Our workshop focuses on promoting SSL research for both reasoning and perception. The topics include but are not limited to:
- SSL for logic and symbolic reasoning on knowledge graphs and relational data
- SSL for relational and graph reasoning in computer vision
- SSL for multi-hop reasoning in natural language and text corpora
- Theoretical foundations of SSL for reasoning
- Design of auxiliary tasks in SSL for reasoning
- Contrastive learning for reasoning
- SSL for bridging reasoning and perception
- SSL for computer vision, NLP, robotics, speech, time-series analysis, graph analytics, etc.
- SSL for healthcare, social media, neuroscience, biology, social science, etc.
We invite submissions of full papers, as well as works-in-progress, position papers, and papers describing open problems and challenges. While original contributions are preferred, we also invite submissions of high-quality work that has recently been published in other venues or is concurrently submitted. Papers should be up to 4 pages in length (excluding references) formatted using the ICML template. All the submissions should be anonymous. An optional appendix can be added in the submission, after references. There is no page limit for appendix. The accepted papers are allowed to get submitted to other conference venues. This workshop has no archival proceedings.
Submission website: https://cmt3.research.microsoft.com/ICMLSSL2021
Paper submission deadline: 11:59 PM PST, Jun 27, 2021
Author notification: 11:59 PM PST, Jul 12, 2021
Camera-ready papers due: 11:59 PM PST, Jul 20, 2021