full Paper author notification: August 18, 2022 (11:59PM PDT)
Full Paper camera-ready papers due: August 22, 2022 (11:59PM PDT)
Extended abstract submission deadline: September 01, 2022 (11:59PM PDT)
Extended abstract author notification: September 10, 2022 (11:59PM PDT)
Extended abstract camera-ready papers due: September 14, 2022 (11:59PM PDT)