<p><img src&equals;"https&colon;&sol;&sol;toptechblitz&period;com&period;ng&sol;wp-content&sol;uploads&sol;2023&sol;11&sol;9cc11f74190b982dddc0821d8627f332&lowbar;mobile&period;png"&sol;><br &sol;>&NewLine;<b>Job title&colon;<&sol;b> FY24 Intern &&num;8211&semi; Deep Learning Research Internship &&num;8211&semi; Canada &lpar;4 months&rpar;<br &sol;>&NewLine;<br &sol;><b>Company&colon;<&sol;b> Qualcomm<&sol;p>&NewLine;<p><b>Job description<&sol;b>&colon; <b>Job Description&colon;<&sol;b><&sol;p>&NewLine;<p> Company&colon; Qualcomm Canada ULC<&sol;p>&NewLine;<p> Job Area&colon; Interns Group&comma; Interns Group<br &sol;>&NewLine; <br &sol;> Interim Engineering Intern &&num;8211&semi; HW<&sol;p>&NewLine;<p> Qualcomm Overview&colon;<&sol;p>&NewLine;<p> Qualcomm is a company of inventors that unlocked 5G ushering in an age of rapid acceleration in connectivity and new possibilities that will transform industries&comma; create jobs&comma; and enrich lives&period; But this is just the beginning&period; It takes inventive minds with diverse skills&comma; backgrounds&comma; and cultures to transform 5Gs potential into world-changing technologies and products&period; This is the Invention Age &&num;8211&semi; and this is where you come in&period;<&sol;p>&NewLine;<p> <b>General Summary&colon;<&sol;b><&sol;p>&NewLine;<p> Before there were smartphones or smart cities&comma; before autonomous cars or 360° virtual reality videos&comma; there was our technology&period; Headquartered in San Diego&comma; for over 30 years Qualcomm inventions have inspired others to make the impossible&comma; possible&period; From 5G to artificial intelligence&comma; from IoT to automotive and extended reality applications&comma; Qualcomm is inventing the technologies of an intelligently connected future&comma; spearheading research efforts for the next global wireless standard&comma; and collaborating with industry leaders in the wireless value chain to make this future a commercial reality&period;<&sol;p>&NewLine;<p> In the rapidly evolving field of 2D generative modeling&comma; significant advancements are continually reshaping our capabilities in image synthesis and manipulation&period; This internship focuses on leveraging these advancements&comma; particularly in 2D diffusion models &lbrack;1&rsqb;&comma; to explore efficient generative approaches&comma; such as Consistency Models &lbrack;2&rsqb;&comma; and extend research into adjacent tasks like image editing&comma; super-resolution&comma; restoration&comma; and outcropping &lbrack;3&comma; 4&rsqb;&period; Another potential direction is the exploration of text-to-3D asset generation &lbrack;5&rsqb;&period;<&sol;p>&NewLine;<p> <b>Responsibilities&colon;<&sol;b><&sol;p>&NewLine;<p> &&num;8211&semi; Research and develop innovative approaches in 2D diffusion models for generative modeling&period;<&sol;p>&NewLine;<p> &&num;8211&semi; Extend research to adjacent tasks&comma; such as super-resolution and image restoration&comma; with a potential exploration into text-to-3D asset generation&period;<&sol;p>&NewLine;<p> &&num;8211&semi; Explore and implement more efficient techniques to enhance the performance of generative models&comma; focusing on computational efficiency&period;<&sol;p>&NewLine;<p> &&num;8211&semi; Conduct implementation of baselines for comparative evaluation on benchmarks&comma; along with thorough ablation studies&period;<&sol;p>&NewLine;<p> The research conducted in this internship is aimed at advancing the field of 2D generative modeling&comma; with the expectation of contributing to paper submissions at top-tier conferences in the field&period;<&sol;p>&NewLine;<p> Programming Languages&colon;<&sol;p>&NewLine;<p> &CenterDot; Python<&sol;p>&NewLine;<p> <b>Minimum Qualification&colon;<&sol;b><&sol;p>&NewLine;<p> &CenterDot; Pytorch<&sol;p>&NewLine;<p> &CenterDot; Neural network architecture development and evaluation<&sol;p>&NewLine;<p> &CenterDot; Computer Vision<&sol;p>&NewLine;<p> <b>Educational Requirements&colon;<&sol;b><&sol;p>&NewLine;<p> &CenterDot; In study towards a Bachelors or Masters in the following&colon;<&sol;p>&NewLine;<p> Computer Science&comma; Computer Engineering<&sol;p>&NewLine;<p> &CenterDot; Looking for 1 Winter and 1 Summer Co-op&colon; must be eligible for either Winter Co-op &lpar;January &&num;8211&semi; April&rpar; or Summer Co-op &lpar;May &&num;8211&semi; August&rpar;<&sol;p>&NewLine;<p> &lbrack;1&rsqb; High-Resolution Image Synthesis with Latent Diffusion Models&comma; ht<&sol;p>&NewLine;<p> Applicants&colon; If you need an accommodation&comma; during the application&sol;hiring process&comma; you may request an accommodation by sending email to<&sol;p>&NewLine;<p> Qualcomm expects its employees to abide by all applicable policies and procedures&comma; including but not limited to security and other requirements regarding protection of Company confidential information and other confidential and&sol;or proprietary information&comma; to the extent those requirements are permissible under applicable law&period;<&sol;p>&NewLine;<p> To all Staffing and Recruiting Agencies&colon; Our Careers Site is only for individuals seeking a job at Qualcomm&period; Staffing and recruiting agencies and individuals being represented by an agency are not authorized to use this site or to submit profiles&comma; applications or resumes&comma; and any such submissions will be considered unsolicited&period; Qualcomm does not accept unsolicited resumes or applications from agencies&period; Please do not forward resumes to our jobs alias&comma; Qualcomm employees or any other company location&period; Qualcomm is not responsible for any fees related to unsolicited resumes&sol;applications&period;<&sol;p>&NewLine;<p> If you would like more information about this role&comma; please contact &period;<br &sol;>&NewLine;<br &sol;><b>Expected salary<&sol;b>&colon;<br &sol;>&NewLine;<br &sol;><b>Location<&sol;b>&colon; Markham&comma; ON<br &sol;>&NewLine;<br &sol;><b>Job date<&sol;b>&colon; Sat&comma; 18 Nov 2023 23&colon;57&colon;56 GMT<&sol;p>&NewLine;<p><a href&equals;"https&colon;&sol;&sol;jobviewtrack&period;com&sol;en-ca&sol;job-1f1d417f48170a0f55174843210f1a02174e070000032879585e48051d0d4f54690d1c041c096764110d1953664e5c5f430d0109252645100d001c040d00380d08014442534a2f2d011a42064e43210f1a02174e070000032b18041414&sol;9417e4a81fe29cee89a85e9e1818fbce&period;html&quest;affid&equals;d54dda8fa2db24c8445c282b3d357966"><b>Apply for the job now&excl;<&sol;b><&sol;a><&sol;p>&NewLine;

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