Call for papers

Important Dates

• Paper submission deadline: Aug 9th 

• Notification of accepted papers: Aug 18th

• Camera ready submission ends: Aug 23rd

Topics

The workshop will cover a wide range of topics, including but not limited to:

• Large-scale foundation models leveraging multimodal data, encompassing vision, language, audio, speech, sensory signals, actions, etc., and the ability to generalize across heterogeneous data resources, such as simulations, real-world scenarios, and different viewpoints.

• Large-scale multimodal benchmarking to facilitate improved research in foundation models that bridge perception, decision making, and reasoning.

• Data curation and generation to facilitate the scaling-up of foundation models.

• Exploration of model scaling laws and emergent effects.

• Efficient training, alignment and inference techniques for foundation models.

• Investigation of the benefits and potential risks associated with foundation models.

• Applications of foundation models in various domains utilizing multimodal sensory signals, such as autonomous driving, drones, manipulation, embodied agents, video games, and more.

Submission Instructions

Submission link: https://cmt3.research.microsoft.com/PerDream2023

All papers need to be formatted as per the ICCV 2023 guideliness. Please use the template made available at iccv2023AuthorGuidelines. 

Papers can be submitted in two different formats: 

• Long paper: Long papers should not be not more than 8 pages in length excluding references. All the requirements are the same as the ICCV 2023 paper style guide. Long papers are meant to discuss mature and thoroughly investigated work. A long paper should not only describe novel ideas but also have full experiments and analyses to support the proposed ideas.

• Short paper: Short papers should not exceed 4 pages excluding references. All other requirements are the same as the ICCV 2023 paper style guide. Short papers are meant to discuss ideas that are at an early stage and only partly investigated. The presented idea should be novel and the paper is expected to contain the basic experiments supporting the claim. 

Note that the submission for both types of papers is using the same portal. Papers less than 4 pages will be reviewed as short papers, those more than 4 pages  (excluding references) will be reviewed as long papers, and papers beyond 8 pages in length (excluding references) will be desk rejected.