<html><body><font face="Tahoma" size="2"><font face="Tahoma" size="2"><font face="Tahoma" size="2"><div dir="ltr" style=""><div class="gmail_quote" style=""><div dir="ltr" style=""><div class="gmail_quote" style=""><div dir="ltr" style=""><div id="m_-8562893669363151617m_-6103388469858288929divtagdefaultwrapper" dir="ltr" style="font-family: Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);"><span style="font-size: 12.79px;">## CALL FOR PAPERS (CFP) ##</span></div><div id="m_-8562893669363151617m_-6103388469858288929divtagdefaultwrapper" dir="ltr" style=""><div id="m_-8562893669363151617m_-6103388469858288929Signature" style="">
<font size="1" style="color: rgb(0, 0, 0); font-family: Calibri, Helvetica, sans-serif; font-size: 12pt;"><span style="font-size:12.79px">CVPR International Workshop on</span></font><br>
<font size="1" style="color: rgb(0, 0, 0); font-family: Calibri, Helvetica, sans-serif; font-size: 12pt;"><span style="font-size:12.79px">‘Mutual Benefits of Cognitive and Computer Vision (</span></font><font size="1" style="color: rgb(0, 0, 0); font-family: Calibri, Helvetica, sans-serif; font-size: 12pt;"><span style="font-size:12.79px">MBCC</span></font><font size="1" style="color: rgb(0, 0, 0); font-family: Calibri, Helvetica, sans-serif; font-size: 12pt;"><span style="font-size:12.79px">)’</span></font><br>
<font size="1" style="color: rgb(0, 0, 0); font-family: Calibri, Helvetica, sans-serif; font-size: 12pt;"><span style="font-size:12.79px"><font size="1"><span style="font-size:12.79px">22</span></font> June 2018</span></font><br>
<font size="1" style="color: rgb(0, 0, 0); font-family: Calibri, Helvetica, sans-serif; font-size: 12pt;"><span style="font-size:12.79px">Salt Lake City </span></font><br>
<font size="1" style="color: rgb(0, 0, 0); font-family: Calibri, Helvetica, sans-serif; font-size: 12pt;"><span style="font-size:12.79px">(</span></font><a onclick="return checkLinkHref(this.href);" target="_blank" x_onclick="return checkLinkHref(this.href);" x_x_onclick="return checkLinkHref(this.href);" href="https://sites.google.com/site/mbcc2018w/home" rel="noopener noreferrer" id="m_-8562893669363151617m_-6103388469858288929LPlnk189796" title="Ctrl+Click or tap to follow the link" style="color: rgb(0, 0, 0); font-family: Calibri, Helvetica, sans-serif; font-size: 12pt;"><font size="1"><span style="font-size:12.79px">https://sites.google.com/site<wbr>/mbcc2018w/home</span></font></a><font size="1" style="color: rgb(0, 0, 0); font-family: Calibri, Helvetica, sans-serif; font-size: 12pt;"><span style="font-size:12.79px">)</span></font>
<div id="m_-8562893669363151617m_-6103388469858288929LPBorder_GT_15173131753280.22514668510074365" style="color: rgb(0, 0, 0); font-family: Calibri, Helvetica, sans-serif; font-size: 12pt; margin-bottom: 20px; overflow: auto; width: 100%; text-indent: 0px;">
<table id="m_-8562893669363151617m_-6103388469858288929LPContainer_15173131753180.007564496766742201" style="width:90%;background-color:rgb(255,255,255);overflow:auto;padding-top:20px;padding-bottom:20px;margin-top:20px;border-top:1px dotted rgb(200,200,200);border-bottom:1px dotted rgb(200,200,200)" cellspacing="0">
<tbody>
<tr style="border-spacing:0px" valign="top">
<td id="m_-8562893669363151617m_-6103388469858288929ImageCell_15173131753200.7508769996829766" colspan="1" style="width:250px;display:table-cell;padding-right:20px">
<div id="m_-8562893669363151617m_-6103388469858288929LPImageContainer_15173131753200.156403772512133" style="background-color:rgb(255,255,255);height:86px;margin:auto;display:table;width:250px">
<a onclick="return checkLinkHref(this.href);" target="_blank" x_onclick="return checkLinkHref(this.href);" x_x_onclick="return checkLinkHref(this.href);" id="m_-8562893669363151617m_-6103388469858288929LPImageAnchor_15173131753220.2369079879631807" href="https://sites.google.com/site/mbcc2018w/home" style="display:table-cell;text-align:center"><img id="m_-8562893669363151617m_-6103388469858288929LPThumbnailImageID_15173131753220.13814160581835377" style="display:inline-block;max-width:250px;max-height:250px;height:86px;width:250px;border-width:0px;vertical-align:bottom" height="86" width="250" src="https://sites.google.com/site/mbcc2018w/_/rsrc/1516380461861/config/customLogo.gif?revision=35"></a></div>
</td>
<td id="m_-8562893669363151617m_-6103388469858288929TextCell_15173131753230.6579516779813288" colspan="2" style="vertical-align:top;padding:0px;display:table-cell">
<div id="m_-8562893669363151617m_-6103388469858288929LPRemovePreviewContainer_15173131753240.9249164018132017"></div>
<div id="m_-8562893669363151617m_-6103388469858288929LPTitle_15173131753250.9755033989054753" style="color:rgb(0,120,215);font-weight:400;font-size:21px;font-family:"wf_segoe-ui_light","Segoe UI Light","Segoe WP Light","Segoe UI","Segoe WP",Tahoma,Arial,sans-serif;line-height:21px">
<a onclick="return checkLinkHref(this.href);" target="_blank" x_onclick="return checkLinkHref(this.href);" x_x_onclick="return checkLinkHref(this.href);" id="m_-8562893669363151617m_-6103388469858288929LPUrlAnchor_15173131753250.9352769633212817" href="https://sites.google.com/site/mbcc2018w/home" style="text-decoration:none">mbcc2018w</a></div>
<div id="m_-8562893669363151617m_-6103388469858288929LPMetadata_15173131753270.33088774770541474" style="margin:10px 0px 16px;color:rgb(102,102,102);font-weight:400;font-family:"wf_segoe-ui_normal","Segoe UI","Segoe WP",Tahoma,Arial,sans-serif;font-size:14px;line-height:14px">
<a onclick="return checkLinkHref(this.href);" target="_blank" x_onclick="return checkLinkHref(this.href);" x_x_onclick="return checkLinkHref(this.href);" href="http://sites.google.com">sites.google.com</a></div>
</td>
</tr>
</tbody>
</table>
</div>
<font size="1" style="color: rgb(0, 0, 0); font-family: Calibri, Helvetica, sans-serif; font-size: 12pt;"><span style="font-size:12.79px">_____________</span></font><br>
<font size="1" style="color: rgb(0, 0, 0); font-family: Calibri, Helvetica, sans-serif; font-size: 12pt;"><span style="font-size:12.79px">Aim and Scope</span></font>
<div style="color: rgb(0, 0, 0); font-family: Calibri, Helvetica, sans-serif; font-size: 12pt;"><font size="1"><span style="font-size:12.79px">-----------------------<br>
As researchers working at the intersection of biological and machine vision, we have noticed an increasing interest in both communities to understand and improve on each other’s insights. Recent advances in machine learning (especially deep learning) have led
to unprecedented improvements in computer vision. These deep learning algorithms have revolutionized computer vision, and now rival humans at some narrowly defined tasks such as object recognition (e.g., the ImageNet Large Scale Visual Recognition Challenge).
In spite of these advances, the existence of adversarial images (some of which have perturbations imperceptible to humans) and rather poor generalizability across datasets point out the flaws present in these networks. On the other hand, the human visual system
remains highly efficient at solving real-world tasks and capable of solving many visual tasks. We believe that the time is ripe to have extended discussions and interactions between researchers from both fields in order to steer future research in more fruitful
directions. This workshop will compare human vision to state-of-the-art machine perception methods, with specific emphasis on deep learning models and architectures.<br>
<br>
Our workshop will address many important questions. They include: 1) What are the representational differences between human and machine perception? 2) What makes human vision so effective? and 3) What can we learn from human vision research? Addressing these
questions is not as difficult as previously thought due to technological advancements in both computational science and neuroscience. We can now measure human behavior precisely and collect huge amounts of neurophysiological data using EEG and fMRI. This places
us in a unique position to compare state-of-the-art computer vision models and human behavioral/neural data, which was impossible to do a few years ago. However, this advantage also comes with its own set of problems: Which task/metric to use for comparison?
What are the representational similarities? How different are the computations in a biological visual system when compared to an artificial vision system? How does human vision achieve invariance?<br>
<br>
This workshop is a great opportunity for researchers working on human and/or machine perception to come together and discuss plausible solutions to some of the aforementioned problems.<br>
<br>
</span></font></div>
<div style="color: rgb(0, 0, 0); font-family: Calibri, Helvetica, sans-serif; font-size: 12pt;"><font size="1"><span style="font-size:12.79px">______________________________<wbr>____________<br>
Topics for submission include but are not limited to:<br>
------------------------------<wbr>------------------------------<wbr>-------------<br>
o architectures for processing visual information in the human brain and computer vision (e.g. feedforward vs feedback, shallow vs deep networks, residual, recurrent, etc)<br>
o limitations of existing computer vision/deep learning systems compared to human vision<br>
o learning rules employed in computer vision and by the brain (e.g. unsupervised/semi-supervised learning, Hebb rule, Spike timing dependent plasticity)<br>
o representations/features in humans and computer vision<br>
o tasks/metrics to compare human and computer vision (e.g. eye fixation, reaction time, rapid categorization, visual search)<br>
o new benchmarks (e.g. datasets)<br>
o generalizability of machine representation to other tasks<br>
o new techniques to measure and analyze human psychophysics and neural signals<br>
o the problem on invariant learning<br>
o conducting large-scale behavioral and physiological experiments (e.g., fMRI, cell recording)<br>
<br>
______________<br>
Invited Speakers</span></font></div>
<div style="color: rgb(0, 0, 0); font-family: Calibri, Helvetica, sans-serif; font-size: 12pt;"><font size="1"><span style="font-size:12.79px">------------------------<br>
We have invited leading researchers from both Cognitive Science and Computer Vision to inspire discussions and collaborations.<br>
<br>
</span></font></div>
<div style="color: rgb(0, 0, 0); font-family: Calibri, Helvetica, sans-serif; font-size: 12pt;"><font size="1"><span style="font-size:12.79px">1. TBA<br>
2. TBA<br>
<br>
___________________<br>
Submission Guidelines<br>
------------------------------<wbr>---</span></font></div>
<div style="color: rgb(0, 0, 0); font-family: Calibri, Helvetica, sans-serif; font-size: 12pt;"><font size="1"><span style="font-size:12.79px">We are inviting both full paper (5-8 pages) and extended abstract (2-4 pages) submissions to the workshop. Submitted papers must follow the CVPR paper format and guidelines (available on the CVPR 2018 webpage).
All submissions will be handled via the CMT website: <a onclick="return checkLinkHref(this.href);" target="_blank" x_onclick="return checkLinkHref(this.href);" x_x_onclick="return checkLinkHref(this.href);" href="https://cmt3.research.microsoft.com/MBCC2018/" rel="noopener noreferrer" id="m_-8562893669363151617m_-6103388469858288929LPlnk298356"><span style="color:rgb(255,0,0)">https://cmt3.research<wbr>.microsoft.com/MBCC2018/</span></a><span style="color:rgb(255,0,0)"> </span><br>
<br>
Full papers: The submitted papers should have a maximum length of 8 pages, including figures and tables; additional pages must contain only cited references. The review will be double-blind. Please make sure all authors or references to authors are anonymized.
Full paper submissions must not have been published before.<br>
<br>
Extended abstracts: We invite submissions of extended abstracts of ongoing or already published work as well as demos or prototype systems (CVPR format). Authors are given the opportunity to present their work to the right audience. The review will be single-blind.<br>
<br>
______________<br>
Important Dates<br>
------------------------<br>
Full Paper submission: March 10th, 2018<br>
Extended Abstract submission: March 20th, 2018<br>
Notification of acceptance: April 1st, 2018<br>
Camera-ready paper due: April 7th, 2018<br>
Workshop: June 22nd, 2018 <br>
<br>
</span></font></div>
<div style="color: rgb(0, 0, 0); font-family: Calibri, Helvetica, sans-serif; font-size: 12pt;"><font size="1"><span style="font-size:12.79px">_____________________________<br>
</span></font></div>
<div style="color: rgb(0, 0, 0); font-family: Calibri, Helvetica, sans-serif; font-size: 12pt;"><font size="1"><span style="font-size:12.79px">Workshop Organizing Committee<br>
------------------------------<wbr>---------------------<br>
Ali Borji, University of Central Florida<br>
Krista A. Ehinger, York University<br>
Odelia Schwartz, <span class="m_-8562893669363151617m_-6103388469858288929st">University of Miami</span><br>
Gregory Zelinsky, Strony Brook University<br>
Hamed R. Tavakoli, Aalto University<br>
</span></font></div>
<div style=""><font size="1" style="color: rgb(0, 0, 0); font-family: Calibri, Helvetica, sans-serif; font-size: 12pt;"><span style="font-size:12.79px">_______<br>
Contact</span></font><br style="font-size: 12.79px;"><span style="color: rgb(0, 0, 0); font-family: Calibri, Helvetica, sans-serif; font-size: 12.79px;">---------</span><span style="font-family: Calibri, Helvetica, sans-serif; font-size: 12.79px;">--</span><span style="font-family: Calibri, Helvetica, sans-serif; font-size: 12.79px;">--</span></div><div style=""><span style="color: rgb(0, 0, 0); font-family: Calibri, Helvetica, sans-serif; font-size: 12.79px;">Ali Borji, </span><font face="Calibri, Helvetica, sans-serif"><span style="font-size: 12.79px;"><a onclick="return checkLinkHref(this.href);" target="_blank" x_onclick="return checkLinkHref(this.href);" href="mailto:aborji@crcv.ucf.edu">aborji@crcv.ucf.edu</a></span></font><br style="font-size: 12.79px;"><span style="color: rgb(0, 0, 0); font-family: Calibri, Helvetica, sans-serif; font-size: 12.79px;">Krista A. Ehinger, </span><font face="Calibri, Helvetica, sans-serif"><span style="font-size: 12.79px;"><a onclick="return checkLinkHref(this.href);" target="_blank" x_onclick="return checkLinkHref(this.href);" href="mailto:kehinger@yorku.ca">kehinger@yorku.ca</a></span></font><br style="font-size: 12.79px;"><span style="color: rgb(0, 0, 0); font-family: Calibri, Helvetica, sans-serif; font-size: 12.79px;">Hamed R. Tavakoli, </span><font style=""><font face="Calibri, Helvetica, sans-serif"><span style="font-size: 12.79px;"><a onclick="return checkLinkHref(this.href);" target="_blank" x_onclick="return checkLinkHref(this.href);" href="mailto:hamed.r-tavakoli@aalto.fi">hamed.r-tavakoli@aalto.fi</a></span></font><br>
<br>
</font></div>
</div></div></div></div></div></div><br></div></font></font></font></body></html>