<html>
<head>
<meta http-equiv="Content-Type" content="text/html; charset=Windows-1252">
<style type="text/css" style="display:none;"> P {margin-top:0;margin-bottom:0;} </style>
</head>
<body dir="ltr">
<div class="elementToProof" style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);">
<br>
</div>
<div id="divRplyFwdMsg" dir="ltr"></div>
<div style="direction: ltr; text-align: center; text-indent: 0px; white-space: pre-wrap; margin: 0px 0px 8px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);">
--- Call for papers - Apologies for multiple posting --- </div>
<div style="direction: ltr; text-align: center; text-indent: 0px; white-space: pre-wrap; margin: 0px 0px 8px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);">
<b>Towards Multimodal Foundational Models for Modelling Visual Cortex</b> </div>
<div style="direction: ltr; text-align: center; text-indent: 0px; white-space: pre-wrap; margin: 0px 0px 8px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);">
<i>Held in conjunction with the 8th European Conference on Computer Vision ECCV 2024 -
</i>Sep 29th - Oct 4th, 2024<i>, 2024, Milan (Italy) </i> </div>
<div style="direction: ltr; text-align: center; text-indent: 0px; white-space: pre-wrap; margin: 0px 0px 8px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt;">
<span style="color: rgb(0, 0, 0);"><i>Web site: </i></span><span style="color: rgb(70, 120, 134);"><i><a href="https://fmbrain-eccv.github.io/" id="OWA88e84155-e396-a71a-e4ab-76cb20452688" class="x_x_Hyperlink x_x_SCXW177785547 x_x_BCX0 x_x_OWAAutoLink" data-auth="NotApplicable" style="color: rgb(70, 120, 134); text-decoration: none; margin: 0px;">https://fmbrain-eccv.github.io</a></i></span><span style="color: rgb(0, 0, 0);"><i>
</i> </span></div>
<div style="direction: ltr; text-align: center; text-indent: 0px; white-space: pre-wrap; margin: 0px 0px 8px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);">
</div>
<div style="direction: ltr; text-align: justify; text-indent: 0px; white-space: pre-wrap; margin: 0px 0px 8px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);">
<b><u>IMPORTANT DATES</u></b> </div>
<div style="direction: ltr; text-align: left; text-indent: 0px; white-space: pre-wrap; margin: 0px 0px 2px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);">
Paper submission deadline: <u>July 15, 2024</u> </div>
<div style="direction: ltr; text-align: left; text-indent: 0px; white-space: pre-wrap; margin: 0px 0px 2px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);">
Notification to authors: <u>August 10, 2024</u> </div>
<div style="direction: ltr; text-align: left; text-indent: 0px; white-space: pre-wrap; margin: 0px 0px 2px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);">
Camera-ready deadline: <u>August 20, 2024</u> </div>
<div style="direction: ltr; text-align: left; text-indent: 0px; white-space: pre-wrap; margin: 0px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);">
</div>
<div style="direction: ltr; text-align: center; text-indent: 0px; white-space: pre-wrap; margin: 0px 0px 8px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);">
</div>
<div style="direction: ltr; text-align: justify; text-indent: 0px; white-space: pre-wrap; margin: 0px 0px 8px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);">
<b><u>CALL FOR PAPERS </u></b> </div>
<div style="direction: ltr; text-align: justify; text-indent: 0px; white-space: pre-wrap; margin: 20px 0px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);">
Recent advancements in artificial intelligence and computational modeling have sparked a new era in understanding complex systems, particularly in neuroscience. Foundation models, distinguished by their capability to integrate diverse data modalities, have
emerged as powerful tools in decoding the complexities of the visual cortex in both human and animal subjects. This workshop aims to explore state-of-the-art techniques and methodologies for developing multimodal foundational models that comprehensively represent
the visual cortex. </div>
<div style="direction: ltr; text-align: justify; text-indent: 0px; white-space: pre-wrap; margin: 20px 0px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);">
<i>Topics (but not limited to):</i> </div>
<ul style="direction: ltr; text-align: left;">
<li style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0); direction: ltr;">
<div style="direction: ltr; text-align: justify; text-indent: 0px; white-space: pre-wrap; margin: 0px;">
<b>Theoretical Frameworks and Computational Approaches:</b> Novel theoretical constructs and computational strategies for modeling the visual cortex using multimodal data. </div>
</li><li style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0); direction: ltr;">
<div style="direction: ltr; text-align: justify; text-indent: 0px; white-space: pre-wrap; margin: 0px;">
<b>Integration of Diverse Data Sources:</b> Techniques and challenges in integrating and harmonizing heterogeneous data modalities such as fMRI, EEG, in vivo two-photon calcium imaging, fNIRS, and others. </div>
</li><li style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0); direction: ltr;">
<div style="direction: ltr; text-align: justify; text-indent: 0px; white-space: pre-wrap; margin: 0px;">
<b>Learning Paradigms for Noisy Data:</b> Innovations in learning algorithms and paradigms to effectively handle noisy and incomplete data in modeling brain functions. </div>
</li><li style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0); direction: ltr;">
<div style="direction: ltr; text-align: justify; text-indent: 0px; white-space: pre-wrap; margin: 0px;">
<b>Applications in Neuroscientific Research:</b> Practical applications of multimodal foundational models in elucidating perception, cognition, and neurodevelopmental or neurodegenerative disorders. </div>
</li><li style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0); direction: ltr;">
<div style="direction: ltr; text-align: justify; text-indent: 0px; white-space: pre-wrap; margin: 0px;">
<b>Contrastive Learning for Multimodal Brain Data Fusion:</b> Techniques and advancements in leveraging contrastive learning methods to fuse multimodal brain data for enhanced representation and analysis. </div>
</li><li style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0); direction: ltr;">
<div style="direction: ltr; text-align: justify; text-indent: 0px; white-space: pre-wrap; margin: 0px;">
<b>Self-Supervised Learning for Temporal Brain Dynamics:</b> Approaches utilizing self-supervised learning to capture and model temporal dynamics in brain imaging and physiological data. </div>
</li><li style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0); direction: ltr;">
<div style="direction: ltr; text-align: justify; text-indent: 0px; white-space: pre-wrap; margin: 0px;">
<b>Unsupervised Learning for Structural and Functional Brain Network Construction:</b> Methods employing unsupervised learning to construct and analyze structural and functional brain networks from multimodal data. </div>
</li><li style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0); direction: ltr;">
<div style="direction: ltr; text-align: justify; text-indent: 0px; white-space: pre-wrap; margin: 0px;">
<b>Weakly Supervised Learning for Brain Connectivity Analysis:</b> Innovations in weakly supervised learning techniques for analyzing brain connectivity patterns and networks. </div>
</li><li style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0); direction: ltr;">
<div style="direction: ltr; text-align: justify; text-indent: 0px; white-space: pre-wrap; margin: 0px;">
<b>Foundational Models for Classification and Predictive Modeling:</b> Development and application of foundational models for classification and predictive modeling tasks in neuroscience. </div>
</li><li style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0); direction: ltr;">
<div style="direction: ltr; text-align: justify; text-indent: 0px; white-space: pre-wrap; margin: 0px;">
<b>Multimodal Brain Image Visualization with Advanced Learning Techniques:</b> Techniques for visualizing multimodal brain images using advanced learning and visualization methods to aid in data interpretation. </div>
</li><li style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0); direction: ltr;">
<div style="direction: ltr; text-align: justify; text-indent: 0px; white-space: pre-wrap; margin: 0px;">
<b>Ethical Implications:</b> Ethical considerations in the creation, use, and implications of foundational models in neuroscience research and applications. </div>
</li></ul>
<div style="direction: ltr; text-align: justify; text-indent: 0px; white-space: pre-wrap; margin: 0px 0px 8px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);">
</div>
<div style="direction: ltr; text-align: justify; text-indent: 0px; white-space: pre-wrap; margin: 0px 0px 8px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);">
<b><u>SUBMISSION GUIDELINES:</u></b> </div>
<div style="direction: ltr; text-align: justify; text-indent: 0px; white-space: pre-wrap; margin: 20px 0px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);">
We invite original contributions in the form of full research papers, review articles, or extended abstracts of ongoing works aligned with the workshop's themes. Full papers should not exceed 8 pages (excluding references), while extended abstracts should be
limited to 4 pages. All submissions will undergo a rigorous peer-review process conducted by experts in the field. </div>
<div style="direction: ltr; text-align: justify; text-indent: 0px; white-space: pre-wrap; margin: 20px 0px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt;">
<span style="color: rgb(0, 0, 0);">Submission follows the ECCV format (see the ECCV website for format instruction (</span><span style="color: rgb(70, 120, 134);"><a href="https://eccv.ecva.net/Conferences/2024/AuthorGuide" id="OWAd41bd95d-f56e-0155-6109-b6d3ac31c027" class="x_x_Hyperlink x_x_SCXW177785547 x_x_BCX0 x_x_OWAAutoLink" data-auth="NotApplicable" style="color: rgb(70, 120, 134); text-decoration: none; margin: 0px;">https://eccv.ecva.net/Conferences/2024/AuthorGuide</a></span><span style="color: rgb(0, 0, 0);">)).
</span></div>
<div style="direction: ltr; text-align: justify; text-indent: 0px; white-space: pre-wrap; margin: 20px 0px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);">
<b><u>WORKSHOP PROCEEDINGS</u></b> </div>
<div style="direction: ltr; text-align: justify; text-indent: 0px; white-space: pre-wrap; margin: 20px 0px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);">
All accepted contributed papers will appear in the ECCV2024 workshop proceedings. </div>
<div style="direction: ltr; text-align: left; text-indent: 0px; white-space: pre-wrap; margin: 0px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);">
</div>
<div style="direction: ltr; text-align: justify; text-indent: 0px; white-space: pre-wrap; margin: 20px 0px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);">
<b><u>WORKSHOP ORGANIZERS</u> </b> </div>
<div style="direction: ltr; text-align: left; text-indent: 0px; white-space: pre-wrap; margin: 0px 0px 2px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);">
Nouria Lakhdar Ghazal - Mohammed V University of Rabat, Morocco </div>
<div style="direction: ltr; text-align: left; text-indent: 0px; white-space: pre-wrap; margin: 0px 0px 2px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);">
Simone Palazzo – University of Catania, Italy </div>
<div style="direction: ltr; text-align: left; text-indent: 0px; white-space: pre-wrap; margin: 0px 0px 2px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);">
Matteo Pennisi - Campus Bio Medico Rome, Italy </div>
<div style="direction: ltr; text-align: left; text-indent: 0px; white-space: pre-wrap; margin: 0px 0px 2px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);">
Federica Proietto Salanitri - University of Catania, Italy </div>
<div style="direction: ltr; text-align: left; text-indent: 0px; white-space: pre-wrap; margin: 0px 0px 2px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);">
Shanmuganathan Raman - Indian Institute of Technology, India </div>
<div style="direction: ltr; text-align: left; text-indent: 0px; white-space: pre-wrap; margin: 0px 0px 2px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);">
Concetto Spampinato - University of Catania, Italy </div>
<div style="direction: ltr; text-align: left; text-indent: 0px; white-space: pre-wrap; margin: 0px 0px 2px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);">
Andreas Tolias - University of Houston, Texas </div>
<div style="direction: ltr; text-align: left; text-indent: 0px; white-space: pre-wrap; margin: 0px 0px 2px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);">
Jonathan Xu - University of Waterloo, Canada </div>
<div style="direction: ltr; text-align: left; text-indent: 0px; white-space: pre-wrap; margin: 0px 0px 2px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);">
</div>
<div style="direction: ltr; text-align: left; text-indent: 0px; white-space: pre-wrap; margin: 0px 0px 2px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);">
</div>
<div style="direction: ltr; text-align: center; text-indent: 0px; white-space: pre-wrap; margin: 0px 0px 2px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);">
We hope to see you in Milan! </div>
<div style="direction: ltr; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);">
<br>
</div>
</body>
</html>