PPT-Multimodal Deep Learning

Jiquan Ngiam Aditya Khosla Mingyu Kim Juhan Nam Honglak Lee amp Andrew Ng Stanford University McGurk Effect Jiquan Ngiam Aditya Khosla Mingyu Kim Juhan Nam Honglak Lee amp Andrew Ng. Adam Coates. Stanford University. (Visiting Scholar: Indiana University, Bloomington). What do we want ML to do?. Given image, predict complex high-level patterns:. Object recognition. Detection. Segmentation. Quoc V. Le. Stanford University and Google. Purely supervised. Quoc V. . Le. Almost abandoned between 2000-2006. - . Overfitting. , slow, many local minima, gradient vanishing. In 2006, Hinton, et. al. proposed RBMs to . Information Processing & Artificial Intelligence. New-Generation Models & Methodology for Advancing . AI & SIP. Li Deng . Microsoft Research, Redmond, . USA. Tianjin University, July 4, 2013 (Day 3). Andrew Burn. MODE . multimodal methodologies. FOR RESEARCHING DIGITAL DATA AND ENVIRONMENTS . http://. mode. .ioe.ac.uk. Making The Moonstone. THE SECOND FILM: The Moonstone. MAKING A MACBETH COMPUTER GAME. work. Helsingfors 150321. Staffan Selander. Stockholm University. Tack!. Thank. . you. !. Danielsson, K. & Selander, S. (In prep.) . Reading Multimodal Texts for Learning – A Model for Cultivating Multimodal Literacy. Reed Coke. Outline. Motivation. Prior Work on ESP. Results on Caption Contest. Outline. Motivation. Prior Work on ESP. Results on Caption Contest. Short Text Similarity. Comparing short texts is difficult. 2015, September 17th. 01.11.2012, Hamm. Trevor Garrod . // . EUROPEAN PASSENGERS‘ FEDERATION . // www.epf.eu. DOUBLING COLLECTIVE LAND TRANSPORT – HOW TO ENCOURAGE IT. EPF MAP . December 2014. 34 member organisations. Kuala Lumpur, October 2017, Jan.Hoffmann@UNCTAD.org . Latest trends in. maritime connectivity. What can be done . to improve it. Logistics and. multimodal transport. Latest trends in. maritime connectivity. Governor’s Freight Industry Summit. Draft November 12, 2012. Sandra K. Beaupre’ . Wisconsin DOT. Presentation Overview . Multimodal Priority Freight Network Project Overview. Project Deliverables and Benefits. MONASH. PUBLIC HEALTH &. PREVENTIVE. MEDICINE. Professor Dragan Ilic, Dr Nazmul Karim, A/Prof Basia Diug. Director of Teaching & Learning, . Head, Medical Education Research & Quality (MERQ) unit. IEEE International Workshop on Human Computer Interaction in conjunction with ICCV 2005, Beijing, China, Oct. 21, 2005 for a variety of applications. We discuss affective computer interaction, issues Dr. Sriparna . Saha. Associate Professor . Department . of Computer Science and Engineering. Indian Institute of Technology Patna. Bihar, . India. H5-index:38, total citations: 7608 (as per Google scholar). SWOT recommended:. closer industry ties as collaborations. connect to consumer base with technologies that also benefit the main . testbeds. Following a graduated . testbed. : “. neurogaming. ”. 50 K Intel grant to the CSNE. Week 7 Video 3. Thank you. Thank you to . Yiqiu. (Rachel) Zou for feedback and comments on this video. Multimodal Learning Analytics. “A set of techniques that can be used to collect multiple sources of data in high-frequency (video, logs, audio, gestures, biosensors), synchronize and code the data, and examine learning in realistic, ecologically valid, social, mixed-media learning environments.” (.