PPT-Deep

Typechecking and Refactoring Zachary Tatlock Chris Tucker David Shuffleton Ranjit Jhala Sorin Lerner 1 University of California San Diego Outline Introduction and Motivation. brPage 1br Deep Purple and Rainbow Indicator Purpose Deep Purple Rainbow Indicator Principle carbonation Deep Purple Indicator RORU S 57371573615736857347WR Rainbow Indicator RORU 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. Naiyan. Wang. Outline. Non-NN Approaches. Deep Convex Net. Extreme Learning Machine. PCAnet. Deep Fisher Net (Already . presented before). Discussion. Deep convex net. Each module is a two- layer convex network.. 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). Early Work. Why Deep Learning. Stacked Auto Encoders. Deep Belief Networks. CS 678 – Deep Learning. 1. Deep Learning Overview. Train networks with many layers (vs. shallow nets with just a couple of layers). Impermeable Film . Covering for Strawberry Production. Ruijun Qin, . Oleg Daugovish, Suduan Gao, Brad Hanson, James Gerik and Husein Ajwa. Raised-bed strawberry production. California strawberries are grown mainly in raised-bed systems tarped with standard polyethylene film (PE). . Professor Qiang Yang. Outline. Introduction. Supervised Learning. Convolutional Neural Network. Sequence Modelling: RNN and its extensions. Unsupervised Learning. Autoencoder. Stacked . Denoising. . Carey . Nachenberg. Deep Learning for Dummies (Like me) – Carey . Nachenberg. (Like me). The Goal of this Talk?. Deep Learning for Dummies (Like me) – Carey . Nachenberg. 2. To provide you with . Deep Sea Exploration. Ninety percent. of all volcanic activity . occurs in the oceans. .. The greatest mountain range is the Mid-Ocean Ridge, extending 64,374km (40,000 mi) from the Arctic Ocean to the Atlantic Ocean, around Africa, Asia, and Australia, and under the Pacific Ocean to the west coast of North America.. ISHAY BE’ERY. ELAD KNOLL. OUTLINES. . Motivation. Model . c. ompression: mimicking large networks:. FITNETS : HINTS FOR THIN DEEP NETS . (A. Romero, 2014). DO DEEP NETS REALLY NEED TO BE DEEP . (Rich Caruana & Lei Jimmy Ba 2014). Recognition. Author : . Kaiming. He, . Xiangyu. Zhang, . Shaoqing. Ren, and Jian Sun. (accepted to CVPR 2016). Presenter : . Hyeongseok. Son. The deeper, the better. The deeper network can cover more complex problems. By CJ Heykoop and . Kaytlyn. Jordan . Definition. DVT occurs when a thrombus forms in in one of the deep vein of the body, usually the leg. . Contributing factors include clotting issues, immobility potentially r/t surgery or injury, or certain medications.. The End of the Joan of Arc . Teacher Recruitment Strategy. BEST-NC Innovation Lab. September 28, 2016. Cary, NC. Southern Regional Education Board. Andy Baxter, Vice President for Educator Effectiveness. . Requires the best from all of us. William H. . Gerstenmaier. Human Exploration and Operations . Directorate. National . Aeronautics and Space Administration. Our Goal. The nation. ’. s goal for .