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DTSTART:20261101T010000
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DESCRIPTION:The discussion will explore Common-Sense Bias Discovery (CSBD)\, a novel method leveraging image descriptions to identify and mitigate biases in image classification by adjusting sampling weights\, significantly outperforming current bias mitigation techniques without needing sensitive labels.\n\nThe associated paper for the session is @ https://arxiv.org/abs/2401.13213 https://arxiv.org/abs/2401.13213\n\nMiao's Bio: Miao is a a CS Ph.D. student at New York University (NYU) and a Graduate Researcher at the The Visualization and Data Analytics Research Center at NYU. (https://vida.engineering.nyu.edu/) Her research direction lies at the intersection of computer vision and fairness/bias mitigation\, applied on real-world environmental and healthcare problems. \n\n\n\n------\n\nPowered by addevent.com \nShare your next event with us!\n
X-ALT-DESC;FMTTYPE=text/html:The discussion will explore Common-Sense Bias Discovery (CSBD), a novel method leveraging image descriptions to identify and mitigate biases in image classification by adjusting sampling weights, significantly outperforming current bias mitigation techniques without needing sensitive labels.<br><br>The associated paper for the session is @ <a href="https://arxiv.org/abs/2401.13213"><u>https://arxiv.org/abs/2401.13213</u></a><br><br>Miao's Bio: Miao is a a CS Ph.D. student at New York University (NYU) and a Graduate Researcher at the The Visualization and Data Analytics Research Center at NYU. (<a href="https://vida.engineering.nyu.edu/">https://vida.engineering.nyu.edu/</a>) Her research direction lies at the intersection of computer vision and fairness/bias mitigation, applied on real-world environmental and healthcare problems. <br><br><br /><br />------<br /><br />Powered by addevent.com <br>Share your next event with us!<br>
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SUMMARY:[C4AI] Miao Zhang - Common-Sense Bias Discovery and Mitigation for Classification Tasks
DTSTART;TZID=America/Los_Angeles:20240813T080000
DTEND;TZID=America/Los_Angeles:20240813T090000
DTSTAMP:20260810T063346Z
TRANSP:OPAQUE
STATUS:CONFIRMED
SEQUENCE:0
LOCATION:https://meet.google.com/dhk-skzx-uqi?hs=122&authuser=0
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