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<span style="font-family: Calibri, sans-serif, serif, EmojiFont; color: black; background-color: white;">Dear Colleagues,</span></div>
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Please find below the invitation to contribute to the <a title="https://affective-behavior-analysis-in-the-wild.github.io/10th" class="OWAAutoLink" id="OWA82e3febc-390b-cea9-9881-267365de0a3f" href="https://affective-behavior-analysis-in-the-wild.github.io/10th">
10</a><span style="color: blue;"><b><u><a title="https://affective-behavior-analysis-in-the-wild.github.io/10th" class="OWAAutoLink" id="OWAb7973d92-5860-4815-0a56-42f3635715a5" href="https://affective-behavior-analysis-in-the-wild.github.io/10th">th Workshop
and Competition on Affective & Behavior Analysis in-the-wild (ABAW)</a></u></b></span> to be held in conjunction with the
<u>IEEE Computer Vision and Pattern Recognition Conference (CVPR), 2026</u>.</div>
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(1): The <b><i>Competition</i></b> is split into the below <b>six Challenges</b>:</div>
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<u>Valence-Arousal Estimation Challenge</u></div>
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<u>Expression Recognition Challenge</u></div>
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<u>Action Unit Detection Challenge</u></div>
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<u>Fine-grained Violence Detection Challenge</u></div>
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<u>Emotional Mimicry Intensity Estimation Challenge</u></div>
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<span style="font-weight: 500;"><u>Ambivalence/Hesitancy (AH) Video Recognition </u>
</span><u>Challenge</u></div>
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The first 3 Challenges are based on an augmented version of the Aff-Wild2 database; the 4th Challenge is based on the DVD database; the 5th Challenge is based on the Hume-Vidmimic2 dataset; and the 6th Challenge is based on the BAH dataset. More details can
be found <a style="margin-top: 0px; margin-bottom: 0px;" class="OWAAutoLink" id="OWA85d0f439-037e-1e60-132e-e4a3fd4ee6c7" href="https://affective-behavior-analysis-in-the-wild.github.io/10th">
here</a>.</p>
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All accepted papers from the Competition will be part of the CVPR 2026 proceedings.</div>
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<b>Important Dates</b>:</div>
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<span role="presentation" style="font-family: Calibri, Helvetica, sans-serif, serif, EmojiFont; font-size: 12pt; color: black; line-height: normal;"><i>Call for participation announced, team registration begins, data available: </i></span></li></ul>
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<span style="font-family: Calibri, Helvetica, sans-serif, serif, EmojiFont; font-size: 12pt; color: black; line-height: normal;"><i>31January, 2026</i></span></p>
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<span role="presentation" style="font-family: Calibri, Helvetica, sans-serif, serif, EmojiFont; font-size: 12pt; color: black; line-height: normal;"><i>Final submission deadline:</i></span></li></ul>
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<span style="font-family: Calibri, Helvetica, sans-serif, serif, EmojiFont; font-size: 12pt; color: black; line-height: normal;"><i>15 March, 2026</i></span></p>
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<span role="presentation" style="font-family: Calibri, Helvetica, sans-serif, serif, EmojiFont; font-size: 12pt; color: black; line-height: normal;"><i>Winners Announcement: </i></span></li></ul>
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<span style="font-family: Calibri, Helvetica, sans-serif, serif, EmojiFont; font-size: 12pt; color: black; line-height: normal;"><i>17 March, 2026</i></span></p>
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<span role="presentation" style="font-family: Calibri, Helvetica, sans-serif, serif, EmojiFont; font-size: 12pt; color: black; line-height: normal;"><i>Final paper submission deadline: </i></span></li></ul>
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<span style="font-family: Calibri, Helvetica, sans-serif, serif, EmojiFont; font-size: 12pt; color: black; line-height: normal;"><i>18 March, 2026</i></span></p>
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<span role="presentation" style="font-family: Calibri, Helvetica, sans-serif, serif, EmojiFont; font-size: 12pt; color: black; line-height: normal;"><i>Review decisions sent to authors; Notification of acceptance: </i></span></li></ul>
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<span style="font-family: Calibri, Helvetica, sans-serif, serif, EmojiFont; font-size: 12pt; color: black; line-height: normal;"><i> 7 April, 2026</i></span></p>
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<span role="presentation" style="font-family: Calibri, Helvetica, sans-serif, serif, EmojiFont; font-size: 12pt; color: black; line-height: normal;"><i>Camera ready version deadline: </i></span></li></ul>
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<span style="font-family: Calibri, Helvetica, sans-serif, serif, EmojiFont; font-size: 12pt; color: black; line-height: normal;"><i> 10 April, 2026</i></span></p>
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<span style="font-family: Calibri, Helvetica, sans-serif, serif, EmojiFont; font-size: 12pt; color: black;">(2): The
<b>Workshop</b> is a premier platform highlighting the latest advancements in multimodal analysis, generation, modeling, and understanding of human affect and behavior in real-world, unconstrained environments. </span></p>
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<span style="font-family: Calibri, Helvetica, sans-serif, serif, EmojiFont; font-size: 12pt; color: black;">Original high-quality contributions, in terms of databases, surveys, studies, foundation models, techniques and methodologies (either uni-modal or multi-modal;
uni-task or multi-task ones) are solicited on -but are not limited to- the following topics:</span></p>
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<span style="font-family: Calibri, Helvetica, sans-serif, serif, EmojiFont; font-size: 12pt; color: black;">i) facial expression (basic, compound or other) or micro-expression analysis<br>
ii) facial action unit detection<br>
iii) valence-arousal estimation<br>
iv) physiological-based (e.g.,EEG, EDA) affect analysis<br>
v) face recognition, detection or tracking<br>
vi) body recognition, detection or tracking<br>
vii) gesture recognition or detection<br>
viii) pose estimation or tracking<br>
ix) activity recognition or tracking<br>
x) lip reading and voice understanding<br>
xi) face and body characterization (e.g., behavioral understanding)<br>
xii) characteristic analysis (e.g., gait, age, gender, ethnicity recognition)<br>
xiii) group understanding via social cues (e.g., kinship, non-blood relationships, personality)<br>
xiv) video, action and event understanding<br>
xv) digital human modeling<br>
xvi) characteristic analysis (e.g., gait, age, gender, ethnicity recognition)<br>
xvii) violence detection<br>
xviii) autonomous driving<br>
xix) domain adaptation, domain generalisation, few- or zero-shot learning for the above cases<br>
xx) fairness, explainability, interpretability, trustworthiness, privacy-awareness, bias mitigation and/or subgroup distribution shift analysis for the above cases<br>
xxi) editing, manipulation, image-to-image translation, style mixing, interpolation, inversion and semantic diffusion for all afore mentioned cases</span></p>
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<span style="font-family: Calibri, Helvetica, sans-serif, serif, EmojiFont; font-size: 12pt; color: black; line-height: normal;"> </span></p>
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<span style="font-family: Calibri, Helvetica, sans-serif, serif, EmojiFont; font-size: 12pt; color: black; line-height: normal;">Accepted workshop papers will appear at CVPR 2026 proceedings.</span></p>
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<b>Important Dates</b>:</div>
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<i>Paper Submission Deadline: </i> 18<i> March, 2026</i></div>
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<i>Review decisions sent to authors; Notification of acceptance: 7 April, 2026</i></div>
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<i>Camera ready version</i> <i> 10 April, 2026</i></div>
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<b>Chairs</b>:</div>
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<span style="font-family: Calibri, Helvetica, sans-serif, serif, EmojiFont; font-size: 12pt; color: black; line-height: normal;">Dimitrios Kollias, Queen Mary University of London, UK </span></p>
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<span style="font-family: Calibri, Helvetica, sans-serif, serif, EmojiFont; font-size: 12pt; color: black; line-height: normal;">Stefanos Zafeiriou, Imperial College London, UK </span></p>
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<span style="font-family: Calibri, Helvetica, sans-serif, serif, EmojiFont; font-size: 12pt; color: black; line-height: normal;">Irene Kotsia, Cogitat Ltd, UK </span></p>
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<span style="font-family: Calibri, Helvetica, sans-serif, serif, EmojiFont; font-size: 12pt; color: black; line-height: normal;">Panagiotis Tzirakis, Hume AI
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<span style="font-family: Calibri, Helvetica, sans-serif, serif, EmojiFont; font-size: 12pt; color: black; line-height: normal;">Alan Cowen, Google DeepMind</span></p>
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<span style="font-family: Calibri, Helvetica, sans-serif, serif, EmojiFont; font-size: 12pt; color: black; line-height: normal;">Eric Granger, École de technologie supérieure, Canada </span></p>
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<span style="font-family: Calibri, Helvetica, sans-serif, serif, EmojiFont; font-size: 12pt; color: black; line-height: normal;">Marco Pedersoli, École de technologie supérieure, Canada</span></p>
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<span style="font-family: Calibri, Helvetica, sans-serif, serif, EmojiFont; font-size: 12pt; color: black; line-height: normal;">Simon Bacon, Concordia University, Canada </span></p>
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In case of any queries, please contact <span style="color: blue;"><u><a style="color: blue; margin: 0px;" data-safelink="true" data-loopstyle="link" data-linkindex="3" title="mailto:d.kollias@qmul.ac.uk" class="x_x_OWAAutoLink" id="OWAf3ab2a5c-6690-c795-19cc-afaf3cca7d6e" href="mailto:d.kollias@qmul.ac.uk">d.kollias@qmul.ac.uk</a></u></span></div>
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Kind Regards,</div>
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Dimitrios Kollias,</div>
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<span style="background-color: white;">on behalf of the organising committee</span></div>
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<span style="font-family: Calibri, Helvetica, sans-serif; font-size: 10pt; color: rgb(102, 102, 102);">Dr Dimitrios Kollias, PhD,
</span><span style="font-family: Calibri, Helvetica, sans-serif; font-size: 13.3333px; color: rgb(102, 102, 102); background-color: rgb(255, 255, 255);">FHEA</span><span style="font-family: Calibri, Helvetica, sans-serif; font-size: 10pt; color: rgb(102, 102, 102);">, M-IEEE,
M-BMVA, M-AAAI, M-ACM, M-TCPAMI, AM-IAPR</span></p>
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<span style="font-family: Calibri, Helvetica, sans-serif; font-size: 10pt; color: rgb(102, 102, 102); background-color: white;">Associate Professor in Multimodal Artificial Intelligence</span></p>
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<span style="font-family: Calibri, Helvetica, sans-serif; font-size: 10pt; color: rgb(102, 102, 102); background-color: white;">Member of Centre for Multimodal AI </span></p>
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<span style="font-family: Calibri, Helvetica, sans-serif; font-size: 10pt; color: rgb(102, 102, 102); background-color: white;">Affiliate Member of Centre for Human Centred Computing <br>
Member of Centre of Predictive in vitro Models</span></p>
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<span style="font-family: Calibri, Helvetica, sans-serif; font-size: 10pt; color: rgb(102, 102, 102); background-color: white;">Member of Multimedia and Vision Group </span></p>
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<span style="font-family: Calibri, Helvetica, sans-serif; font-size: 10pt; color: rgb(102, 102, 102); background-color: white;">Member of Queen Mary Computer Vision Group </span></p>
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<span style="font-family: Calibri, Helvetica, sans-serif; font-size: 10pt; color: rgb(102, 102, 102); background-color: white;">Associate Member of Centre for Advanced Robotics <br>
Academic Fellow of Digital Environment Research Institute </span></p>
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<span style="font-family: Calibri, Helvetica, sans-serif; font-size: 10pt; color: rgb(102, 102, 102); background-color: white;">Member of Early Life Research Institute</span></p>
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<span style="font-family: Calibri, Helvetica, sans-serif; font-size: 10pt; color: rgb(102, 102, 102);">School of EECS</span></p>
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<span style="font-family: Calibri, Helvetica, sans-serif; font-size: 10pt; color: rgb(102, 102, 102); background-color: rgb(255, 255, 255);">Queen Mary University of London</span></p>
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<span style="font-family: Calibri, Helvetica, sans-serif; font-size: 10pt; color: rgb(32, 31, 30); background-color: white;">========================================================================</span></p>
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