Seminars schedule » History » Version 318
Evgeniy Pavlovskiy, 2020-09-15 15:58
1 | 1 | Evgeniy Pavlovskiy | h1. Seminar "Big Data Analytics" |
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3 | 129 | Evgeniy Pavlovskiy | (sorted by later first) |
4 | 310 | Evgeniy Pavlovskiy | |
5 | 309 | Evgeniy Pavlovskiy | h2. Schedule 2020, fall |
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7 | Tuesday, 16:20, online: https://zoom.us/j/86212050320 |
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9 | 310 | Evgeniy Pavlovskiy | h3. September, 2020 |
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11 | |8, #3879|Planning the semester| |
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12 | 311 | Evgeniy Pavlovskiy | |15, #|Invited lecture: Anton Kolonin, "scientific topics for master":https://trello.com/c/AYkBULyA |
13 | 310 | Evgeniy Pavlovskiy | Planning the semester| |
14 | 318 | Evgeniy Pavlovskiy | |22, #|~~25 min slot~~ |
15 | 310 | Evgeniy Pavlovskiy | ~~25 min slot~~ |
16 | ~~25 min slot~~ |
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17 | ~~25 min slot~~| |
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18 | 314 | Evgeniy Pavlovskiy | |29, #|Nikita Nikolaev. Paper. |
19 | 310 | Evgeniy Pavlovskiy | ~~25 min slot~~ |
20 | 314 | Evgeniy Pavlovskiy | Kirill Lunev. Paper. |
21 | 310 | Evgeniy Pavlovskiy | ~~25 min slot~~| |
22 | 52 | Evgeniy Pavlovskiy | |
23 | 312 | Evgeniy Pavlovskiy | h3. October, 2020 |
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25 | |6, #|~~25 min slot~~ |
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26 | ~~25 min slot~~ |
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27 | ~~25 min slot~~ |
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28 | ~~25 min slot~~| |
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29 | |13, #|~~25 min slot~~ |
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30 | ~~25 min slot~~ |
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31 | ~~25 min slot~~ |
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32 | ~~25 min slot~~| |
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33 | 313 | Evgeniy Pavlovskiy | |20, #|Kaivalya Pandey |
34 | 312 | Evgeniy Pavlovskiy | ~~25 min slot~~ |
35 | ~~25 min slot~~ |
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36 | ~~25 min slot~~| |
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37 | |27, #|~~25 min slot~~ |
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38 | ~~25 min slot~~ |
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39 | ~~25 min slot~~ |
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40 | ~~25 min slot~~| |
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41 | |||
42 | h3. November, 2020 |
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43 | |||
44 | |3, #|~~25 min slot~~ |
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45 | ~~25 min slot~~ |
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46 | ~~25 min slot~~ |
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47 | ~~25 min slot~~| |
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48 | |10, #|~~25 min slot~~ |
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49 | ~~25 min slot~~ |
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50 | ~~25 min slot~~ |
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51 | ~~25 min slot~~| |
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52 | |17, #|~~25 min slot~~ |
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53 | ~~25 min slot~~ |
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54 | ~~25 min slot~~ |
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55 | ~~25 min slot~~| |
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56 | 317 | Evgeniy Pavlovskiy | |24, #|Mukul Vishvas. Paper. |
57 | 312 | Evgeniy Pavlovskiy | ~~25 min slot~~ |
58 | ~~25 min slot~~ |
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59 | ~~25 min slot~~| |
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60 | |||
61 | h3. December, 2020 |
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62 | |||
63 | 316 | Evgeniy Pavlovskiy | |1, #|Rohan Rathore. Paper |
64 | 312 | Evgeniy Pavlovskiy | ~~25 min slot~~ |
65 | ~~25 min slot~~ |
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66 | ~~25 min slot~~| |
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67 | 316 | Evgeniy Pavlovskiy | |8, #|Rohan Rathore. Thesis. |
68 | 312 | Evgeniy Pavlovskiy | ~~25 min slot~~ |
69 | ~~25 min slot~~ |
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70 | ~~25 min slot~~| |
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71 | |15, #|~~25 min slot~~ |
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72 | ~~25 min slot~~ |
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73 | ~~25 min slot~~ |
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74 | ~~25 min slot~~| |
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75 | |22, #|~~25 min slot~~ |
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76 | ~~25 min slot~~ |
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77 | ~~25 min slot~~ |
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78 | ~~25 min slot~~| |
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79 | |29, #|~~25 min slot~~ |
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80 | ~~25 min slot~~ |
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81 | ~~25 min slot~~ |
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82 | ~~25 min slot~~| |
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83 | |||
84 | 199 | Evgeniy Pavlovskiy | h2. Schedule 2020, spring |
85 | |||
86 | 235 | Evgeniy Pavlovskiy | Thursday, 16:20, -cab 0207 NSU new building, '-1' elevator floor-, online: https://zoom.us/j/910812617 |
87 | 199 | Evgeniy Pavlovskiy | |
88 | 279 | Evgeniy Pavlovskiy | h3. June, 2020 |
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90 | 308 | Evgeniy Pavlovskiy | |4, #3424|*Elena Voskoboy* Coursework |
91 | 301 | Abhishek Saxena | *Abhishek Saxena* Coursework |
92 | 304 | Vladislav Panferov | *Vladislav Panferov* Traditional Method Inspired Deep Neural Network for Edge Detection |
93 | 288 | Evgeniy Pavlovskiy | *Sergey Garmaev* Coursework |
94 | 298 | Mohamed Nasser | *Nikita Nikolaev* Coursework |
95 | 294 | Owen Siyoto | *Owen Siyoto* Learning to interpret satellite images in global scale using wikipedia |
96 | 302 | Evgeniy Pavlovskiy | *Mohamed Nasser* Coursework |
97 | *Watana Pongsapas* Coursework |
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98 | 305 | Andrey Yashkin | *Alix Bernard* Coursework |
99 | 306 | Evgeniy Pavlovskiy | *Andrey Yashkin* Coursework |
100 | *Thibault Kollen* Gogioso S. A Corpus-based Toy Model for DisCoCat //arXiv preprint arXiv:1605.04013. – 2016. URL: https://arxiv.org/pdf/1605.04013.pdf |
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101 | *Geoffroy de Felcourt* Shen J. et al. Natural tts synthesis by conditioning wavenet on mel spectrogram predictions //2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). – IEEE, 2018. – С. 4779-4783. URL: https://arxiv.org/pdf/1712.05884.pdf |
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102 | *Antoine Logeais* Skip-thoughts, Infersent, RandSent - Facebook |
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103 | *Richard Fambon* Vorontsov K. et al. Bigartm: Open source library for regularized multimodal topic modeling of large collections //International Conference on Analysis of Images, Social Networks and Texts. – Springer, Cham, 2015. – С. 370-381. URL: http://www.machinelearning.ru/wiki/images/e/ea/Voron15aist.pdf || |
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104 | 279 | Evgeniy Pavlovskiy | |
105 | 199 | Evgeniy Pavlovskiy | h3. May, 2020 |
106 | |||
107 | 278 | Evgeniy Pavlovskiy | |7, #3241|*Ravi Kumar* Master |
108 | 208 | Evgeniy Pavlovskiy | *Owen Siyoto* Master |
109 | 220 | Evgeniy Pavlovskiy | *Oladotun Aluko* Coursework |
110 | 236 | Evgeniy Pavlovskiy | *Alexander Rusnak* Coursework |
111 | 267 | Abhishek Saxena | *Vladislav Panferov* Coursework |
112 | 307 | Evgeniy Pavlovskiy | *Abhishek Saxena* Blockchain for AI: Review and open research challenges |
113 | *Mikhail Liz* Coursework| |
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114 | 287 | Evgeniy Pavlovskiy | |14, #3248|*Kaivalya Pandey* Coursework |
115 | 215 | Evgeniy Pavlovskiy | *Andrey Yashkin* Coursework |
116 | *Rohan Rathore* Coursework |
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117 | 287 | Evgeniy Pavlovskiy | -*Sergey Garmaev* Coursework- rescheduled for June 4 |
118 | 281 | Elena Voskoboy | *Dinesh Reddy* Coursework |
119 | 289 | Evgeniy Pavlovskiy | -*Elena Voskoboy* Coursework- rescheduled for June 4 |
120 | 1 | Evgeniy Pavlovskiy | *Munyaradzi Njera* Paper |
121 | 289 | Evgeniy Pavlovskiy | *Munyaradzi Njera* Master Thesis| |
122 | 302 | Evgeniy Pavlovskiy | |21, #3283|*Daria Pirozhkova* Coursework |
123 | 1 | Evgeniy Pavlovskiy | *Alexey Korolev* Coursework |
124 | *Mohamed Nasser* End-to-End 3D Face Reconstruction with Deep Neural Networks |
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125 | -*Alexander Donets* Coursework- (academic vacation) |
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126 | 302 | Evgeniy Pavlovskiy | -*Rishabh Tiwari* Coursework- shifted to the next week |
127 | *Olga Yakovenko* Master thesis| |
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128 | |28, #3325|-*Alix Bernard* Coursework- postponed to the next week |
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129 | 215 | Evgeniy Pavlovskiy | *Mukul Vishwas* Coursework |
130 | 302 | Evgeniy Pavlovskiy | -*Watana Pongsapas* Coursework- postponed to the next week |
131 | 223 | Evgeniy Pavlovskiy | *Raphael Blankson* Coursework |
132 | 290 | Evgeniy Pavlovskiy | -*Nikita Nikolaev* Coursework- rescheduled for June, 4 |
133 | 302 | Evgeniy Pavlovskiy | -*Olga Yakovenko* Master thesis- (presented 21.05.2020) |
134 | 292 | Evgeniy Pavlovskiy | *Rishabh Tiwari* Coursework| |
135 | 199 | Evgeniy Pavlovskiy | |
136 | h3. April, 2020 |
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137 | |||
138 | 259 | Evgeniy Pavlovskiy | |2, #|[Optional] Daia Scientist - values of a professional| |
139 | 273 | Evgeniy Pavlovskiy | |9 -2-, #3202|*Thibault Kollen* Flipout: Efficient pseudo-independent weight perturbations on mini-batches |
140 | 240 | Vladislav Panferov | *Richard Fambon* Tensor Networks |
141 | 224 | Alexander Rusnak | *Alexander Rusnak* GPT-2 |
142 | 250 | Evgeniy Pavlovskiy | *Dinesh Reddy* Brain Tumor Sementation Using Deep Learning by Type Specific Sorting of Images |
143 | 252 | Evgeniy Pavlovskiy | *Alix Bernard* Deep Learning based Approach to Reduced Order Modelling |
144 | 1 | Evgeniy Pavlovskiy | *Ravi Kumar* Complex Convolution. IEEE |
145 | 258 | Evgeniy Pavlovskiy | *Olga Yakovenko* University of Pau| |
146 | 272 | Evgeniy Pavlovskiy | |16 -9-, #3226|*Rohan Rathore* Layer-wise relevance propagation: an overview |
147 | 1 | Evgeniy Pavlovskiy | *Antoine Logeais* Weight uncertainty in neural networks |
148 | 262 | Evgeniy Pavlovskiy | -*Owen Siyoto* Learning to interpret satellite images in global scale using wikipedia- |
149 | 259 | Evgeniy Pavlovskiy | *Alexey Korolev* Bert-dst: Scalable end-to-end dialogue state tracking with bidirectional encoder representations from transformer |
150 | 241 | Vladislav Panferov | *Alexander Donets* Implicit weight uncertainty in neural networks| |
151 | 272 | Evgeniy Pavlovskiy | |23 -16-, #3225|*Jetina Tsvaki* Understanding mixup training methods |
152 | 259 | Evgeniy Pavlovskiy | *Jetina Tsvaki* Master |
153 | 263 | Mukul Vishwas | *Mukul Vishwas* A Study on Face Recognition Techniques with Age and Gender Classification |
154 | 210 | Evgeniy Pavlovskiy | *Rishabh Tiwari* |
155 | 212 | Evgeniy Pavlovskiy | *Geoffroy de Felcourt* Jasper: An end-to-end convolutional neural acoustic model |
156 | 264 | Daniil Fishman | *Fishman Daniil* XGBoost: A Scalable Tree Boosting System |
157 | *Fishman Daniil* Master |
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158 | 268 | Evgeniy Pavlovskiy | -*Mikhail Rodin* Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization-| |
159 | 271 | Evgeniy Pavlovskiy | |30, #3240|*Raphael Blankson* Towards quantum machine learning with tensor networks |
160 | 218 | Evgeniy Pavlovskiy | *Vassily Baranov* Coursework |
161 | 1 | Evgeniy Pavlovskiy | *Kalmutskiy Kirill* Coursework |
162 | 271 | Evgeniy Pavlovskiy | -*Mikhail Liz* Coursework- (illness) |
163 | 268 | Evgeniy Pavlovskiy | *Mikhail Rodin* Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization| |
164 | 199 | Evgeniy Pavlovskiy | |
165 | h3. March, 2020 |
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166 | |||
167 | 247 | Evgeniy Pavlovskiy | |5, #3137|-*Elena Voskoboy* Hybrid VAE for NLG- |
168 | 1 | Evgeniy Pavlovskiy | *Mikhail Liz* Deep learning for symbolic mathematics |
169 | 228 | Evgeniy Pavlovskiy | *Vassily Baranov* Distilling knowledge |
170 | -*Andrey Yashkin*- |
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171 | *Sergey Garmaev* Reservoir Computing| |
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172 | 248 | Evgeniy Pavlovskiy | |12, #3138|*Oladotun Aluko* NASNet and AutoML |
173 | 238 | Vladislav Panferov | *Watana Pongsapas* Deep learning: A Generic approach for extreme condition traffic |
174 | 239 | Vladislav Panferov | *Kirill Kalmutsky* Variational Quantum Circuits and Deep Reinforcement Learning |
175 | *Andrey Yashkin* Quantum circuit learning| |
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176 | 249 | Evgeniy Pavlovskiy | |19, #3139|*-Geoffroy de Felcourt-* |
177 | 228 | Evgeniy Pavlovskiy | *Elena Voskoboy* Hybrid VAE for NLG |
178 | 199 | Evgeniy Pavlovskiy | ~~25 min slot~~| |
179 | 251 | Evgeniy Pavlovskiy | |26, #3190|*Omid Razizadeh* Reynolds Averaged Turbulence Modeling using Deep Neural Networks with Embedded Invariance. |
180 | 202 | Omid Razizadeh | *Omid Razizadeh* Master thesis |
181 | 239 | Vladislav Panferov | *Kaivalya Pandey* Deep Reinforcement Learning |
182 | 251 | Evgeniy Pavlovskiy | -*Alix Bernard* Deep Learning based Approach to Reduced Order Modelling-.| |
183 | 199 | Evgeniy Pavlovskiy | |
184 | h3. February, 2020 |
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185 | |||
186 | |6, #3133|Planning the semester| |
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187 | |13, #3133|Planning the semester| |
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188 | 242 | Vladislav Panferov | |20, #3136|*Nikita Nikolaev* Zero and Few shot learning |
189 | 199 | Evgeniy Pavlovskiy | ~~25 min slot~~ |
190 | ~~25 min slot~~ |
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191 | ~~25 min slot~~| |
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192 | 242 | Vladislav Panferov | |27, #3135|*Daria Pirozhkova* ERNIE |
193 | 227 | Evgeniy Pavlovskiy | -*Sergey Garmaev* Reservoir Computing- |
194 | 199 | Evgeniy Pavlovskiy | ~~25 min slot~~ |
195 | ~~25 min slot~~| |
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196 | |||
197 | 157 | Evgeniy Pavlovskiy | h2. Schedule 2019, fall |
198 | |||
199 | Thursday, 18:10, cab 5239 NSU new building |
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200 | |||
201 | h3. December, 2019 |
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202 | |||
203 | 192 | Evgeniy Pavlovskiy | |5, #2819|*Rohan Rahore* “Why Should I Trust You?” Explaining the Predictions of Any Classifier |
204 | *Jetina Tsvaki* Thesis |
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205 | 169 | Evgeniy Pavlovskiy | *Omid Razizadeh* Thesis |
206 | 189 | Evgeniy Pavlovskiy | -*Mihail Rodin* Style transfer- |
207 | -*Mohammed Sweilam*-| |
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208 | 194 | Evgeniy Pavlovskiy | |12, #2860|*Ravi Kumar* Thesis |
209 | 1 | Evgeniy Pavlovskiy | *Raphael Blankson* |
210 | *Nikita Nikolaev* |
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211 | 185 | Evgeniy Pavlovskiy | *Abhishek Saxena* |
212 | *Rishabh Tiwarri*| |
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213 | 195 | Evgeniy Pavlovskiy | |19, #2946|Conducted by *Kaivalya Anand Pandey* |
214 | *Jetina Tsvaki* Paper |
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215 | -*Elizaveta Tagirova* Paper with code: Deep-speare: A Joint Neural Model of Poetic Language, Meter and Rhyme- |
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216 | -*Elizaveta Tagirova* Master thesis- |
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217 | -*Vladislav Panferov*- |
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218 | *Mikhail Liz* CosFace |
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219 | *Alexander Rusnak*| |
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220 | 1 | Evgeniy Pavlovskiy | |26, #|*Mihail Rodin* Style transfer |
221 | *Mohammed Sweilam* |
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222 | 195 | Evgeniy Pavlovskiy | -*Alexander Rusnak*- |
223 | 187 | Evgeniy Pavlovskiy | *Owen Siyoto* Master thesis |
224 | 195 | Evgeniy Pavlovskiy | *Owen Siyoto* Efficient Net |
225 | Rescheduled: |
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226 | * *Elizaveta Tagirova* Paper with code: Deep-speare: A Joint Neural Model of Poetic Language, Meter and Rhyme- |
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227 | * *Elizaveta Tagirova* Master thesis |
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228 | * *Vladislav Panferov*| |
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229 | 157 | Evgeniy Pavlovskiy | |
230 | h3. November, 2019 |
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231 | |||
232 | 175 | Evgeniy Pavlovskiy | |7, #2660|*Sergey Garmaev* |
233 | 167 | Evgeniy Pavlovskiy | *Dinesh Reddy* |
234 | *Daria Pirozhkova* |
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235 | 196 | Evgeniy Pavlovskiy | -*Oladotun Aluko*- |
236 | 198 | Evgeniy Pavlovskiy | *Ravi Kumar* Segmentation of Brain Tumors and Patient Survival Prediction: Methods for the BraTS 2018 Challenge| |
237 | 183 | Evgeniy Pavlovskiy | |14, #2720|*Roman Kozinets*, Weight Agnostic Neural Networks |
238 | 159 | Evgeniy Pavlovskiy | *Roman Kozinets*, Master thesis |
239 | 193 | Evgeniy Pavlovskiy | *Elena Voskoboy* A neural algorithm of artistic style |
240 | 183 | Evgeniy Pavlovskiy | *Alix Bernard* |
241 | 184 | Evgeniy Pavlovskiy | -*Oladotun Aluko*-| |
242 | |21, #2726|*Kaivalya Pandey* |
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243 | 163 | Evgeniy Pavlovskiy | *Alexander Donets* |
244 | 184 | Evgeniy Pavlovskiy | -*Rishabh Tiwari*- |
245 | 182 | Evgeniy Pavlovskiy | *Andrey Yashkin* |
246 | 1 | Evgeniy Pavlovskiy | *Oladotun Aluko*| |
247 | 188 | Evgeniy Pavlovskiy | |28, #2766|*Alexey Korolev* |
248 | 165 | Evgeniy Pavlovskiy | *Kirill Kalmutskiy* |
249 | 167 | Evgeniy Pavlovskiy | *Mukul Vishwas* |
250 | 186 | Evgeniy Pavlovskiy | *Antoine Kristanek*| |
251 | 157 | Evgeniy Pavlovskiy | |
252 | h3. October, 2019 |
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253 | 1 | Evgeniy Pavlovskiy | |
254 | 179 | Evgeniy Pavlovskiy | |3, #2447|~~25 min slot~~ |
255 | 157 | Evgeniy Pavlovskiy | ~~25 min slot~~ |
256 | ~~25 min slot~~ |
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257 | ~~25 min slot~~| |
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258 | 178 | Evgeniy Pavlovskiy | |10, #2456|Scientific Advisor: prof. Yakovenko S.N. |
259 | 162 | Evgeniy Pavlovskiy | Scientific Advisor: Postovalov S.N. |
260 | 157 | Evgeniy Pavlovskiy | Scientific Advisor: Bondarenko I., Batura T.V. |
261 | ~~25 min slot~~| |
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262 | 177 | Evgeniy Pavlovskiy | |17, #2473|*Munyaradzi Njera* Paper |
263 | 157 | Evgeniy Pavlovskiy | ~~25 min slot~~ |
264 | ~~25 min slot~~ |
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265 | ~~25 min slot~~| |
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266 | 172 | Evgeniy Pavlovskiy | |24, #|Scientific Advisor: prof. Palchunov D.E. |
267 | *Munyaradzi Njera* Thesis |
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268 | *Vassily Baranov*| |
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269 | 176 | Evgeniy Pavlovskiy | |31, #2638|*Omid Razizadeh*, Data-driven predictive using field inversion |
270 | 172 | Evgeniy Pavlovskiy | ~~25 min slot~~ |
271 | 166 | Evgeniy Pavlovskiy | *Watana Pongsapas* |
272 | 197 | Evgeniy Pavlovskiy | -*Ravi Kumar* Segmentation of Brain Tumors and Patient Survival Prediction: Methods for the BraTS 2018 Challenge-| |
273 | 157 | Evgeniy Pavlovskiy | |
274 | h3. September, 2019 |
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275 | |||
276 | 1. Introduction |
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277 | 2. Scientific advisors presentations: https://trello.com/b/859tElZm/scientfic-advisors-19-21 |
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278 | |||
279 | Presented: |
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280 | # Taylakov D. (Digital Field Technology) |
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281 | # Kolonin A. |
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282 | # Okunev A. |
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283 | # Usov E. (NNTC.pro) |
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284 | |||
285 | To be presented: |
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286 | # ... see https://trello.com/b/859tElZm/scientfic-advisors-19-21 |
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287 | |||
288 | 180 | Evgeniy Pavlovskiy | 3. Planning the semester #2435 (20.09.2019, 26.09.2019) |
289 | 157 | Evgeniy Pavlovskiy | |
290 | 96 | Evgeniy Pavlovskiy | h2. Schedule 2019, spring |
291 | 129 | Evgeniy Pavlovskiy | Thursday, 16:20, cab 5212 NSU new building |
292 | 1 | Evgeniy Pavlovskiy | |
293 | 102 | Evgeniy Pavlovskiy | h3. May, 2019 |
294 | 1 | Evgeniy Pavlovskiy | |
295 | 103 | Evgeniy Pavlovskiy | |23, #|*Munjaradzi Njera* Master thesis |
296 | 141 | Evgeniy Pavlovskiy | *Andrey Marinov*: Selsam, D., Lamm, M., Bünz, B., Liang, P., de Moura, L., & Dill, D. L. (2018). Learning a SAT solver from single-bit supervision. arXiv preprint arXiv:1802.03685. |
297 | 143 | Evgeniy Pavlovskiy | *Ravi Kumar* Course work |
298 | 156 | Evgeniy Pavlovskiy | -*Klim Markelov* Master thesis- |
299 | 153 | Evgeniy Pavlovskiy | *Roman Kozinets* Master thesis (imaging) |
300 | 154 | Evgeniy Pavlovskiy | *Anton Dorozhko* Reinforcement Learning for long-term reward optimization in recommender systems (Master thesis) |
301 | 155 | Evgeniy Pavlovskiy | *Omid Razizadeh* Coursework: Detecting Alzheimer's disease using different machine learning approaches |
302 | *Artem Sergeev* Paper: Speech Commands: A Dataset for Limited-Vocabulary Speech Recognition |
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303 | *Artem Sergeev* Master Thesis| |
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304 | 154 | Evgeniy Pavlovskiy | |16, #|*Jetina Tsvaki* Master thesis |
305 | 141 | Evgeniy Pavlovskiy | *Anik Chakrabarthy* Master thesis |
306 | 149 | Evgeniy Pavlovskiy | *Dylan Bersans* Outside the closed world: On Using ML for Network Intrusion Detection |
307 | 142 | Evgeniy Pavlovskiy | *Andrey Marinov* Master thesis: Research on an efficiency of the bilingual model for the silent speech recognition. |
308 | *Ivan Rogalsky* Open System Categorical Quantum Semantics in NLP (master thesis, review) |
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309 | *Jetina Tsvaki* Predicting Oil Movement in a development System Using Deep Latent Dynamic Models| |
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310 | 102 | Evgeniy Pavlovskiy | |
311 | h3. April, 2019 |
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312 | |||
313 | 151 | Evgeniy Pavlovskiy | |25, #|Open Seminar jointly with Open Data Science Siberia |
314 | *Andrey Zubkov* Master thesis: Separability of silent speech phonemes for English language. Speaker and session independence. |
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315 | 1 | Evgeniy Pavlovskiy | *Evgeniy Kurochkin* Master thesis |
316 | *Alexandra Luchkina* Master thesis |
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317 | 143 | Evgeniy Pavlovskiy | *Leyuan Sheng* Master thesis: Text to speech synthesis using Generative Adversarial networks for speech enhancement. |
318 | 1 | Evgeniy Pavlovskiy | *Malysheva Anastasia* Master thesis: The development and research of the prediction methods for time series obtained by the combination of different patterns. |
319 | *Olga Yakovenko* Course work |
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320 | 151 | Evgeniy Pavlovskiy | *Juan Pinzon* Master thesis: Sentiment Analysis in Social Media Texts (Spanish language) |
321 | 152 | Evgeniy Pavlovskiy | Video: https://www.youtube.com/watch?v=T7Oa4hBR3g4| |
322 | 142 | Evgeniy Pavlovskiy | |18, #|-*Ivan Rogalsky* Open System Categorical Quantum Semantics in NLP (master thesis, review) |
323 | 1 | Evgeniy Pavlovskiy | *Ravi Kumar* Master thesis |
324 | *Jetina Tsvaki* Predicting Oil Movement in a development System Using Deep Latent Dynamic Models |
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325 | *Dylan Bersans* Outside the closed world: On Using ML for Network Intrusion Detection |
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326 | 109 | Evgeniy Pavlovskiy | *Olga Yakovenko* Course work |
327 | 142 | Evgeniy Pavlovskiy | *Juan Pinzon* Master thesis- replaced by |
328 | *Natalia Loukashevich* Modern trends on NLP (Tochka Kipenia, Academpark, 16:00, 18.04.2019)| |
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329 | 145 | Evgeniy Pavlovskiy | |11, #2164|*Leyuan Sheng* Tacotron 2 |
330 | 147 | Evgeniy Pavlovskiy | -*Klim Markelov* Master thesis- |
331 | 139 | Evgeniy Pavlovskiy | -*Juan Pinzon* Master thesis- |
332 | 137 | Anastasia Malysheva | *Ravi Kumar* State of the art Deep Learning: Evolving Machine Intelligence Toward Tomorrow's |
333 | *Malysheva Anastasia* Attention is all you need https://papers.nips.cc/paper/7181-attention-is-all-you-need.pdf | |
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334 | 145 | Evgeniy Pavlovskiy | |4, #2146|*Roman Kozinets* CNN for speech command recognition. Review |
335 | 138 | Evgeniy Pavlovskiy | -*Ivan Rogalsky* Quantum-Theoretic Approach in Dicstr. Semantics- |
336 | 143 | Evgeniy Pavlovskiy | *Akilesh Sivaswamy* Master thesis: Data classification using superposition and HMM |
337 | 146 | Evgeniy Pavlovskiy | *Madina Tussupova* Master Thesis: Determination of grammatical categories using machine learning algorithms |
338 | 116 | Evgeniy Pavlovskiy | *Madina Tussupova* 5.3. Wieting J., Kiela D. No Training Required: Exploring Random Encoders for Sentence Classification //arXiv preprint arXiv:1901.10444. – 2019. URL (20 min)| |
339 | 102 | Evgeniy Pavlovskiy | |
340 | 1 | Evgeniy Pavlovskiy | h3. March, 2019 |
341 | 102 | Evgeniy Pavlovskiy | |
342 | 144 | Evgeniy Pavlovskiy | |28, #2105|-*Ravi Kumar* State of the art Deep Learning: Evolving Machine Intelligence Toward Tomorrow's- |
343 | 133 | Evgeniy Pavlovskiy | *Munjaradzi Njera* Human-level control through deep reinforcement learning |
344 | 1 | Evgeniy Pavlovskiy | *Thomas Vialars* Artificial Intelligence Safety and Cybersecurity: a Timeline of AI Failures |
345 | 132 | Evgeniy Pavlovskiy | *Petr Gusev* MXNet |
346 | 120 | Evgeniy Pavlovskiy | *Petr Gusev* Master Thesis| |
347 | 131 | Evgeniy Pavlovskiy | |21, #2086|*Juan Pinzon* Universal Language Model Fine-tuning for Text Classification |
348 | 120 | Evgeniy Pavlovskiy | *Elizaveta Tagirova* Master Thesis |
349 | 130 | Evgeniy Pavlovskiy | -*Petr Gusev* MXNet- |
350 | -*Seth Gyamerah* Understanding consumer behavior-| |
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351 | 127 | Evgeniy Pavlovskiy | |14, #2076|*Omid Razizadeh* Pixel Recurrent Neural Networks. |
352 | 105 | Klim Markelov | *Klim Markelov* A Style-Based Generator Architecture for Generative Adversarial Networks. |
353 | 104 | Evgeniy Pavlovskiy | *Anik Chakrabarthy* DisCoCat toy model |
354 | 125 | Evgeniy Pavlovskiy | *Akilesh Sivaswamy* CosFace| |
355 | 128 | Evgeniy Pavlovskiy | |7, #2071|-*Andrey Zubkov* Performance of Word Embeddings- (previously reported) |
356 | 102 | Evgeniy Pavlovskiy | *Alexandra Luchkina* Triplet loss |
357 | 122 | Evgeniy Pavlovskiy | *Evgeniy Kurochkin* Self-Taught Convolutional Neural Networks for Short Text Clustering |
358 | *Olga Yakovenko* BigARTM| |
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359 | 97 | Evgeniy Pavlovskiy | |
360 | h3. February, 2019 |
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361 | |||
362 | 118 | Evgeniy Pavlovskiy | |28, #2058|*Elizaveta Tagirova* Universal Sentence Encoder |
363 | 123 | Evgeniy Pavlovskiy | *Andrey Zubkov* Neurohackathon on autism disorder: prized solution |
364 | 96 | Evgeniy Pavlovskiy | ~~time slot (25 min)~~ |
365 | ~~time slot (25 min)~~| |
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366 | 1 | Evgeniy Pavlovskiy | |21, #2054|*Vyacheslav Mukhortov* Project Management Practice: teambiudling and project tasks. |
367 | 108 | Evgeniy Pavlovskiy | *Evgeniy Pavlovskiy* Planning of academic seminar for Spring, 2019| |
368 | 107 | Evgeniy Pavlovskiy | |
369 | 96 | Evgeniy Pavlovskiy | h2. Schedule 2018, fall |
370 | Thursday, 18:10, cab 5273 NSU new building |
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371 | 1 | Evgeniy Pavlovskiy | |
372 | 96 | Evgeniy Pavlovskiy | h3. December, 2018 |
373 | 54 | Evgeniy Pavlovskiy | |
374 | 96 | Evgeniy Pavlovskiy | |6, #2034|*Leyuan Sheng*, CycleGAN |
375 | *Tagirova Elizaveta*. LIME (local interpretable model-agnostic explanations) https://arxiv.org/pdf/1602.04938v1.pdf |
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376 | *Luchkina Alexandra*, Sobolev Training |
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377 | *Fishman Daniil*, Prediction of enhancer-promoter interactions via natural language processing| |
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378 | |13, #|*Anton Kolonin*. Topics for master work. |
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379 | *Evgeniy Averyanov*, Schmidt, Mark. Minimizing finite sums with the stochastic average gradient / M. Schmidt, N. Le Roux, F. Bach // Mathematical Programming. — 2017. — Vol. 162(1). — P. 83–112. — URL: https://link.springer.com/article/10.1007/s10107-016-1030-6 |
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380 | *Polina Potapova*, XNOR-Net, https://arxiv.org/pdf/1603.05279.pdf |
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381 | *Lee Wonjai*. Bayesian CDF (continue with example) |
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382 | | |
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383 | |20, #|-*Artem Sergeev*. ArcFace- |
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384 | *Gyamerah Seth*, Fuzzy time series on financial forecasting |
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385 | -*Mulley Loic*, Triplet Loss https://arxiv.org/pdf/1503.03832.pdf- |
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386 | *Kurochkin Evgeniy*, DenseNet |
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387 | | |
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388 | |27, #|*Julien Machet*, Machine learning top down and bottom up. |
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389 | *Ivan Rogalsky* |
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390 | *Arsentiy Melnikov* Teacher student curriculum learning https://arxiv.org/pdf/1707.00183.pdf |
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391 | *Loic Mulley*, Triplet Loss https://arxiv.org/pdf/1503.03832.pdf |
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392 | *Artem Sergeev*, ArcFace| |
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393 | 1 | Evgeniy Pavlovskiy | |
394 | h3. November, 2018 |
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395 | |||
396 | |1, #|*Petr Gusev*. ResNet, ResNeXt K. He, X. Zhang, S. Ren, and J. Sun. Deep Residual Learning for Image Recognition. In CVPR, 2016 |
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397 | 64 | Evgeniy Pavlovskiy | *Anastasia Malysheva*, Variational Autoencoders |
398 | 65 | Evgeniy Pavlovskiy | *Anik Chakrabarthy*. Quantum Semantics |
399 | 1 | Evgeniy Pavlovskiy | ~~25 min slot~~| |
400 | 64 | Evgeniy Pavlovskiy | |8, #|*Akilesh Sivawamy*, Mobile NN. |
401 | 77 | Evgeniy Pavlovskiy | *Lee Wonjai*. Bayesian CDF |
402 | 74 | Evgeniy Pavlovskiy | -*Polina Potapova*, XNOR-Net, https://arxiv.org/pdf/1603.05279.pdf- (moved to December) |
403 | 86 | Evgeniy Pavlovskiy | *Olga Yakovenko*, RNN for Speech Recognition| |
404 | 1 | Evgeniy Pavlovskiy | |15, #|*Ravi Kumar*, Deep Learning in Mobile and Wireless Networks: a Survey |
405 | 64 | Evgeniy Pavlovskiy | *Munjaradzi Njera*, Attentioned based LSTM |
406 | 67 | Evgeniy Pavlovskiy | *Juan Fernando Pinzon Correa*, Rapids AI |
407 | 75 | Evgeniy Pavlovskiy | *Urynbassarov Mukhtar*, GAN| |
408 | 62 | Evgeniy Pavlovskiy | |22, #|lost| |
409 | 59 | Evgeniy Pavlovskiy | |29, #|*Roman Kozinets*, Siamese NN |
410 | 64 | Evgeniy Pavlovskiy | *Omid Razizadeh*, tSNE |
411 | 87 | Evgeniy Pavlovskiy | *Jetina Tsvaki*, Natural language based financial forecasting: a survey |
412 | 56 | Evgeniy Pavlovskiy | *Owen Siyoto*, Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network| |
413 | 85 | Evgeniy Pavlovskiy | |
414 | 96 | Evgeniy Pavlovskiy | h3. October, 2018 |
415 | 88 | Evgeniy Pavlovskiy | |
416 | 96 | Evgeniy Pavlovskiy | |18, #2028|Planning the semester| |
417 | |25, #|*Klim Markelov*, Capsule NN |
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418 | *Andrey Zubkov*, Dynamic Word Embeddings https://arxiv.org/abs/1804.07983 |
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419 | *Vitaly Poteshkin*, MixUp |
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420 | Planning the semester| |
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421 | 88 | Evgeniy Pavlovskiy | |
422 | 96 | Evgeniy Pavlovskiy | h3. September, 2018 |
423 | 89 | Evgeniy Pavlovskiy | |
424 | 96 | Evgeniy Pavlovskiy | 1. 2nd year students coursework pre-defence: (1) #2008, (2) 14.09.2018. |
425 | |||
426 | 2. Scientific advisors presentations: https://trello.com/b/ZlMTMsS8/bdaai-scientific-topics |
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427 | |||
428 | # Taylakov D. |
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429 | # Savostyanov A.N. |
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430 | # Duchkov A. |
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431 | # Golovin S. |
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432 | # Pavlovskiy E. |
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433 | # Kohanovskiy A. |
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434 | # Sviridenko D. |
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435 | # Redyuk A. |
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436 | # Vityaev E. |
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437 | |||
438 | h2. [[Archive]] |