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4</head><body><div id="__next"><div><nav class="navbar navbar-expand-lg navbar-dark bg-dark"><div class="container"><a class="no-underline text-xl text-white mr-4" href="/">EIFCom</a><button aria-controls="responsive-navbar-nav" type="button" aria-label="Toggle navigation" class="navbar-toggler collapsed"><span class="navbar-toggler-icon"></span></button><div class="navbar-collapse collapse" id="responsive-navbar-nav"><div class="me-auto navbar-nav"><a class="no-underline px-2 py-2 text-gray-400 hover:text-gray-200" href="/">Home</a><a class="no-underline px-2 py-2 text-gray-400 hover:text-gray-200" href="/call_for_papers">Call for papers</a><a class="no-underline px-2 py-2 text-gray-400 hover:text-gray-200" href="/committees">Committees</a><a class="no-underline px-2 py-2 text-gray-400 hover:text-gray-200" href="/technical_program">Program</a><a class="no-underline px-2 py-2 text-gray-400 hover:text-gray-200" href="/paper_submission">Paper Submission</a></div></div></div></nav><div class="banner relative z-0" style="height:20vw"><span style="box-sizing:border-box;display:block;overflow:hidden;width:initial;height:initial;background:none;opacity:1;border:0;margin:0;padding:0;position:absolute;top:0;left:0;bottom:0;right:0"><img alt="banner" src="data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7" decoding="async" data-nimg="fill" class="object-cover" style="position:absolute;top:0;left:0;bottom:0;right:0;box-sizing:border-box;padding:0;border:none;margin:auto;display:block;width:0;height:0;min-width:100%;max-width:100%;min-height:100%;max-height:100%"/><noscript><img alt="banner" sizes="100vw" srcSet="/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fwashinton-dc-mall.3aac9237.png&w=640&q=75 640w, /_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fwashinton-dc-mall.3aac9237.png&w=750&q=75 750w, /_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fwashinton-dc-mall.3aac9237.png&w=828&q=75 828w, /_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fwashinton-dc-mall.3aac9237.png&w=1080&q=75 1080w, /_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fwashinton-dc-mall.3aac9237.png&w=1200&q=75 1200w, /_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fwashinton-dc-mall.3aac9237.png&w=1920&q=75 1920w, /_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fwashinton-dc-mall.3aac9237.png&w=2048&q=75 2048w, /_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fwashinton-dc-mall.3aac9237.png&w=3840&q=75 3840w" src="/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fwashinton-dc-mall.3aac9237.png&w=3840&q=75" decoding="async" data-nimg="fill" style="position:absolute;top:0;left:0;bottom:0;right:0;box-sizing:border-box;padding:0;border:none;margin:auto;display:block;width:0;height:0;min-width:100%;max-width:100%;min-height:100%;max-height:100%" class="object-cover" loading="lazy"/></noscript></span><div class="leading-tight object-contain overflow-hidden backdrop-blur-sm relative top-1/3 text-white z-1 mx-auto text-center align-middle" style="height:10vw;width:60vw"><p class="mb-0" style="font-size:2vw">EIFCom 2024</p><p class="mb-0" style="font-size:1.5vw">International Workshop on Mobile Computing with Efficient and Interactive Foundation Models</p><p class="mb-0" style="font-size:1.2vw">In Conjunction with MobiCom 2024</p><p class="mb-0 " style="font-size:1.5vw">Nov. 18, 2024, Washington, D.C., USA</p></div></div></div><div class="container mx-auto"><h2 class="pt-2">Motivation and Rationale</h2><div class="text-justify font-sans break-word pb-2">Foundation models have recently emerged as a powerful tool for various applications. However, their impact on mobile applications has been less investigated. Recent research showcases their ability to achieve unprecedented capabilities in areas such as task automation, hand sign detection, and visual question answering. However, their increasing complexity poses significant challenges in terms of sensor modality, diverse sensor environments, model efficiency, interactivity, and user experience. The EIFCom workshop aims to provide a forum for researchers, developers, and industry partners to share their experiences, present innovative solutions, and discuss the latest advancements in efficie
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