%PDF-1.3 1 0 obj << /Kids [ 4 0 R 5 0 R 6 0 R 7 0 R 8 0 R 9 0 R 10 0 R 11 0 R 12 0 R ] /Type /Pages /Count 9 >> endobj 2 0 obj << /Subject (Neural Information Processing Systems http\072\057\057nips\056cc\057) /Publisher (Curran Associates\054 Inc\056) /Language (en\055US) /Created (2016) /EventType (Poster) /Description-Abstract (We introduce convolutional DRAW\054 a homogeneous deep generative model achieving state\055of\055the\055art performance in latent variable image modeling\056 The algorithm naturally stratifies information into higher and lower level details\054 creating abstract features and as such addressing one of the fundamentally desired properties of representation learning\056 Furthermore\054 the hierarchical ordering of its latents creates the opportunity to selectively store global information about an image\054 yielding a high quality \047conceptual compression\047 framework\056) /Producer (PyPDF2) /Title (Towards Conceptual Compression) /Date (2016) /ModDate (D\07220170112153208\05508\04700\047) /Published (2016) /Type (Conference Proceedings) /firstpage (3549) /Book (Advances in Neural Information Processing Systems 29) /Description (Paper accepted and presented at the Neural Information Processing Systems Conference \050http\072\057\057nips\056cc\057\051) /Editors (D\056D\056 Lee and M\056 Sugiyama and U\056V\056 Luxburg and I\056 Guyon and R\056 Garnett) /Author (Karol Gregor\054 Frederic Besse\054 Danilo Jimenez Rezende\054 Ivo Danihelka\054 Daan Wierstra) /lastpage (3557) >> endobj 3 0 obj << /Type /Catalog /Pages 1 0 R >> endobj 4 0 obj << /Contents 13 0 R /Parent 1 0 R /Resources 14 0 R /MediaBox [ 0 0 612 792 ] /Annots [ 29 0 R 30 0 R 31 0 R 32 0 R 33 0 R 34 0 R 35 0 R 36 0 R 37 0 R 38 0 R 39 0 R 40 0 R 41 0 R 42 0 R 43 0 R 44 0 R 45 0 R 46 0 R 47 0 R 48 0 R 49 0 R 50 0 R 51 0 R 52 0 R 53 0 R 54 0 R 55 0 R 56 0 R ] /Type /Page >> endobj 5 0 obj << /Contents 57 0 R /Parent 1 0 R /Type /Page /Resources 58 0 R /MediaBox [ 0 0 612 792 ] >> endobj 6 0 obj << /Contents 68 0 R /Parent 1 0 R /Resources 69 0 R /MediaBox [ 0 0 612 792 ] /Annots [ 144 0 R ] /Type /Page >> endobj 7 0 obj << /Contents 145 0 R /Parent 1 0 R /Resources 146 0 R /MediaBox [ 0 0 612 792 ] /Annots [ 171 0 R 172 0 R 173 0 R 174 0 R 175 0 R 176 0 R ] /Type /Page >> endobj 8 0 obj << /Contents 177 0 R /Parent 1 0 R /Resources 178 0 R /Group 193 0 R /MediaBox [ 0 0 612 792 ] /Annots [ 194 0 R 195 0 R 196 0 R 197 0 R ] /Type /Page >> endobj 9 0 obj << /Contents 198 0 R /Parent 1 0 R /Resources 199 0 R /MediaBox [ 0 0 612 792 ] /Annots [ 211 0 R 212 0 R 213 0 R 214 0 R 215 0 R 216 0 R 217 0 R 218 0 R 219 0 R ] /Type /Page >> endobj 10 0 obj << /Contents 220 0 R /Parent 1 0 R /Resources 221 0 R /MediaBox [ 0 0 612 792 ] /Annots [ 222 0 R 223 0 R 224 0 R 225 0 R 226 0 R 227 0 R 228 0 R 229 0 R 230 0 R 231 0 R 232 0 R 233 0 R ] /Type /Page >> endobj 11 0 obj << /Contents 234 0 R /Parent 1 0 R /Resources 235 0 R /MediaBox [ 0 0 612 792 ] /Annots [ 236 0 R 237 0 R 238 0 R 239 0 R 240 0 R 241 0 R 242 0 R 243 0 R ] /Type /Page >> endobj 12 0 obj << /Contents 244 0 R /Parent 1 0 R /Type /Page /Resources 245 0 R /MediaBox [ 0 0 612 792 ] >> endobj 13 0 obj << /Length 2836 /Filter /FlateDecode >> stream xY˲6߯ʦ8_"'&/T"!csݠ(]%JFFP{}Ý7ۄy+wEzvw{pWiM4v(A^Ƀ"X߭T?V( /4qҍOJkW??|uÕDY3ǟCBW^ю:Z!C.+"2+^QyYvNyR컞dbutkMÂ}cxKcNm3r5GSk;ʎ"q'ʋ"yXu-y@Mݖ0HP\ Ru_GӚ߸ʹ-Ua$/rje%X7AmuN7rEx:4-]&JpsCdןl\[;ߔ9 /jYEA˹-$odqeN|Kz~xLWbcB2/ 7k[ovj*Z[\Ef5AR[M?a4pCp{=֫(â*uȺ
զhb_`C̄Dd "KyENJ"'LLsˮU[cѡĹ81Щ 37 &K<