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<div class="elementToProof"><span style="font-family: Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0); background-color: rgb(255, 255, 255);" class="elementToProof"><span class="x_elementToProof" style="font-size:12pt;margin:0px;background-color:rgb(255, 255, 255)"><span style="margin:0px;background-color:rgb(255, 255, 255)"><span class="x_x_elementToProof ContentPasted0" style="margin:0px;color:black"></span></span></span>
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<div style="margin:0px" class="elementToProof"><span style="margin:0px"><span style="font-size:12pt;font-family:"Segoe UI", "Segoe UI Web (West European)", "Segoe UI", -apple-system, "system-ui", Roboto, "Helvetica Neue", sans-serif;margin:0px;color:black;background-color:white"><span style="margin:0px">Dear
Colleagues,</span></span><span style="color:rgb(36, 36, 36);font-family:"Segoe UI", "Segoe UI Web (West European)", "Segoe UI", -apple-system, "system-ui", Roboto, "Helvetica Neue", sans-serif;font-size:15px;background-color:rgb(255, 255, 255);display:inline !important"></span></span></div>
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<div style="margin:0px" class="elementToProof"><span style="margin:0px">Please find below the invitation to contribute to the </span><span style="margin:0px"><b>5th Workshop and Competition on Affective Behavior Analysis in-the-wild (ABAW</b></span><span style="margin:0px">)
to be held in conjunction with</span><span style="margin:0px;text-align:justify"> t</span><span style="margin:0px;text-align:justify">h</span><span style="margin: 0px; text-align: justify; font-family: Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);">e</span><span style="margin: 0px; text-align: left; list-style: none; font-family: Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);"> </span><span style="margin:0px;color:rgb(34, 34, 34);text-align:justify"><span style="font-family: Calibri, Helvetica, sans-serif; font-size: 12pt; display: inline !important; color: rgb(0, 0, 0);"><u>IEEE
Computer Vision and Pattern Recognition Conference (CVPR), 2023</u></span></span><span style="margin: 0px; color: rgb(0, 0, 0); text-align: justify; font-family: Calibri, Helvetica, sans-serif; font-size: 12pt;">.</span><span style="margin:0px;text-align:left;list-style:none"></span></div>
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<div style="margin:0px"><span style="margin:0px"> </span></div>
<div style="margin:0px" class="elementToProof"><span style="margin:0px">(1): The<span style="margin:0px"> </span></span><span style="margin:0px"><i><b>Competition</b></i></span><span style="margin:0px"><span style="margin:0px"> </span>is split into the below<span style="margin:0px"> </span></span><span style="margin:0px"><b>four
Challenges</b></span><span style="margin:0px">:</span></div>
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<li style="font-family: Calibri, Helvetica, sans-serif; font-size: 12pt;" class="elementToProof">
<span style="margin: 0px; font-family: Calibri, Helvetica, sans-serif; font-size: 12pt;"><u>Valence-Arousal Estimation Challenge</u></span><span style="margin:0px"><u><br>
</u></span></li><li style="font-family: Calibri, Helvetica, sans-serif; font-size: 12pt;"><span style="margin: 0px; font-family: Calibri, Helvetica, sans-serif; font-size: 12pt;"><u>Expression Classification Challenge</u></span></li><li style="font-family: Calibri, Helvetica, sans-serif; font-size: 12pt;"><span style="margin: 0px; font-family: Calibri, Helvetica, sans-serif; font-size: 12pt;"><u>Action Unit Detection Challenge</u></span></li><li class="elementToProof" style="font-family: Calibri, Helvetica, sans-serif; font-size: 12pt;">
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<span style="font-family: Calibri, Helvetica, sans-serif; font-size: 12pt; line-height: normal; color: rgb(0, 0, 0);">Emotional Reaction Intensity Estimation </span><span style="font-family: Calibri, Helvetica, sans-serif; font-size: 12pt; line-height: normal; color: rgb(0, 0, 0);"><u class="elementToProof" style="color: inherit; font-style: inherit; font-variant-ligatures: inherit; font-variant-caps: inherit; font-weight: inherit; line-height: normal;">Challenge</u></span></h2>
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<div style="margin:0px" class="elementToProof"><span style="margin:0px"><i>The first 3 Challenges are based on an augmented version of the Aff-Wild2 database, which is an audiovisual in-the-wild database of 594 videos of 584 subjects of around 3M frames; it
contains annotations in terms of </i></span><span style="margin: 0px; font-family: Calibri, Helvetica, sans-serif; font-size: 12pt;"><i>valence-arousal, expressions and action units.</i></span></div>
<div style="margin:0px" class="elementToProof"><span style="margin: 0px; font-family: Calibri, Helvetica, sans-serif; font-size: 12pt;"><i>The last Challenge is based on </i></span><span style="margin:0px"><i><span style="margin: 0px; font-family: Calibri, Helvetica, sans-serif; font-size: 12pt; line-height: normal; list-style: none; text-align: left; color: rgb(34, 34, 34);" class="ContentPasted1">the </span><span style="margin: 0px; font-family: Arial, sans-serif; font-size: 12px; line-height: 1em; list-style: none; text-align: left; color: rgb(34, 34, 34);" class="ContentPasted1"><span style="margin: 0px; font-size: 12pt; font-weight: normal; font-family: Calibri, Helvetica, sans-serif; line-height: normal;" class="ContentPasted1">Hume-Reaction
dataset, which is a </span></span><span style="color: rgb(34, 34, 34); font-family: Calibri, Helvetica, sans-serif; font-size: 12pt; text-align: left; display: inline !important;" class="ContentPasted1">multimodal dataset of about 75 hours of video recordings
of 2222 subjects; it contains continuous annotations for the intensity of 7 emotional experiences.</span></i></span></div>
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<div style="margin:0px"><span style="margin:0px">Participants are invited to participate in at least one of these Challenges.</span></div>
<div style="margin:0px" class="elementToProof"><span style="margin:0px">There will be one winner per Challenge; t<em style="color:rgb(34, 34, 34);font-size:12px;font-family:Arial, sans-serif;text-align:left;list-style:none;margin:0px;line-height:1em"><span style="font-style:normal;font-weight:normal;font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px">he
top-3 performing teams of each Challenge will have to contribute paper(s) describing their approach, methodology and results to our Workshop</span></em><span style="margin:0px;color:rgb(34, 34, 34);text-align:justify">;<span style="margin:0px"> </span><i>the
accepted papers will be part of the CVPR 2023 proceedings;</i> all other teams are also encouraged to submit paper(s) describing their solutions and final results; the accepted papers will be part of the CVPR 2023 proceedings.</span></span></div>
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<div style="margin:0px" class="elementToProof"><span style="margin:0px">More information about the Competition can be found<span style="margin:0px"> <a href="https://ibug.doc.ic.ac.uk/resources/cvpr-2023-5th-abaw/" title="https://ibug.doc.ic.ac.uk/resources/cvpr-2023-5th-abaw/" data-loopstyle="link" id="LPlnk977108">here</a></span></span><span style="margin:0px">.</span></div>
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<div style="margin:0px"><span style="margin:0px"><b>Important Dates</b></span><span style="margin:0px">:</span></div>
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<li><span style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px;color:black"><em style="margin:0px">Call for participation announced, team registration begins, data available: </em></span></li></ul>
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<span style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px;color:black"><em style="text-align:left;margin:0px">13 January, 2023</em></span></p>
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<li><span style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px;color:black"><em style="margin:0px">Final submission deadline:</em></span></li></ul>
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<p style="text-align:justify;margin:0px 0px 5px;line-height:1.4em" class="elementToProof">
<span style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px;color:black">18 March, 2023</span></p>
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<li><span style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px;color:black"><em style="margin:0px">Winners Announcement: </em></span></li></ul>
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<span style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px;color:black"><em style="text-align:left;margin:0px">19 March, 2023</em></span></p>
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<li><span style="margin:0px"><i><span style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px;color:black">Final paper submission deadline</span><span style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px;color:black"><span style="margin:0px">:
</span></span></i></span></li></ul>
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<td style="margin:0px"><span style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px;color:black"><em style="margin:0px"> </em></span></td>
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<span style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px;color:black"><em style="text-align:left;margin:0px">24 March, 2023</em></span></p>
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<li><span style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px;color:black"><em style="margin:0px">Review decisions sent to authors; Notification of acceptance: </em></span></li></ul>
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<span style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px;color:black"><em style="text-align:left;margin:0px"> 3 April, 2023</em></span></p>
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<li><span style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px;color:black"><em style="margin:0px">Camera ready version deadline: </em></span></li></ul>
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<span style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px;color:black"><em style="text-align:left;margin:0px"> 8 April, 2023</em></span></p>
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<div style="margin:0px"><span style="margin:0px"><b>Chairs</b></span><span style="margin:0px">:</span></div>
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<p style="color:rgb(34, 34, 34);font-size:12px;font-family:Arial, sans-serif;text-align:justify;list-style:none;margin:0px 0px 5px;line-height:1.4em">
<span style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px;color:black"></span></p>
<p style="color:rgb(34, 34, 34);font-size:12px;font-family:Arial, sans-serif;background-color:white;list-style:none;margin:0px 0px 5px;line-height:1.4em" class="elementToProof">
<span style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px;color:black">D</span><span style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px;color:black">imitrios Kollias, Queen
Mary University of London, UK</span><span style="font-weight:normal;font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px;color:black;text-align:left"> </span><span style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px;color:black">
</span></p>
<p style="color:rgb(34, 34, 34);font-size:12px;font-family:Arial, sans-serif;text-align:justify;list-style:none;margin:0px 0px 5px;line-height:1.4em">
<span style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px;color:black">Stefanos Zafeiriou, Imperial College London, UK </span></p>
<div style="font-size:12px;line-height:1.4em;font-family:Arial, sans-serif;margin:0px 0px 5px;color:rgb(34, 34, 34);text-align:justify;list-style:none">
<span style="font-weight:normal;font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px;color:black;text-align:left"></span><span style="font-weight:normal;font-size:1em;line-height:1em;margin:0px;text-align:left"><span style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px;color:black"><span style="margin:0px;color:rgb(34, 34, 34)"></span></span></span></div>
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<span style="margin: 0px; font-size: 12pt; font-weight: normal; line-height: normal; text-align: left; font-family: Calibri, Helvetica, sans-serif;"><span style="font-weight:normal;font-size:1em;line-height:1em;font-family:Arial, sans-serif;margin:0px;background-color:rgb(255, 255, 255)"><span style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px" class="ContentPasted2">Panagiotis
Tzirakis</span></span><span style="font-weight:normal;font-size:12pt;margin:0px;background-color:rgb(255, 255, 255)" class="ContentPasted2">, </span><span style="font-weight:normal;font-size:12pt;margin:0px;background-color:rgb(255, 255, 255)" class="ContentPasted2">Hume
AI</span><span style="font-weight:normal;font-size:12pt;margin:0px;background-color:rgb(255, 255, 255)" class="ContentPasted2"> </span><span style="font-weight:normal;font-size:12pt;margin:0px;background-color:rgb(255, 255, 255)" class="ContentPasted2"> </span></span><span style="font-weight: normal; text-align: left; font-family: Calibri, Helvetica, sans-serif; font-size: 12pt; line-height: normal;"> </span><span style="font-weight: normal; text-align: left; font-family: Calibri, Helvetica, sans-serif; font-size: 12pt; line-height: normal;">
</span></p>
<p style="margin:0px 0px 5px;font-family:Arial, sans-serif;font-size:12px;line-height:1.4em;list-style:none;text-align:justify" class="elementToProof">
<span style="margin: 0px; font-size: 12pt; font-weight: normal; line-height: normal; text-align: left; font-family: Calibri, Helvetica, sans-serif;">Alice Baird</span><span style="font-family: Calibri, Helvetica, sans-serif; font-size: 12pt; line-height: normal;">, </span><span style="font-family: Calibri, Helvetica, sans-serif; font-size: 12pt; line-height: normal;"> </span><span style="margin: 0px; font-size: 12pt; font-weight: normal; line-height: normal; text-align: left; font-family: Calibri, Helvetica, sans-serif;">Hume
AI</span><span style="margin: 0px; font-size: 12pt; font-weight: normal; line-height: normal; text-align: left; font-family: Calibri, Helvetica, sans-serif;"> </span><span style="font-family: Calibri, Helvetica, sans-serif; font-size: 12pt; line-height: normal;">
</span></p>
<p style="margin:0px 0px 5px;font-family:Arial, sans-serif;font-size:12px;line-height:1.4em;list-style:none;text-align:justify" class="elementToProof">
<span style="margin: 0px; font-size: 12pt; font-weight: normal; line-height: normal; text-align: left; font-family: Calibri, Helvetica, sans-serif;"><span style="font-weight:normal;font-size:12pt;margin:0px;background-color:rgb(255, 255, 255)" class="ContentPasted3">Alan
Cowen</span><span style="font-size:12pt;margin:0px;text-align:justify;background-color:rgb(255, 255, 255)" class="ContentPasted3">,</span><span style="font-size:12pt;margin:0px;text-align:justify;background-color:rgb(255, 255, 255)" class="ContentPasted3"> </span><span style="font-weight:normal;font-size:12pt;margin:0px;background-color:rgb(255, 255, 255)" class="ContentPasted3">Hume
AI</span><span style="font-weight:normal;font-size:1em;line-height:1em;font-family:Arial, sans-serif;margin:0px;background-color:rgb(255, 255, 255)"><span style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px" class="ContentPasted3"> </span></span>
</span><span style="margin:0px;font-size:1em;font-weight:normal;line-height:1em;text-align:left"> </span></p>
<br class="Apple-interchange-newline">
<p style="color:rgb(34, 34, 34);font-size:12px;font-family:Arial, sans-serif;text-align:justify;list-style:none;margin:0px 0px 5px;line-height:1.4em" class="elementToProof">
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<div style="margin:0px"><span style="margin:0px">(2): The<span style="margin:0px"> </span></span><span style="margin:0px"><b>Workshop</b></span><span style="font-weight:normal;margin:0px"> solicits contributions on</span><span style="margin:0px;text-align:justify"> the
recent progress of recognition, analysis, generation and modelling of face, body, and gesture, while embracing the most advanced systems available for face and gesture analysis, particularly, in-the-wild (i.e., in unconstrained environments) and across modalities
like face to voice. In parallel, this Workshop will solicit contributions towards building fair models that perform well on all subgroups and improve in-the-wild generalisation.</span></div>
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<span style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px"> </span></p>
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<span style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px">Original high-quality contributions, including:</span></p>
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<span style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px"> </span></p>
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<span style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px">- databases or</span></p>
<p style="color:rgb(34, 34, 34);font-size:12px;font-family:Arial, sans-serif;text-align:justify;list-style:none;margin:0px 0px 5px;line-height:1.4em">
<span style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px">- surveys and comparative studies or</span></p>
<p style="color:rgb(34, 34, 34);font-size:12px;font-family:Arial, sans-serif;text-align:justify;list-style:none;margin:0px 0px 5px;line-height:1.4em" class="elementToProof">
<span style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px">- Artificial Intelligence / Machine Learning / Deep Learning / AutoML / (Data-driven or physics-based) Generative </span><span style="font-family: Calibri, Helvetica, sans-serif; font-size: 12pt;">Modelling
Methodologies (either Uni-Modal or Multi-Modal; Uni-Task or Multi-Task ones)</span></p>
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<span style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px"> </span></p>
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<span style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px">are solicited on the following topics:</span></p>
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<span style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px"> </span></p>
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<span style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px">i) "in-the-wild" facial expression or micro-expression analysis,</span></p>
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<span style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px">ii) "in-the-wild" facial action unit detection,</span></p>
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<span style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px">iii) "in-the-wild" valence-arousal estimation,</span></p>
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<span style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px">iv) "in-the-wild" physiological-based (e.g.,EEG, EDA) affect analysis,</span></p>
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<span style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px">v) domain adaptation for affect recognition in the previous 4 cases</span></p>
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<span style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px">vi) "in-the-wild" face recognition, detection or tracking,</span></p>
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<span style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px">vii) "in-the-wild" body recognition, detection or tracking,</span></p>
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<span style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px">viii) "in-the-wild" gesture recognition or detection,</span></p>
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<span style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px">ix) "in-the-wild" pose estimation or tracking,</span></p>
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<span style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px">x) "in-the-wild" activity recognition or tracking,</span></p>
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<span style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px">xi) "in-the-wild" lip reading and voice understanding,</span></p>
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<span style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px">xii) "in-the-wild" face and body characterization (e.g., behavioral understanding),</span></p>
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<span style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px">xiii) "in-the-wild" characteristic analysis (e.g., gait, age, gender, ethnicity recognition),</span></p>
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<span style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px">xiv) "in-the-wild" group understanding via social cues (e.g., kinship, non-blood relationships, personality) </span></p>
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<span style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px">xv) subgroup distribution shift analysis in affect recognition</span></p>
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<span style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px">xvi) subgroup distribution shift analysis in face and body behaviour</span></p>
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<span style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px">xvii) subgroup distribution shift analysis in characteristic analysis</span></p>
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<span style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px;color:black"></span></p>
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<span style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px;color:black"> </span></p>
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<span style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px;color:black">Accepted workshop papers will appear at </span><span style="font-weight:normal;font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px;color:black;text-align:left">CVPR </span><span style="font-weight:normal;font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px;color:black;text-align:left">2023</span><span style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px;color:black"> </span><span style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px;color:black">proceedings.</span></p>
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<span style="margin:0px"><b>Important Dates</b></span><span style="margin:0px">:</span></div>
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<div style="margin:0px" class="elementToProof"><span style="margin:0px"><em style="list-style:none;margin:0px">Paper Submission Deadline: </em></span><span style="margin:0px"> 24 March, 2023</span><br>
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<div style="margin:0px" class="elementToProof"><span style="margin:0px"><em style="list-style:none;margin:0px"><em style="margin:0px">Review decisions sent to authors; Notification of acceptance</em></em></span><span style="margin:0px"><em style="list-style:none;margin:0px">:
3</em></span><span style="margin:0px"> April, 2023</span><br>
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<div style="margin:0px" class="elementToProof"><span style="margin:0px"><em style="list-style:none;margin:0px">Camera ready version</em></span><span style="margin:0px"> 8 April, 2023</span></div>
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<span style="margin:0px;background-color:white"><span style="margin:0px"><b>Chairs</b></span><span style="margin:0px">:</span></span>
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<p style="color:rgb(34, 34, 34);font-size:12px;font-family:Arial, sans-serif;text-align:justify;background-color:white;list-style:none;margin:0px 0px 5px;line-height:1.4em">
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<span style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px;color:black"></span></p>
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<span style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px;color:black" class="ContentPasted4">D</span><span style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px;color:black" class="ContentPasted4">imitrios
Kollias, Queen Mary University of London, UK</span><span style="font-weight:normal;font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px;color:black;text-align:left" class="ContentPasted4"> </span><span style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px;color:black" class="ContentPasted4">
</span></p>
<p style="background-color:rgb(255, 255, 255);color:rgb(34, 34, 34);font-size:12px;font-family:Arial, sans-serif;text-align:justify;list-style:none;margin:0px 0px 5px;line-height:1.4em">
<span style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px;color:black" class="ContentPasted4">Stefanos Zafeiriou, Imperial College London, UK </span></p>
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<span style="font-weight:normal;font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px;color:black;text-align:left"></span><span style="font-weight:normal;font-size:1em;line-height:1em;margin:0px;text-align:left"><span style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px;color:black"><span style="margin:0px;color:rgb(34, 34, 34)"></span></span></span></div>
<p style="background-color:rgb(255, 255, 255);margin:0px 0px 5px;font-family:Arial, sans-serif;font-size:12px;line-height:1.4em;list-style:none;text-align:justify">
<span style="font-weight:normal;font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px;text-align:left"><span style="font-size:1em;line-height:1em;font-family:Arial, sans-serif;margin:0px;background-color:rgb(255, 255, 255)"><span class="ContentPasted2 ContentPasted4" style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px">Panagiotis
Tzirakis</span></span><span class="ContentPasted2 ContentPasted4" style="margin:0px;background-color:rgb(255, 255, 255)">, </span><span class="ContentPasted2 ContentPasted4" style="margin:0px;background-color:rgb(255, 255, 255)">Hume AI</span><span class="ContentPasted2 ContentPasted4" style="margin:0px;background-color:rgb(255, 255, 255)"> </span><span class="ContentPasted2 ContentPasted4" style="margin:0px;background-color:rgb(255, 255, 255)"> </span></span><span style="font-weight:normal;font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px;text-align:left" class="ContentPasted4"> </span><span style="font-weight:normal;font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px;text-align:left" class="ContentPasted4">
</span></p>
<p style="background-color:rgb(255, 255, 255);margin:0px 0px 5px;font-family:Arial, sans-serif;font-size:12px;line-height:1.4em;list-style:none;text-align:justify">
<span style="font-weight:normal;font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px;text-align:left" class="ContentPasted4">Alice Baird</span><span style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px" class="ContentPasted4">, </span><span style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px" class="ContentPasted4"> </span><span style="font-weight:normal;font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px;text-align:left" class="ContentPasted4">Hume
AI</span><span style="font-weight:normal;font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px;text-align:left" class="ContentPasted4"> </span><span style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px" class="ContentPasted4">
</span></p>
<p style="background-color:rgb(255, 255, 255);margin:0px 0px 5px;font-family:Arial, sans-serif;font-size:12px;line-height:1.4em;list-style:none;text-align:justify">
<span style="font-weight:normal;font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px;text-align:left" class="ContentPasted4"><span class="ContentPasted3 ContentPasted4" style="margin:0px;background-color:rgb(255, 255, 255)">Alan
Cowen</span><span class="ContentPasted3 ContentPasted4" style="margin:0px;text-align:justify;background-color:rgb(255, 255, 255)">,</span><span class="ContentPasted3 ContentPasted4" style="margin:0px;text-align:justify;background-color:rgb(255, 255, 255)"> </span><span class="ContentPasted3 ContentPasted4" style="margin:0px;background-color:rgb(255, 255, 255)">Hume
AI</span><span style="font-size:1em;line-height:1em;font-family:Arial, sans-serif;margin:0px;background-color:rgb(255, 255, 255)"><span class="ContentPasted3 ContentPasted4" style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px"> </span></span>
</span></p>
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<span style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px;color:black"></span><span style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px;color:black"><span style="margin:0px"> </span> </span><span style="font-size:12pt;line-height:normal;font-family:Calibri, Helvetica, sans-serif;margin:0px;color:black"> </span></p>
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<div style="margin:0px" class="elementToProof"><span style="margin:0px">In case of any queries, please contact<span style="margin:0px"> </span><a href="mailto:d.kollias@qmul.ac.uk" target="_blank" rel="noopener noreferrer" data-auth="NotApplicable" title="d.kollias@qmul.ac.uk" data-linkindex="1" data-safelink="true" style="margin:0px" data-loopstyle="link">d.kollias@qmul.ac.uk</a></span></div>
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<div style="margin:0px"><span style="margin:0px" class="ContentPasted0">Kind Regards,</span></div>
<div style="margin:0px"><span style="margin:0px" class="ContentPasted0">Dimitrios Kollias,</span></div>
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<span style="font-size:12pt;margin:0px;color:black"><span style="margin:0px"><span style="margin:0px" class="ContentPasted0">on behalf of the organising committee</span></span></span></div>
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<span style="font-size: 10pt; font-family: Calibri, Helvetica, sans-serif;">====================================</span><span style="font-size: small; font-family: Calibri, Arial, Helvetica, sans-serif;"><span style="font-size: 10pt; font-family: Calibri, Helvetica, sans-serif;">====================================</span></span><br>
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<span style="margin:0px;font-size:10pt;font-family:Calibri, Helvetica, sans-serif">D</span><span style="margin:0px;font-size:10pt;font-family:Calibri, Helvetica, sans-serif;color:rgb(0, 0, 0)">r Dimitrios Kollias, PhD, MIEEE, FHEA</span></p>
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<span style="margin:0px;font-size:10pt;font-family:Calibri, Helvetica, sans-serif"></span><span style="margin:0px"><span style="margin:0px;font-size:10pt;font-family:Calibri, Helvetica, sans-serif;color:rgb(0, 0, 0);text-align:center;background-color:white">Lecturer
(Assistant Professor) in Artificial Intelligence</span></span></p>
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<span style="margin:0px"><span style="margin:0px;font-size:10pt;font-family:Calibri, Helvetica, sans-serif;color:rgb(0, 0, 0);text-align:center;background-color:white">Member of Multimedia and Vision (MMV) research group </span></span></p>
<p style="font-size:11pt;font-family:Calibri, sans-serif;background-color:white;margin:0px">
<span style="margin:0px"><span style="margin:0px;font-size:10pt;font-family:Calibri, Helvetica, sans-serif;color:rgb(0, 0, 0);text-align:center;background-color:white">Member of Queen Mary Computer Vision Group </span></span></p>
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<span style="margin:0px"><span style="margin:0px;font-size:10pt;font-family:Calibri, Helvetica, sans-serif;color:rgb(0, 0, 0);text-align:center;background-color:white">Associate Member of Centre for Advanced Robotics (ARQ) </span><span style="margin:0px;font-size:10pt;font-family:Calibri, Helvetica, sans-serif;color:rgb(51, 51, 51);text-align:center;background-color:white"><br>
</span><span style="margin:0px;font-size:10pt;font-family:Calibri, Helvetica, sans-serif;color:rgb(0, 0, 0);text-align:center;background-color:white">Academic Fellow of Digital Environment Research Institute (DERI) </span><span style="margin:0px;font-size:10pt;font-family:Calibri, Helvetica, sans-serif;color:rgb(51, 51, 51);text-align:center;background-color:white"><br>
</span></span></p>
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<span style="margin:0px;font-size:10pt;font-family:Calibri, Helvetica, sans-serif">School of EECS</span></p>
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<span style="margin:0px"><span style="margin:0px;font-size:10pt;font-family:Calibri, Helvetica, sans-serif;background-color:rgb(255, 255, 255);display:inline !important">Queen Mary Un</span><span style="margin:0px;font-size:10pt;font-family:Calibri, Helvetica, sans-serif;background-color:rgb(255, 255, 255);display:inline !important">iversity
of London</span></span></p>
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<span style="margin:0px;font-size:10pt;font-family:Calibri, Helvetica, sans-serif"></span></p>
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<p style="text-align:start;color:rgb(32, 31, 30);font-size:11pt;font-family:Calibri, sans-serif;background-color:white;margin:0px">
<span style="margin:0px;font-size:10pt;font-family:Calibri, Helvetica, sans-serif"></span><span style="margin:0px"><span style="margin:0px;font-size:10pt;font-family:Calibri, Helvetica, sans-serif;background-color:white">====================================</span><span style="margin:0px;font-size:small;font-family:Calibri, Arial, Helvetica, sans-serif;background-color:white"><span style="margin:0px;font-size:10pt;font-family:Calibri, Helvetica, sans-serif;background-color:white">=</span><span style="margin:0px;font-size:10pt;font-family:Calibri, Helvetica, sans-serif">===============<span style="margin:0px;background-color:white">=</span><span style="margin:0px">===============</span><span style="margin:0px;background-color:white">=</span><span style="margin:0px">===</span></span></span></span></p>
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