PPT-Hide-and-Seek: Forcing a Network to be Meticulous for Weakly-supervised Object and Action

Krishna Kumar Singh Yong Jae Lee University of California Davis Standard supervised object detection Annotators Detection models car Felzenszwalb et al PAMI 2010 Girshick et al CVPR 2014 . VOCABULARY. Divulge—to tell; reveal. verb . syn. : disclose; unveil. He refused to . divulge. the names of his co-conspirators.. Abet—to assist; encourage, esp. in wrongdoing. verb (opposite of dissuade). and Feedback Processes. Earth. ’. s Climate System. What have we learned?. Earth is a planet. Planetary temperature is determined by . Brightness of our star. Earth-sun distance. Albedo of the planet. Parker MacCready, January 2011. Reference: . Admiralty Manual of Tides. , . Doodson. & Warburg, 1941, His Majesty’s Stationery Office. Orbital Force Balance. Tides are forced by the sun and moon, with similar physics. The Moon’s forcing is about twice that of the sun.. David Burkett, John Blitzer, & Dan Klein. TexPoint. fonts used in EMF. . Read the . TexPoint. manual before you delete this box.: . A. A. A. A. A. A. A. A. A. Statistical MT Training Pipeline. 1) Align sentence pairs (GIZA++). Weiqiang. . Ren. , Chong Wang, . Yanhua. Cheng, . Kaiqi. . Huang, . Tieniu. . Tan. {. wqren,cwang,yhcheng,kqhuang,tnt. }@nlpr.ia.ac.cn. Task2 : Classification + Localization. Task 2b: . Classification + localization . Introduction. Labelled data. Unlabeled data. cat. dog. (Image of cats and dogs without labeling). Introduction. Supervised learning: . E.g. . : image, . : class. . labels. Semi-supervised learning: . :. Potential . Vorticity. :. = 0 for isentropic motions. Equivalent Potential . Vorticity. :. For a horizontally homogeneous atmosphere with vertical wind shear, vortex lines and Theta-E surfaces are initially horizontal (EPV=0). Since EPV is conserved, vortex lines remain on the original theta-E surfaces if they are subsequently tilted up or down…. . Omer Levy. . Ido. Dagan. Bar-. Ilan. University. Israel. Steffen Remus Chris . Biemann. Technische. . Universität. Darmstadt. Germany. Lexical Inference. Lexical Inference: Task Definition. Dena B. French, . EdD. , RDN, . LD. ISPP Program Director & Experiential Coordinator. ISPP Class of 2017. Objectives. What is an ISPP?. Fontbonne’s. ISPP. Campus . “Tour”. Program overview & curriculum . The concept of climate forcing, and some Basic understandings of Heat, Temperature, Feedbacks, and physics time scales . The Earth Climate System is Ultimately in Contact with Our Astronomical Surroundings. Hide and Go Hideby WM AkersI dont think theyre going to find us said LisaNope said Krisi Thats the whole pointBut what if they never find usThen we winIt was recess on a cold day in November The class Algorithms and Applications. Christoph F. . Eick. Department of Computer Science. University of Houston. Organization of the Talk. Motivation—why is it worthwhile generalizing machine learning techniques which are typically unsupervised to consider background information in form of class labels? . Unsu. pervised . approaches . for . word sense disambiguation. Under the guidance of. Slides by. Arindam. . Chatterjee. &. Salil. Joshi. Prof. . Pushpak . Bhattacharyya. May 01, 2010. roadmap. Bird’s Eye View.. with Incomplete Class Hierarchies. Bhavana Dalvi. , Aditya Mishra, William W. Cohen. Semi-supervised Entity Classification. 2. Semi-supervised Entity Classification. Subset. 3. Disjoint. Semi-supervised Entity Classification.