{"id":95,"date":"2021-12-10T05:05:07","date_gmt":"2021-12-10T05:05:07","guid":{"rendered":"https:\/\/mscvprojects.ri.cmu.edu\/2021teamb\/?page_id=95"},"modified":"2021-12-11T01:07:22","modified_gmt":"2021-12-11T01:07:22","slug":"team-member","status":"publish","type":"page","link":"https:\/\/mscvprojects.ri.cmu.edu\/2021teamb\/team-member\/","title":{"rendered":"Team Members"},"content":{"rendered":"\n<p><a href=\"https:\/\/paritoshmittal12.github.io\/\" target=\"_blank\" rel=\"noreferrer noopener\">Paritosh Mittal<\/a><sup>* 1<\/sup>, <a href=\"https:\/\/yccyenchicheng.github.io\/\" target=\"_blank\" rel=\"noreferrer noopener\">Yen-Chi Cheng<\/a><sup>* 1<\/sup> , <a href=\"http:\/\/www.researchgate.net\/profile\/Maneesh_Singh5\">Maneesh Singh<\/a><sup>2<\/sup>, <a href=\"https:\/\/shubhtuls.github.io\/\">Shubham Tulsiani<\/a><sup>1<\/sup><\/p>\n\n\n\n<p>            <sup>1<\/sup>Carnegie Mellon University                   <sup>2<\/sup>Verisk Analytics<\/p>\n\n\n\n<p>(* indicates equal contribution)<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Bio<\/strong><\/h2>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Students<\/strong><\/h2>\n\n\n\n<h4 class=\"wp-block-heading\"><a href=\"https:\/\/yccyenchicheng.github.io\/\" target=\"_blank\" rel=\"noreferrer noopener\">Yen-Chi Cheng*<\/a><\/h4>\n\n\n\n<p><img loading=\"lazy\" decoding=\"async\" width=\"736\" height=\"827\" class=\"wp-image-115\" style=\"width: 150px\" src=\"http:\/\/mscvprojects.ri.cmu.edu\/2021teamb\/wp-content\/uploads\/sites\/47\/2021\/12\/yen-chi-pic.png\" alt=\"\" srcset=\"https:\/\/mscvprojects.ri.cmu.edu\/2021teamb\/wp-content\/uploads\/sites\/47\/2021\/12\/yen-chi-pic.png 736w, https:\/\/mscvprojects.ri.cmu.edu\/2021teamb\/wp-content\/uploads\/sites\/47\/2021\/12\/yen-chi-pic-267x300.png 267w\" sizes=\"auto, (max-width: 736px) 100vw, 736px\" \/><br>I&nbsp;am a MS student at&nbsp;<a href=\"https:\/\/www.cs.cmu.edu\/\">Carnegie Mellon University<\/a>&nbsp;in the&nbsp;<a href=\"http:\/\/www.ri.cmu.edu\/\">Robotics Institute<\/a>, advised by Professor&nbsp;<a href=\"http:\/\/shubhtuls.github.io\/\">Shubham Tulsiani<\/a>&nbsp;My research interests include computer vision and machine learning. My goal is to build systems that understand, infer, and recreate the visual world.<br><br>Previously, I am fortunate to work with&nbsp;<a href=\"http:\/\/hsinyinglee.com\/\">Hsin-Ying Lee<\/a>&nbsp;and&nbsp;<a href=\"http:\/\/www.stulyakov.com\/\">Sergey Tulyakov<\/a>&nbsp;at&nbsp;<a href=\"https:\/\/research.snap.com\/team\/category\/creative-vision\/\">Snap Research<\/a>, Professor&nbsp;<a href=\"http:\/\/www.cs.nthu.edu.tw\/~lai\/\">Shang-Hong Lai<\/a>&nbsp;at Microsoft, Professor&nbsp;<a href=\"https:\/\/faculty.ucmerced.edu\/mhyang\/\">Ming-Hsuan Yang<\/a>&nbsp;at UC Merced, Professors&nbsp;<a href=\"https:\/\/aliensunmin.github.io\/\">Min Sun<\/a>&nbsp;and&nbsp;<a href=\"https:\/\/htchen.github.io\/\">Hwann-Tzong Chen<\/a>&nbsp;at National Tsing Hua University.<br><\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Paritosh Mittal*<\/h4>\n\n\n\n<p><img loading=\"lazy\" decoding=\"async\" width=\"1769\" height=\"2560\" class=\"wp-image-114\" style=\"width: 150px\" src=\"http:\/\/mscvprojects.ri.cmu.edu\/2021teamb\/wp-content\/uploads\/sites\/47\/2021\/12\/pic_slack-scaled.jpeg\" alt=\"\" srcset=\"https:\/\/mscvprojects.ri.cmu.edu\/2021teamb\/wp-content\/uploads\/sites\/47\/2021\/12\/pic_slack-scaled.jpeg 1769w, https:\/\/mscvprojects.ri.cmu.edu\/2021teamb\/wp-content\/uploads\/sites\/47\/2021\/12\/pic_slack-207x300.jpeg 207w, https:\/\/mscvprojects.ri.cmu.edu\/2021teamb\/wp-content\/uploads\/sites\/47\/2021\/12\/pic_slack-708x1024.jpeg 708w, https:\/\/mscvprojects.ri.cmu.edu\/2021teamb\/wp-content\/uploads\/sites\/47\/2021\/12\/pic_slack-768x1111.jpeg 768w, https:\/\/mscvprojects.ri.cmu.edu\/2021teamb\/wp-content\/uploads\/sites\/47\/2021\/12\/pic_slack-1062x1536.jpeg 1062w, https:\/\/mscvprojects.ri.cmu.edu\/2021teamb\/wp-content\/uploads\/sites\/47\/2021\/12\/pic_slack-1415x2048.jpeg 1415w\" sizes=\"auto, (max-width: 767px) 89vw, (max-width: 1000px) 54vw, (max-width: 1071px) 543px, 580px\" \/>    <br>I am a MS student in the <a href=\"https:\/\/www.ri.cmu.edu\/\" target=\"_blank\" rel=\"noreferrer noopener\">Robotics Institute<\/a> of <a href=\"https:\/\/www.cs.cmu.edu\/\">Carnegie Mellon University<\/a> currently advised by Professor <a href=\"http:\/\/shubhtuls.github.io\/\" target=\"_blank\" rel=\"noreferrer noopener\">Shubham Tulsiani<\/a>. I have natural affinity toward the domains of Computer Vision and Machine Learning and great confidence in their ability to uplift human society.<br><br>Prior to CMU, I worked as a Sr. Machine Learning Engineer with the Advanced Technology Labs in <a href=\"https:\/\/research.samsung.com\/sri-b\" target=\"_blank\" rel=\"noreferrer noopener\">Samsung Research, India<\/a>.<\/p>\n\n\n\n<p>(* indicates equal contribution)<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Project Responsibility<\/strong><br>Both students worked together and jointly explored ways of developing the autoregressive shape prior over 3D objects.  To realize the task of conditional generation using the designed autoregressive shape prior, Yen-Chi focused on Single-view Reconstruction while Paritosh developed the Language based Generation in parallel.<\/h2>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>CMU Advisor<\/strong><\/h2>\n\n\n\n<h4 class=\"wp-block-heading\"><a href=\"http:\/\/shubhtuls.github.io\/\" target=\"_blank\" rel=\"noreferrer noopener\">Shubham Tulsiani<\/a><\/h4>\n\n\n\n<p><img loading=\"lazy\" decoding=\"async\" width=\"1145\" height=\"1193\" class=\"wp-image-116\" style=\"width: 150px\" src=\"http:\/\/mscvprojects.ri.cmu.edu\/2021teamb\/wp-content\/uploads\/sites\/47\/2021\/12\/tulsiani-pic-e1639174253840.jpeg\" alt=\"\" srcset=\"https:\/\/mscvprojects.ri.cmu.edu\/2021teamb\/wp-content\/uploads\/sites\/47\/2021\/12\/tulsiani-pic-e1639174253840.jpeg 1145w, https:\/\/mscvprojects.ri.cmu.edu\/2021teamb\/wp-content\/uploads\/sites\/47\/2021\/12\/tulsiani-pic-e1639174253840-288x300.jpeg 288w, https:\/\/mscvprojects.ri.cmu.edu\/2021teamb\/wp-content\/uploads\/sites\/47\/2021\/12\/tulsiani-pic-e1639174253840-983x1024.jpeg 983w, https:\/\/mscvprojects.ri.cmu.edu\/2021teamb\/wp-content\/uploads\/sites\/47\/2021\/12\/tulsiani-pic-e1639174253840-768x800.jpeg 768w\" sizes=\"auto, (max-width: 767px) 89vw, (max-width: 1000px) 54vw, (max-width: 1071px) 543px, 580px\" \/><br>I am an Assistant Professor at Carnegie Mellon University in the&nbsp;<a href=\"https:\/\/www.ri.cmu.edu\/\">Robotics Institute<\/a>. I am interested in building perception systems that can infer the spatial and physical structure of the world they observe. Please see these&nbsp;<a href=\"https:\/\/www.youtube.com\/watch?v=mg4D083EoIw\">recent<\/a><a href=\"https:\/\/youtu.be\/lAZyzI-_omM?t=108\"> talks<\/a>&nbsp;for an overview.<br><br>Prior to joining CMU, I was a Research Scientist at&nbsp;<a href=\"https:\/\/research.fb.com\/category\/facebook-ai-research\/\">FAIR<\/a>, Pittsburgh working with&nbsp;<a href=\"https:\/\/www.cs.cmu.edu\/~abhinavg\/\">Abhinav Gupta<\/a>. I previously graduated from UC, Berkeley where I was advised by&nbsp;<a href=\"http:\/\/www.eecs.berkeley.edu\/~malik\">Jitendra Malik<\/a>, and also frequently collaborated with&nbsp;<a href=\"http:\/\/www.eecs.berkeley.edu\/~efros\">Alyosha Efros.<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Industry Sponsor<\/strong> (<a href=\"https:\/\/www.verisk.com\/\">Verisk Analytics<\/a>)<\/h2>\n\n\n\n<h4 class=\"wp-block-heading\"><a href=\"http:\/\/researchgate.net\/profile\/Maneesh-Singh-8\">Maneesh Singh<\/a><\/h4>\n\n\n\n<p><img loading=\"lazy\" decoding=\"async\" width=\"738\" height=\"738\" class=\"wp-image-117\" style=\"width: 150px\" src=\"http:\/\/mscvprojects.ri.cmu.edu\/2021teamb\/wp-content\/uploads\/sites\/47\/2021\/12\/maneesh-pic.png\" alt=\"\" srcset=\"https:\/\/mscvprojects.ri.cmu.edu\/2021teamb\/wp-content\/uploads\/sites\/47\/2021\/12\/maneesh-pic.png 738w, https:\/\/mscvprojects.ri.cmu.edu\/2021teamb\/wp-content\/uploads\/sites\/47\/2021\/12\/maneesh-pic-300x300.png 300w, https:\/\/mscvprojects.ri.cmu.edu\/2021teamb\/wp-content\/uploads\/sites\/47\/2021\/12\/maneesh-pic-150x150.png 150w, https:\/\/mscvprojects.ri.cmu.edu\/2021teamb\/wp-content\/uploads\/sites\/47\/2021\/12\/maneesh-pic-100x100.png 100w\" sizes=\"auto, (max-width: 738px) 100vw, 738px\" \/><br>Dr. Maneesh K. Singh heads Verisk Innovative Analytics (VIA), Global Research. His current responsibilities include building efficient, collaborative, trustworthy and explainable AI and ML models, systems and platforms that draw knowledge and insights from unstructured and structured datasets with applications in insurance, financial services and the energy sectors. Research interests include vision, speech, language, knowledge and epistemology, modeling physical systems, decision making &amp; risk.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Paritosh Mittal* 1, Yen-Chi Cheng* 1 , Maneesh Singh2, Shubham Tulsiani1 1Carnegie Mellon University 2Verisk Analytics (* indicates equal contribution) Bio Students Yen-Chi Cheng* I&nbsp;am a MS student at&nbsp;Carnegie Mellon University&nbsp;in the&nbsp;Robotics Institute, advised by Professor&nbsp;Shubham Tulsiani&nbsp;My research interests include computer vision and machine learning. My goal is to build systems that understand, infer, and &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/mscvprojects.ri.cmu.edu\/2021teamb\/team-member\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;Team Members&#8221;<\/span><\/a><\/p>\n","protected":false},"author":101,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-95","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Team Members - Autoregressive Conditional Generation using Transformers<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/mscvprojects.ri.cmu.edu\/2021teamb\/team-member\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Team Members - Autoregressive Conditional Generation using Transformers\" \/>\n<meta property=\"og:description\" content=\"Paritosh Mittal* 1, Yen-Chi Cheng* 1 , Maneesh Singh2, Shubham Tulsiani1 1Carnegie Mellon University 2Verisk Analytics (* indicates equal contribution) Bio Students Yen-Chi Cheng* I&nbsp;am a MS student at&nbsp;Carnegie Mellon University&nbsp;in the&nbsp;Robotics Institute, advised by Professor&nbsp;Shubham Tulsiani&nbsp;My research interests include computer vision and machine learning. My goal is to build systems that understand, infer, and &hellip; Continue reading &quot;Team Members&quot;\" \/>\n<meta property=\"og:url\" content=\"https:\/\/mscvprojects.ri.cmu.edu\/2021teamb\/team-member\/\" \/>\n<meta property=\"og:site_name\" content=\"Autoregressive Conditional Generation using Transformers\" \/>\n<meta property=\"article:modified_time\" content=\"2021-12-11T01:07:22+00:00\" \/>\n<meta property=\"og:image\" content=\"http:\/\/mscvprojects.ri.cmu.edu\/2021teamb\/wp-content\/uploads\/sites\/47\/2021\/12\/yen-chi-pic.png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/mscvprojects.ri.cmu.edu\\\/2021teamb\\\/team-member\\\/\",\"url\":\"https:\\\/\\\/mscvprojects.ri.cmu.edu\\\/2021teamb\\\/team-member\\\/\",\"name\":\"Team Members - Autoregressive Conditional Generation using Transformers\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/mscvprojects.ri.cmu.edu\\\/2021teamb\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/mscvprojects.ri.cmu.edu\\\/2021teamb\\\/team-member\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/mscvprojects.ri.cmu.edu\\\/2021teamb\\\/team-member\\\/#primaryimage\"},\"thumbnailUrl\":\"http:\\\/\\\/mscvprojects.ri.cmu.edu\\\/2021teamb\\\/wp-content\\\/uploads\\\/sites\\\/47\\\/2021\\\/12\\\/yen-chi-pic.png\",\"datePublished\":\"2021-12-10T05:05:07+00:00\",\"dateModified\":\"2021-12-11T01:07:22+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/mscvprojects.ri.cmu.edu\\\/2021teamb\\\/team-member\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/mscvprojects.ri.cmu.edu\\\/2021teamb\\\/team-member\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/mscvprojects.ri.cmu.edu\\\/2021teamb\\\/team-member\\\/#primaryimage\",\"url\":\"http:\\\/\\\/mscvprojects.ri.cmu.edu\\\/2021teamb\\\/wp-content\\\/uploads\\\/sites\\\/47\\\/2021\\\/12\\\/yen-chi-pic.png\",\"contentUrl\":\"http:\\\/\\\/mscvprojects.ri.cmu.edu\\\/2021teamb\\\/wp-content\\\/uploads\\\/sites\\\/47\\\/2021\\\/12\\\/yen-chi-pic.png\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/mscvprojects.ri.cmu.edu\\\/2021teamb\\\/team-member\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/mscvprojects.ri.cmu.edu\\\/2021teamb\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Team Members\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/mscvprojects.ri.cmu.edu\\\/2021teamb\\\/#website\",\"url\":\"https:\\\/\\\/mscvprojects.ri.cmu.edu\\\/2021teamb\\\/\",\"name\":\"Autoregressive Conditional Generation using Transformers\",\"description\":\"Students: Yen-Chi Cheng, Paritosh Mittal | Advisors: Maneesh Singh (Verisk), Shubham Tulsiani (CMU) | Sponsor: Verisk\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/mscvprojects.ri.cmu.edu\\\/2021teamb\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Team Members - Autoregressive Conditional Generation using Transformers","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/mscvprojects.ri.cmu.edu\/2021teamb\/team-member\/","og_locale":"en_US","og_type":"article","og_title":"Team Members - Autoregressive Conditional Generation using Transformers","og_description":"Paritosh Mittal* 1, Yen-Chi Cheng* 1 , Maneesh Singh2, Shubham Tulsiani1 1Carnegie Mellon University 2Verisk Analytics (* indicates equal contribution) Bio Students Yen-Chi Cheng* I&nbsp;am a MS student at&nbsp;Carnegie Mellon University&nbsp;in the&nbsp;Robotics Institute, advised by Professor&nbsp;Shubham Tulsiani&nbsp;My research interests include computer vision and machine learning. 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