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<p class="gmail-m_1552985531331129007gmail-p1" style="font-style:normal;font-variant:normal;font-weight:normal;letter-spacing:normal;text-align:start;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:rgb(255,255,255);text-decoration-style:initial;text-decoration-color:initial;margin:0px;font-stretch:normal;font-size:13px;line-height:normal;font-family:Arial;color:rgb(35,35,35)"><span class="gmail-m_1552985531331129007gmail-s1" style="font-kerning:none">

</span></p><div class="gmail_default" style="color:rgb(34,34,34);font-size:12.8px;font-style:normal;font-variant-ligatures:normal;font-variant-caps:normal;font-weight:400;letter-spacing:normal;text-align:start;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;text-decoration-style:initial;text-decoration-color:initial;background-color:rgb(255,255,255)"><font color="#000000" face="arial, helvetica, sans-serif" style="">When:     Wednesday, February 7th <span class="gmail-m_-681226243108775954gmail-m_-4338767794047815756gmail-m_7960197898027616883gmail-m_8692226636264124041gmail-m_2794822896869921223gmail-m_7508998950622620526gmail-m_-7153355664495542534gmail-il" style="">at</span> <b style="background-color:rgb(255,255,255)">10:30am</b></font></div><div class="gmail_default" style="color:rgb(34,34,34);font-size:12.8px;font-style:normal;font-variant-ligatures:normal;font-variant-caps:normal;font-weight:400;letter-spacing:normal;text-align:start;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;text-decoration-style:initial;text-decoration-color:initial;background-color:rgb(255,255,255)"><font color="#000000" face="arial, helvetica, sans-serif"><br></font></div><div class="gmail_default" style="color:rgb(34,34,34);font-size:12.8px;font-style:normal;font-variant-ligatures:normal;font-variant-caps:normal;font-weight:400;letter-spacing:normal;text-align:start;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;text-decoration-style:initial;text-decoration-color:initial;background-color:rgb(255,255,255)"><font color="#000000" face="arial, helvetica, sans-serif">Where:    <span class="gmail-m_-681226243108775954gmail-m_-4338767794047815756gmail-m_7960197898027616883gmail-m_8692226636264124041gmail-m_2794822896869921223gmail-m_7508998950622620526gmail-m_-7153355664495542534gmail-m_8421504075585210435gmail-m_3262824545120381495gmail-m_-1141671822915777344gmail-m_-7219251726624328345gmail-m_-8588148075564318222gmail-m_-8767966813928691312gmail-m_-1542318334608687154gmail-m_5717104778280916634gmail-m_4845490158781220632gmail-m_5124567205141626540gmail-m_3209361100497750746gmail-m_2953668934074478317gmail-m_-3155518689668024534m_9067904842688472155gmail-m_3071693547520408192gmail-il"><span class="gmail-m_-681226243108775954gmail-m_-4338767794047815756gmail-m_7960197898027616883gmail-m_8692226636264124041gmail-m_2794822896869921223gmail-m_7508998950622620526gmail-m_-7153355664495542534gmail-il">TTIC</span></span>, 6045 S Kenwood Avenue, 5th Floor, Room 526</font></div><div class="gmail_default" style="color:rgb(34,34,34);font-size:12.8px;font-style:normal;font-variant-ligatures:normal;font-variant-caps:normal;font-weight:400;letter-spacing:normal;text-align:start;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;text-decoration-style:initial;text-decoration-color:initial;background-color:rgb(255,255,255)"><font color="#000000" face="arial, helvetica, sans-serif"><br></font></div><div style="text-align:start;text-indent:0px;text-decoration-style:initial;text-decoration-color:initial;background-color:rgb(255,255,255)"><font face="arial, helvetica, sans-serif"><font color="#000000" style="color:rgb(34,34,34);font-size:12.8px;font-style:normal;font-variant-ligatures:normal;font-variant-caps:normal;font-weight:400;letter-spacing:normal;text-transform:none;white-space:normal;word-spacing:0px">Who:       </font><font color="#000000"><span style="font-size:12.8px">Genevieve Patterson, Microsoft Research</span></font><span style="color:rgb(0,0,0);font-size:12.8px;font-style:normal;font-variant-ligatures:normal;font-variant-caps:normal;font-weight:400;letter-spacing:normal;text-transform:none;white-space:normal;word-spacing:0px">       </span></font></div>

<font face="arial, helvetica, sans-serif"><br></font><p></p><p class="gmail-m_1552985531331129007gmail-p1" style="font-style:normal;font-variant:normal;font-weight:normal;letter-spacing:normal;text-align:start;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:rgb(255,255,255);text-decoration-style:initial;text-decoration-color:initial;margin:0px;font-stretch:normal;font-size:13px;line-height:normal;color:rgb(35,35,35)"><font face="arial, helvetica, sans-serif">Title: Uncommon Sense: Using Neural Networks for Exploration and Creativity<br></font></p><p class="gmail-m_1552985531331129007gmail-p2" style="font-style:normal;font-variant:normal;font-weight:normal;letter-spacing:normal;text-align:start;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:rgb(255,255,255);text-decoration-style:initial;text-decoration-color:initial;margin:0px;font-stretch:normal;font-size:13px;line-height:normal;color:rgb(35,35,35);min-height:15px"><font face="arial, helvetica, sans-serif"><span class="gmail-m_1552985531331129007gmail-s1" style="font-kerning:none"></span><br></font></p><p class="gmail-m_1552985531331129007gmail-p1" style="font-style:normal;font-variant:normal;font-weight:normal;letter-spacing:normal;text-align:start;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:rgb(255,255,255);text-decoration-style:initial;text-decoration-color:initial;margin:0px;font-stretch:normal;font-size:13px;line-height:normal;color:rgb(35,35,35)"><span class="gmail-m_1552985531331129007gmail-s1" style="font-kerning:none"><font face="arial, helvetica, sans-serif">Abstract: In this talk, I investigate new ways for humans and AI systems to collaborate. I am interested in problems where pure automation is not the goal. For example, deep networks can automatically detect the presence of cancer in a mammogram but can’t tell us what avenues we should pursue in cancer research. I will discuss several recent projects where AI supports users' work and creativity. My first project will demo a system for ML supported rotoscoping, an expensive post-processing technique commonly used in filmmaking. My second project explores collaboration between DNNs and radiologists to generate explanations of neural network diagnoses. I'll conclude with a quick introduction to my current work using deep learning to help people write better jokes. Through these projects, I hope to demonstrate novel interactions between AI and humans.</font></span></p><p class="gmail-m_1552985531331129007gmail-p2" style="font-style:normal;font-variant:normal;font-weight:normal;letter-spacing:normal;text-align:start;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:rgb(255,255,255);text-decoration-style:initial;text-decoration-color:initial;margin:0px;font-stretch:normal;font-size:13px;line-height:normal;color:rgb(35,35,35);min-height:15px"><font face="arial, helvetica, sans-serif"><span class="gmail-m_1552985531331129007gmail-s1" style="font-kerning:none"></span><br></font></p><p class="gmail-m_1552985531331129007gmail-p1" style="font-style:normal;font-variant:normal;font-weight:normal;letter-spacing:normal;text-align:start;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:rgb(255,255,255);text-decoration-style:initial;text-decoration-color:initial;margin:0px;font-stretch:normal;font-size:13px;line-height:normal;color:rgb(35,35,35)"><font face="arial, helvetica, sans-serif"><span class="gmail-m_1552985531331129007gmail-s1" style="font-kerning:none">Bio: </span>Genevieve Patterson studies interactive Computer Vision systems. Her interests include visual attribute discovery, crowd-powered dataset annotation, fine-grained object recognition, and active learning. Her work has appeared at CVPR and HCOMP, where her paper introducing a system for crowdsourced one-shot object detection was finalist for Best Paper in 2015. She received her PhD from Brown University in 2016 under the direction James Hays (now of Georgia Tech). </font></p><p class="gmail-m_1552985531331129007gmail-p2" style="font-style:normal;font-variant:normal;font-weight:normal;letter-spacing:normal;text-align:start;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:rgb(255,255,255);text-decoration-style:initial;text-decoration-color:initial;margin:0px;font-stretch:normal;font-size:13px;line-height:normal;color:rgb(35,35,35);min-height:15px"><font face="arial, helvetica, sans-serif"><span class="gmail-m_1552985531331129007gmail-s1" style="font-kerning:none"></span></font></p><p class="gmail-m_1552985531331129007gmail-p2" style="font-style:normal;font-variant:normal;font-weight:normal;letter-spacing:normal;text-align:start;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:rgb(255,255,255);text-decoration-style:initial;text-decoration-color:initial;margin:0px;font-stretch:normal;font-size:13px;line-height:normal;color:rgb(35,35,35);min-height:15px"><font face="arial, helvetica, sans-serif"><br></font></p><p class="gmail-m_1552985531331129007gmail-p2" style="font-style:normal;font-variant:normal;font-weight:normal;letter-spacing:normal;text-align:start;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:rgb(255,255,255);text-decoration-style:initial;text-decoration-color:initial;margin:0px;font-stretch:normal;font-size:13px;line-height:normal;color:rgb(35,35,35);min-height:15px"><font face="arial, helvetica, sans-serif">Host: <a href="mailto:gregory@ttic.edu">Greg Shakhnarovich</a></font></p><font face="arial, helvetica, sans-serif"><br class="gmail-Apple-interchange-newline">

</font><div><font face="arial, helvetica, sans-serif"><br></font></div><div><br></div><br clear="all"><div><div class="gmail_signature"><div dir="ltr"><div><div dir="ltr"><div><div dir="ltr"><div><div dir="ltr"><font face="arial, helvetica, sans-serif">Mary C. Marre</font><div><font face="arial, helvetica, sans-serif">Administrative Assistant</font></div><div><i><font face="arial, helvetica, sans-serif" color="#3d85c6"><b>Toyota Technological Institute</b></font></i></div><div><i><font face="arial, helvetica, sans-serif" color="#3d85c6">6045 S. Kenwood Avenue</font></i></div><div><i><font face="arial, helvetica, sans-serif" color="#3d85c6">Room 504</font></i></div><div><i><font face="arial, helvetica, sans-serif" color="#3d85c6">Chicago, IL  60637</font></i></div><div><i><font face="arial, helvetica, sans-serif">p:(773) 834-1757</font></i></div><div><i><font face="arial, helvetica, sans-serif">f: (773) 357-6970</font></i></div><div><b><i><a href="mailto:mmarre@ttic.edu" target="_blank"><font face="arial, helvetica, sans-serif">mmarre@ttic.edu</font></a></i></b></div></div></div></div></div></div></div></div></div></div>
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