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lvvu 2020 lvvu 2020 workshop on language vision with applications to video understanding date june 19 2020 pdt time in conjunction with cvpr 2020 room online toggle navigation speakers schedule papers challenges overview cfp important dates organizers invited speakers alan yuille johns hopkins university tao mei jd research qin jin renmin university of china christoph feichtenhofer facebook ai research fair schedule live session landing page 9 00 9 10 opening remarks live workshop organizers 9 10 9 50 invited talk 1 live q a compositional models for open set activity classification of videos alan yuille 9 50 10 30 invited talk 2 live q a efficient video recognition christoph feichtenhofer 10 30 10 40 coffee break 10 40 11 20 invited short oral workshop paper session 11 20 14 00 lunch 14 00 14 40 invited talk 3 live q a image and video captioning qin jin 14 40 15 10 invited talk 4 vision and language from perception to creation tao mei 15 10 15 30 coffee break 15 30 15 40 youmakeup challenge shizhe chen slides 15 40 16 00 challenge talk live q a baseline introduction and analysis ludan ruan linli yao weiying wang 16 00 16 20 challenge talk winner multi modal feature fusion for youmakeup video question answering buptmm submission for youmakeup vqa challenge in step ordering task yajie zhang li su report kun liu huadong ma report 16 20 16 30 vatex captioning challenge live xin wang 16 30 16 50 challenge talk winner live q a multi view features and hybrid reward strategies for video captioning xinxin zhu longteng guo peng yao shichen lu wei liu jing liu 16 50 17 10 challenge talk runner up live q a multi modal feature fusion with feature attention for video captioning ke lin zhuoxin gan liwei wang 17 10 17 15 ending live workshop organizers overview and call for papers vision and language is a recently raised research area and has received a lot of attention initial research and applications in this area are mainly image focused such as image captioning visual question answering and referring expression however moving beyond static images is essential for vision and language understanding as videos contain much richer information like spatial temporal dynamics and audio signals so most recently researchers in both computer vision and natural language processing communities are striving to bridge videos and natural language popular topics such as video captioning video question answering text guided video generation fall into this area we are proposing the first language vision with applications to video understanding in cvpr with a joint vatex video captioning challenge and a youmakeup video question answering challenge this workshop offers to gather researchers from multiple domains to form a new video language community and attract more people on this topic in the workshop we will invite several top tier researchers from this area to present their most recent works we will cover different video language related topics such as video captioning and video question answering the invited speakers will present key architectural building blocks and novel algorithms used to solve these tasks this workshop covers but is not limited to the following topics video captioning dialogue and question answering sequence learning towards bridging video and language novel tasks which combine language and video understanding the relationship between language and video in humans video synthesis from language stories as means of abstraction transfer learning across language and video joint video and language alignment and parsing cross modal learning beyond image understanding such as videos and audios multidisciplinary study that may involve linguistics cognitive science robotics etc in addition we will call for 10 15 high quality 4 pages extended abstracts to be showcased at a poster session along with short talk spotlights abstracts are not archival and will not be included in the proceedings of cvpr 2020 in the interests of fostering a freer exchange of ideas we welcome both novel and previously published work submission details this track follows the cvpr paper format submissions may consist of up to 4 pages of content excluding references in cvpr format plus unlimited references we are also accepting full submissions which will not be included in the proceedings of cvpr 2020 but we will at the option of the authors provide a link to the relevant arxiv submission the submission should be emailed as a single pdf to the languageandvision gmail com the format of submitted papers to the archival track must follow the cvpr author guidelines style sheets latex word are available here important dates submission deadline may 6 2020 11 59pm anywhere on earth time utc 12 notification may 12 2020 workshop day june 19 2020 challenges vatex captioning challenge 2020 this vatex captioning challenge 2020 aims to benchmark progress towards models that can describe the videos in various languages such as english and chinese this year in addition to the original 34 991 videos we release a private test set with 6 278 new videos for evaluation please visit vatex captioning challenge 2020 website for more details youmakeup vqa challenge the youmakeup vqa challenge aims to provide a common benchmark for fine grained action understanding in domain specific videos e g makeup instructional videos the makeup instructional videos are naturally more fine grained than open domain videos different action steps contain subtle but critical differences in actions tools and applied facial areas we propose two question answering tasks to evaluate models fine grained action understanding abilities the first task is facial image ordering which aims to understand visual effects of different actions expressed in natural language on facial object the second task is step ordering which aims to measure cross modal semantic alignments between untrimmed long videos and multi sentence texts please visit youmakeup vqa challenge website for more details organizers and pc organizers qi wu university of adelaide qi wu01 adelaide edu au xin wang uc santa cruz xwang366 ucsc edu chenxi liu johns hopkins university cxliu jhu edu licheng yu facebook ai lichengyu fb com lu jiang google ai lujiang google com yan huang ucas china yhuang nlpr ia ac cn ting yao jd ai research tingyao ustc gmail com qin jin renmin university of china qjin ruc edu cn william wang uc santa barbara william cs ucsb edu anton van den hengel university of adelaide anton vandenhengel adelaide edu au contact the organizing committee languageandvision gmail com