{"id":1087,"date":"2018-12-17T15:56:30","date_gmt":"2018-12-17T15:56:30","guid":{"rendered":"http:\/\/yingzhenli.net\/home\/en\/?page_id=1087"},"modified":"2020-12-07T11:10:01","modified_gmt":"2020-12-07T11:10:01","slug":"collaborating-interning-with-me","status":"publish","type":"page","link":"https:\/\/yingzhenli.net\/home\/en\/?page_id=1087","title":{"rendered":"Collaborating with me"},"content":{"rendered":"<h4><span style=\"color: #800000;\"><strong>Open collaborations<\/strong><\/span><\/h4>\n<p>I am very happy to collaborate with other researchers.<\/p>\n<p>With my awesome collaborators, I have worked on, and continue to work on, the following topics:<\/p>\n<ol>\n<li>Approximate inference, e.g. variational inference, message passing, SG-MCMC, function-space inference, etc;<\/li>\n<li>Applications of uncertainty quantification, e.g. continual learning, active learning, model robustness, etc;<\/li>\n<li>Generative modelling, e.g. VAE\/GAN\/flow-based models\/energy-based models\/implicit models;<\/li>\n<li>Applications: vision (images\/videos\/3D generative models) and NLP (generative language models, representation learning in NLP), etc.<\/li>\n<li>Others, e.g. meta-learning, transfer learning, continual\/life-long learning, disentangled representations, gradient estimation.<\/li>\n<\/ol>\n<p>I am open to collaborate with people that have very different background. E.g. I was not familiar with ML applications to NLP tasks until I started collaborating with NLP researchers (and I'm still learning there!).<\/p>\n<p>If you are interested, send me an email at liyzhen2 [at] gmail [dot] com.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Open collaborations I am very happy to collaborate with other researchers. With my awesome collaborators, I have worked on, and continue to work on, the following topics: Approximate inference, e.g. variational inference, message passing, SG-MCMC, function-space inference, etc; Applications of uncertainty quantification, e.g. continual learning, active learning, model robustness, etc; Generative modelling, e.g. VAE\/GAN\/flow-based models\/energy-based ... <span class=\"more\"><a class=\"more-link\" href=\"https:\/\/yingzhenli.net\/home\/en\/?page_id=1087\">[Read more...]<\/a><\/span><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["entry","page","publish","author-admin","post-1087"],"_links":{"self":[{"href":"https:\/\/yingzhenli.net\/home\/en\/index.php?rest_route=\/wp\/v2\/pages\/1087","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/yingzhenli.net\/home\/en\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/yingzhenli.net\/home\/en\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/yingzhenli.net\/home\/en\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/yingzhenli.net\/home\/en\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1087"}],"version-history":[{"count":15,"href":"https:\/\/yingzhenli.net\/home\/en\/index.php?rest_route=\/wp\/v2\/pages\/1087\/revisions"}],"predecessor-version":[{"id":1330,"href":"https:\/\/yingzhenli.net\/home\/en\/index.php?rest_route=\/wp\/v2\/pages\/1087\/revisions\/1330"}],"wp:attachment":[{"href":"https:\/\/yingzhenli.net\/home\/en\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1087"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}