{"658780":{"#nid":"658780","#data":{"type":"event","title":"Ph.D. Proposal Oral Exam - Apoorva Beedu","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003ETitle:\u0026nbsp; \u003C\/strong\u003E\u003Cem\u003ELearning Joint Action and Object Embedding for the Task of Video Summarization in Cooking Videos\u003C\/em\u003E\u003C\/p\u003E\r\n\r\n\u003Cp\u003E\u003Cstrong\u003ECommittee:\u0026nbsp; \u003C\/strong\u003E\u003C\/p\u003E\r\n\r\n\u003Cp\u003EDr. Essa, Advisor\u003C\/p\u003E\r\n\r\n\u003Cp\u003EDr. Romberg, Co-Advisor\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\r\n\r\n\u003Cp\u003EDr. Heck, Chair\u003C\/p\u003E\r\n\r\n\u003Cp\u003EDr. Ploetz\u003C\/p\u003E\r\n\r\n\u003Cp\u003E\u003Cstrong\u003EAbstract: \u003C\/strong\u003EThe objective of the proposed research is to model a joint action and object embedding to infer the object\u0026rsquo;s current state based on the action that has already occurred, or alternatively, to recognise the action that had to take place for the object to arrive at it\u0026rsquo;s current state. To reason about an object\u0026#39;s state, it helps to know what prior actions took place for the object to arrive at it\u0026#39;s current state. Additionally, given an object, there is a set of plausible actions that can act upon the object. With this motivation, we propose to model a joint object-action embedding, that is cognizant of the interdependencies between the action and object\u0026#39;s state, and propose to\u0026nbsp; evaluate this knowledge on tasks like action anticipation and video summarization in cooking videos.\u003C\/p\u003E\r\n","summary":null,"format":"limited_html"}],"field_subtitle":"","field_summary":"","field_summary_sentence":[{"value":"Learning Joint Action and Object Embedding for the Task of Video Summarization in Cooking Videos"}],"uid":"28475","created_gmt":"2022-06-09 21:17:15","changed_gmt":"2022-06-12 11:39:29","author":"Daniela Staiculescu","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2022-06-13T12:00:00-04:00","event_time_end":"2022-06-13T14:00:00-04:00","event_time_end_last":"2022-06-13T14:00:00-04:00","gmt_time_start":"2022-06-13 16:00:00","gmt_time_end":"2022-06-13 18:00:00","gmt_time_end_last":"2022-06-13 18:00:00","rrule":null,"timezone":"America\/New_York"},"extras":[],"groups":[{"id":"434371","name":"ECE Ph.D. Proposal Oral Exams"}],"categories":[],"keywords":[{"id":"102851","name":"Phd proposal"},{"id":"1808","name":"graduate students"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}}}