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Seminars schedule » History » Version 327

Evgeniy Pavlovskiy, 2020-09-15 16:37

1 1 Evgeniy Pavlovskiy
h1. Seminar "Big Data Analytics"
2
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
10
11
|8, #3879|Planning the semester|
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~~
17
~~25 min slot~~|
18 325 Evgeniy Pavlovskiy
|29, #|~~25 min slot~~
19 310 Evgeniy Pavlovskiy
~~25 min slot~~
20 325 Evgeniy Pavlovskiy
~~25 min slot~~
21 310 Evgeniy Pavlovskiy
~~25 min slot~~|
22 52 Evgeniy Pavlovskiy
23 312 Evgeniy Pavlovskiy
h3. October, 2020
24 1 Evgeniy Pavlovskiy
25 319 Evgeniy Pavlovskiy
|6, #|Segery Berezin. Paper.
26 325 Evgeniy Pavlovskiy
Nikita Nikolaev. Paper.
27 312 Evgeniy Pavlovskiy
~~25 min slot~~
28
~~25 min slot~~|
29 321 Evgeniy Pavlovskiy
|13, #|Daria Pirozhkova. Paper.
30 324 Evgeniy Pavlovskiy
Oladotun Aluko. Paper.
31 325 Evgeniy Pavlovskiy
Dinesh Reddy. Paper.
32
Kirill Lunev. Paper.|
33 312 Evgeniy Pavlovskiy
|20, #|Kaivalya Pandey. Paper.
34 319 Evgeniy Pavlovskiy
Maria Matveeva, Paper
35 323 Maria Matveeva
Enes Kuzucu. Paper.
36 325 Evgeniy Pavlovskiy
Andrey Yashkin. Paper.
37
Maria Matveeva. Paper.|
38
|27, #|Rusnak Alexander. Paper.
39 312 Evgeniy Pavlovskiy
~~25 min slot~~
40
~~25 min slot~~
41 1 Evgeniy Pavlovskiy
~~25 min slot~~|
42 312 Evgeniy Pavlovskiy
43
h3. November, 2020
44 1 Evgeniy Pavlovskiy
45 325 Evgeniy Pavlovskiy
|3, #|Khue Luu. Paper.
46
Mikhail Liz. Paper.
47
Enes Kuzucu. Thesis.
48 312 Evgeniy Pavlovskiy
~~25 min slot~~|
49 1 Evgeniy Pavlovskiy
|10, #|Alexey Korolev. Paper.
50
Rishabh Tiwarri. Paper.
51 324 Evgeniy Pavlovskiy
Kirill Kalmutskiy. Paper.
52 325 Evgeniy Pavlovskiy
Hami Asmai. Paper.|
53 1 Evgeniy Pavlovskiy
|17, #|Sayed Mohammad Sajjadi. Paper.
54
Alix Bernard. Paper.
55
Alexander Donets. Paper.
56 325 Evgeniy Pavlovskiy
Sergey Pnev. Paper.
57 326 Evgeniy Pavlovskiy
Mikhail Rodin. Paper.|
58 324 Evgeniy Pavlovskiy
|24, #|Mukul Vishvas. Paper.
59 1 Evgeniy Pavlovskiy
Segery Berezin. Thesis.
60
Mohammed Sweilam. Paper.
61 325 Evgeniy Pavlovskiy
Watana Pongsapas. Paper.
62
Raphael Blankson. Paper.|
63 1 Evgeniy Pavlovskiy
64
h3. December, 2020
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66 326 Evgeniy Pavlovskiy
20 minutes for each presentation.
67
68 1 Evgeniy Pavlovskiy
|1, #|Rohan Rathore. Paper
69
Mikhail Rodin. Thesis.
70 325 Evgeniy Pavlovskiy
Sayed Mohammed. Thesis.
71 326 Evgeniy Pavlovskiy
Oladotun Aluko. Thesis.
72 327 Evgeniy Pavlovskiy
Aaron Xu Zhang. Thesis.|
73 324 Evgeniy Pavlovskiy
|8, #|Rohan Rathore. Thesis.
74 325 Evgeniy Pavlovskiy
Kirill Kalmutskiy. Thesis.
75
Kirill Lunev. Thesis.
76
Mikhail Liz. Thesis.
77 1 Evgeniy Pavlovskiy
Rusnak Alexander. Thesis.|
78 324 Evgeniy Pavlovskiy
|15, #|Kaivalya Pandey. Thesis.
79
Alix Bernard. Thesis.
80
Daria Pirozhkova. Thesis.
81
Mukul Vishwas. Thesis.
82 326 Evgeniy Pavlovskiy
Andrey Yashkin. Thesis.|
83 324 Evgeniy Pavlovskiy
|22, #|Rishabh Tiwarri. Thesis.
84
Nikita Nikoaev. Thesis.
85
Alexey Koroloev. Thesis.
86 1 Evgeniy Pavlovskiy
Watana Pongsapas. Thesis
87 325 Evgeniy Pavlovskiy
Mohammed Sweilam. Thesis.|
88
|29, #|Sergey Pnev. Thesis.
89
Alexander Donets. Thesis.
90
Maria Matveeva. Thesis.
91
Raphael Blankson. Thesis.
92 326 Evgeniy Pavlovskiy
Dinesh Reddy. Thesis.|
93 199 Evgeniy Pavlovskiy
94 235 Evgeniy Pavlovskiy
h2. Schedule 2020, spring
95 199 Evgeniy Pavlovskiy
96 279 Evgeniy Pavlovskiy
Thursday, 16:20, -cab 0207 NSU new building, '-1' elevator floor-, online: https://zoom.us/j/910812617
97
98 308 Evgeniy Pavlovskiy
h3. June, 2020
99 301 Abhishek Saxena
100 304 Vladislav Panferov
|4, #3424|*Elena Voskoboy* Coursework
101 288 Evgeniy Pavlovskiy
*Abhishek Saxena* Coursework
102 298 Mohamed Nasser
*Vladislav Panferov* Traditional Method Inspired Deep Neural Network for Edge Detection
103 294 Owen Siyoto
*Sergey Garmaev* Coursework
104 302 Evgeniy Pavlovskiy
*Nikita Nikolaev* Coursework
105
*Owen Siyoto* Learning to interpret satellite images in global scale using wikipedia
106 305 Andrey Yashkin
*Mohamed Nasser* Coursework
107 306 Evgeniy Pavlovskiy
*Watana Pongsapas* Coursework
108
*Alix Bernard* Coursework
109
*Andrey Yashkin* Coursework
110
*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	
111
*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	
112 279 Evgeniy Pavlovskiy
*Antoine Logeais* Skip-thoughts, Infersent, RandSent - Facebook
113 199 Evgeniy Pavlovskiy
*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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115 278 Evgeniy Pavlovskiy
h3. May, 2020
116 208 Evgeniy Pavlovskiy
117 220 Evgeniy Pavlovskiy
|7, #3241|*Ravi Kumar* Master
118 236 Evgeniy Pavlovskiy
*Owen Siyoto* Master
119 267 Abhishek Saxena
*Oladotun Aluko* Coursework
120 307 Evgeniy Pavlovskiy
*Alexander Rusnak* Coursework
121
*Vladislav Panferov* Coursework
122 287 Evgeniy Pavlovskiy
*Abhishek Saxena* Blockchain for AI: Review and open research challenges
123 215 Evgeniy Pavlovskiy
*Mikhail Liz* Coursework|
124
|14, #3248|*Kaivalya Pandey* Coursework
125 287 Evgeniy Pavlovskiy
*Andrey Yashkin* Coursework
126 281 Elena Voskoboy
*Rohan Rathore* Coursework
127 289 Evgeniy Pavlovskiy
-*Sergey Garmaev* Coursework- rescheduled for June 4
128 1 Evgeniy Pavlovskiy
*Dinesh Reddy* Coursework
129 289 Evgeniy Pavlovskiy
-*Elena Voskoboy* Coursework- rescheduled for June 4
130 302 Evgeniy Pavlovskiy
*Munyaradzi Njera* Paper
131 1 Evgeniy Pavlovskiy
*Munyaradzi Njera* Master Thesis|
132
|21, #3283|*Daria Pirozhkova* Coursework
133
*Alexey Korolev* Coursework
134 302 Evgeniy Pavlovskiy
*Mohamed Nasser* End-to-End 3D Face Reconstruction with Deep Neural Networks
135
-*Alexander Donets* Coursework- (academic vacation)
136
-*Rishabh Tiwari* Coursework- shifted to the next week
137 215 Evgeniy Pavlovskiy
*Olga Yakovenko* Master thesis|
138 302 Evgeniy Pavlovskiy
|28, #3325|-*Alix Bernard* Coursework- postponed to the next week
139 223 Evgeniy Pavlovskiy
*Mukul Vishwas* Coursework
140 290 Evgeniy Pavlovskiy
-*Watana Pongsapas* Coursework- postponed to the next week
141 302 Evgeniy Pavlovskiy
*Raphael Blankson* Coursework
142 292 Evgeniy Pavlovskiy
-*Nikita Nikolaev* Coursework- rescheduled for June, 4
143 199 Evgeniy Pavlovskiy
-*Olga Yakovenko* Master thesis- (presented 21.05.2020)
144
*Rishabh Tiwari* Coursework|
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146 259 Evgeniy Pavlovskiy
h3. April, 2020
147 273 Evgeniy Pavlovskiy
148 240 Vladislav Panferov
|2, #|[Optional] Daia Scientist - values of a professional|
149 224 Alexander Rusnak
|9 -2-, #3202|*Thibault Kollen* Flipout: Efficient pseudo-independent weight perturbations on mini-batches
150 250 Evgeniy Pavlovskiy
*Richard Fambon* Tensor Networks
151 252 Evgeniy Pavlovskiy
*Alexander Rusnak* GPT-2
152 1 Evgeniy Pavlovskiy
*Dinesh Reddy* Brain Tumor Sementation Using Deep Learning by Type Specific Sorting of Images
153 258 Evgeniy Pavlovskiy
*Alix Bernard* Deep Learning based Approach to Reduced Order Modelling
154 272 Evgeniy Pavlovskiy
*Ravi Kumar* Complex Convolution. IEEE
155 1 Evgeniy Pavlovskiy
*Olga Yakovenko* University of Pau|
156 262 Evgeniy Pavlovskiy
|16 -9-, #3226|*Rohan Rathore* Layer-wise relevance propagation: an overview
157 259 Evgeniy Pavlovskiy
*Antoine Logeais* Weight uncertainty in neural networks
158 241 Vladislav Panferov
-*Owen Siyoto* Learning to interpret satellite images in global scale using wikipedia-
159 272 Evgeniy Pavlovskiy
*Alexey Korolev* Bert-dst: Scalable end-to-end dialogue state tracking with bidirectional encoder representations from transformer
160 259 Evgeniy Pavlovskiy
*Alexander Donets* Implicit weight uncertainty in neural networks|
161 263 Mukul Vishwas
|23 -16-, #3225|*Jetina Tsvaki* Understanding mixup training methods
162 210 Evgeniy Pavlovskiy
*Jetina Tsvaki* Master
163 212 Evgeniy Pavlovskiy
*Mukul Vishwas* A Study on Face Recognition Techniques with Age and Gender Classification
164 264 Daniil Fishman
*Rishabh Tiwari*
165
*Geoffroy de Felcourt* Jasper: An end-to-end convolutional neural acoustic model
166 268 Evgeniy Pavlovskiy
*Fishman Daniil* XGBoost: A Scalable Tree Boosting System
167 271 Evgeniy Pavlovskiy
*Fishman Daniil* Master
168 218 Evgeniy Pavlovskiy
-*Mikhail Rodin* Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization-|
169 1 Evgeniy Pavlovskiy
|30, #3240|*Raphael Blankson* Towards quantum machine learning with tensor networks 
170 271 Evgeniy Pavlovskiy
*Vassily Baranov* Coursework
171 268 Evgeniy Pavlovskiy
*Kalmutskiy Kirill* Coursework
172 199 Evgeniy Pavlovskiy
-*Mikhail Liz* Coursework- (illness)
173
*Mikhail Rodin* Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization|
174
175 247 Evgeniy Pavlovskiy
h3. March, 2020
176 1 Evgeniy Pavlovskiy
177 228 Evgeniy Pavlovskiy
|5, #3137|-*Elena Voskoboy* Hybrid VAE for NLG-
178
*Mikhail Liz* Deep learning for symbolic mathematics
179
*Vassily Baranov* Distilling knowledge
180 248 Evgeniy Pavlovskiy
-*Andrey Yashkin*-
181 238 Vladislav Panferov
*Sergey Garmaev* Reservoir Computing|
182 239 Vladislav Panferov
|12, #3138|*Oladotun Aluko* NASNet and AutoML
183
*Watana Pongsapas*  Deep learning: A Generic approach for extreme condition traffic
184 249 Evgeniy Pavlovskiy
*Kirill Kalmutsky* Variational Quantum Circuits and Deep Reinforcement Learning
185 228 Evgeniy Pavlovskiy
*Andrey Yashkin* Quantum circuit learning|
186 199 Evgeniy Pavlovskiy
|19, #3139|*-Geoffroy de Felcourt-*
187 251 Evgeniy Pavlovskiy
*Elena Voskoboy* Hybrid VAE for NLG
188 202 Omid Razizadeh
~~25 min slot~~|
189 239 Vladislav Panferov
|26, #3190|*Omid Razizadeh* Reynolds Averaged Turbulence Modeling using Deep Neural Networks with Embedded Invariance.
190 251 Evgeniy Pavlovskiy
*Omid Razizadeh* Master thesis
191 199 Evgeniy Pavlovskiy
*Kaivalya Pandey* Deep Reinforcement Learning
192
-*Alix Bernard* Deep Learning based Approach to Reduced Order Modelling-.|
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h3. February, 2020
195
196 242 Vladislav Panferov
|6, #3133|Planning the semester|
197 199 Evgeniy Pavlovskiy
|13, #3133|Planning the semester|
198
|20, #3136|*Nikita Nikolaev* Zero and Few shot learning
199
~~25 min slot~~
200 242 Vladislav Panferov
~~25 min slot~~
201 227 Evgeniy Pavlovskiy
~~25 min slot~~|
202 199 Evgeniy Pavlovskiy
|27, #3135|*Daria Pirozhkova* ERNIE
203
-*Sergey Garmaev* Reservoir Computing-
204
~~25 min slot~~
205 157 Evgeniy Pavlovskiy
~~25 min slot~~|
206
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h2. Schedule 2019, fall
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209
Thursday, 18:10, cab 5239 NSU new building
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211 192 Evgeniy Pavlovskiy
h3. December, 2019
212
213 169 Evgeniy Pavlovskiy
|5, #2819|*Rohan Rahore* “Why Should I Trust You?” Explaining the Predictions of Any Classifier
214 189 Evgeniy Pavlovskiy
*Jetina Tsvaki* Thesis
215
*Omid Razizadeh* Thesis
216 194 Evgeniy Pavlovskiy
-*Mihail Rodin* Style transfer-
217 1 Evgeniy Pavlovskiy
-*Mohammed Sweilam*-|
218
|12, #2860|*Ravi Kumar* Thesis
219 185 Evgeniy Pavlovskiy
*Raphael Blankson*
220
*Nikita Nikolaev*
221 195 Evgeniy Pavlovskiy
*Abhishek Saxena*
222
*Rishabh Tiwarri*|
223
|19, #2946|Conducted by *Kaivalya Anand Pandey*
224
*Jetina Tsvaki* Paper
225
-*Elizaveta Tagirova* Paper with code: Deep-speare: A Joint Neural Model of Poetic Language, Meter and Rhyme-
226
-*Elizaveta Tagirova* Master thesis-
227
-*Vladislav Panferov*-
228 1 Evgeniy Pavlovskiy
*Mikhail Liz* CosFace
229
*Alexander Rusnak*|
230 195 Evgeniy Pavlovskiy
|26, #|*Mihail Rodin* Style transfer
231 187 Evgeniy Pavlovskiy
*Mohammed Sweilam*
232 195 Evgeniy Pavlovskiy
-*Alexander Rusnak*-
233
*Owen Siyoto* Master thesis
234
*Owen Siyoto* Efficient Net
235
Rescheduled:
236
* *Elizaveta Tagirova* Paper with code: Deep-speare: A Joint Neural Model of Poetic Language, Meter and Rhyme-
237 157 Evgeniy Pavlovskiy
* *Elizaveta Tagirova* Master thesis
238
* *Vladislav Panferov*|
239
240 175 Evgeniy Pavlovskiy
h3. November, 2019
241 167 Evgeniy Pavlovskiy
242
|7, #2660|*Sergey Garmaev*
243 196 Evgeniy Pavlovskiy
*Dinesh Reddy*
244 198 Evgeniy Pavlovskiy
*Daria Pirozhkova*
245 183 Evgeniy Pavlovskiy
-*Oladotun Aluko*-
246 159 Evgeniy Pavlovskiy
*Ravi Kumar* Segmentation of Brain Tumors and Patient Survival Prediction: Methods for the BraTS 2018 Challenge|
247 193 Evgeniy Pavlovskiy
|14, #2720|*Roman Kozinets*, Weight Agnostic Neural Networks
248 183 Evgeniy Pavlovskiy
*Roman Kozinets*, Master thesis
249 184 Evgeniy Pavlovskiy
*Elena Voskoboy* A neural algorithm of artistic style
250
*Alix Bernard*
251 163 Evgeniy Pavlovskiy
-*Oladotun Aluko*-|
252 184 Evgeniy Pavlovskiy
|21, #2726|*Kaivalya Pandey*
253 182 Evgeniy Pavlovskiy
*Alexander Donets*
254 1 Evgeniy Pavlovskiy
-*Rishabh Tiwari*-
255 188 Evgeniy Pavlovskiy
*Andrey Yashkin*
256 165 Evgeniy Pavlovskiy
*Oladotun Aluko*|
257 167 Evgeniy Pavlovskiy
|28, #2766|*Alexey Korolev*
258 186 Evgeniy Pavlovskiy
*Kirill Kalmutskiy*
259 157 Evgeniy Pavlovskiy
*Mukul Vishwas*
260
*Antoine Kristanek*|
261 1 Evgeniy Pavlovskiy
262 179 Evgeniy Pavlovskiy
h3. October, 2019
263 157 Evgeniy Pavlovskiy
264
|3, #2447|~~25 min slot~~
265
~~25 min slot~~
266 178 Evgeniy Pavlovskiy
~~25 min slot~~
267 162 Evgeniy Pavlovskiy
~~25 min slot~~|
268 157 Evgeniy Pavlovskiy
|10, #2456|Scientific Advisor: prof. Yakovenko S.N.
269
Scientific Advisor: Postovalov S.N.
270 177 Evgeniy Pavlovskiy
Scientific Advisor: Bondarenko I., Batura T.V.
271 157 Evgeniy Pavlovskiy
~~25 min slot~~|
272
|17, #2473|*Munyaradzi Njera* Paper
273
~~25 min slot~~
274 172 Evgeniy Pavlovskiy
~~25 min slot~~
275
~~25 min slot~~|
276
|24, #|Scientific Advisor: prof. Palchunov D.E.
277 176 Evgeniy Pavlovskiy
*Munyaradzi Njera* Thesis
278 172 Evgeniy Pavlovskiy
*Vassily Baranov*|
279 166 Evgeniy Pavlovskiy
|31, #2638|*Omid Razizadeh*, Data-driven predictive using field inversion
280 197 Evgeniy Pavlovskiy
~~25 min slot~~
281 157 Evgeniy Pavlovskiy
*Watana Pongsapas*
282
-*Ravi Kumar* Segmentation of Brain Tumors and Patient Survival Prediction: Methods for the BraTS 2018 Challenge-|
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h3. September, 2019
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1. Introduction
287
2. Scientific advisors presentations: https://trello.com/b/859tElZm/scientfic-advisors-19-21
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Presented:
290
# Taylakov D. (Digital Field Technology)
291
# Kolonin A.
292
# Okunev A.
293
# Usov E. (NNTC.pro)
294
295
To be presented:
296 180 Evgeniy Pavlovskiy
# ... see https://trello.com/b/859tElZm/scientfic-advisors-19-21
297 157 Evgeniy Pavlovskiy
298 96 Evgeniy Pavlovskiy
3. Planning the semester #2435 (20.09.2019, 26.09.2019)
299 129 Evgeniy Pavlovskiy
300 1 Evgeniy Pavlovskiy
h2. Schedule 2019, spring
301 102 Evgeniy Pavlovskiy
Thursday, 16:20, cab 5212 NSU new building
302 1 Evgeniy Pavlovskiy
303 103 Evgeniy Pavlovskiy
h3. May, 2019
304 141 Evgeniy Pavlovskiy
305 143 Evgeniy Pavlovskiy
|23, #|*Munjaradzi Njera* Master thesis
306 156 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.
307 153 Evgeniy Pavlovskiy
*Ravi Kumar* Course work
308 154 Evgeniy Pavlovskiy
-*Klim Markelov* Master thesis-
309 155 Evgeniy Pavlovskiy
*Roman Kozinets* Master thesis (imaging)
310
*Anton Dorozhko* Reinforcement Learning for long-term reward optimization in recommender systems (Master thesis)
311
*Omid Razizadeh* Coursework: Detecting Alzheimer's disease using different machine learning approaches
312 154 Evgeniy Pavlovskiy
*Artem Sergeev* Paper: Speech Commands: A Dataset for Limited-Vocabulary Speech Recognition
313 141 Evgeniy Pavlovskiy
*Artem Sergeev* Master Thesis|
314 149 Evgeniy Pavlovskiy
|16, #|*Jetina Tsvaki* Master thesis
315 142 Evgeniy Pavlovskiy
*Anik Chakrabarthy* Master thesis
316
*Dylan Bersans* Outside the closed world: On Using ML for Network Intrusion Detection
317
*Andrey Marinov* Master thesis: Research on an efficiency of the bilingual model for the silent speech recognition.
318 102 Evgeniy Pavlovskiy
*Ivan Rogalsky* Open System Categorical Quantum Semantics in NLP (master thesis, review)
319
*Jetina Tsvaki* Predicting Oil Movement in a development System Using Deep Latent Dynamic Models|
320
321 151 Evgeniy Pavlovskiy
h3. April, 2019
322
323 1 Evgeniy Pavlovskiy
|25, #|Open Seminar jointly with Open Data Science Siberia
324
*Andrey Zubkov* Master thesis: Separability of silent speech phonemes for English language. Speaker and session independence.
325 143 Evgeniy Pavlovskiy
*Evgeniy Kurochkin* Master thesis
326 1 Evgeniy Pavlovskiy
*Alexandra Luchkina* Master thesis
327
*Leyuan Sheng* Master thesis: Text to speech synthesis using Generative Adversarial networks for speech enhancement.
328 151 Evgeniy Pavlovskiy
*Malysheva Anastasia* Master thesis: The development and research of the prediction methods for time series obtained by the combination of different patterns.
329 152 Evgeniy Pavlovskiy
*Olga Yakovenko* Course work
330 142 Evgeniy Pavlovskiy
*Juan Pinzon* Master thesis: Sentiment Analysis in Social Media Texts (Spanish language)
331 1 Evgeniy Pavlovskiy
Video: https://www.youtube.com/watch?v=T7Oa4hBR3g4|
332
|18, #|-*Ivan Rogalsky* Open System Categorical Quantum Semantics in NLP (master thesis, review)
333
*Ravi Kumar* Master thesis
334 109 Evgeniy Pavlovskiy
*Jetina Tsvaki* Predicting Oil Movement in a development System Using Deep Latent Dynamic Models
335 142 Evgeniy Pavlovskiy
*Dylan Bersans* Outside the closed world: On Using ML for Network Intrusion Detection
336
*Olga Yakovenko* Course work
337 145 Evgeniy Pavlovskiy
*Juan Pinzon* Master thesis- replaced by
338 147 Evgeniy Pavlovskiy
*Natalia Loukashevich* Modern trends on NLP (Tochka Kipenia, Academpark, 16:00, 18.04.2019)|
339 139 Evgeniy Pavlovskiy
|11, #2164|*Leyuan Sheng* Tacotron 2
340 137 Anastasia Malysheva
-*Klim Markelov* Master thesis-
341
-*Juan Pinzon* Master thesis-
342 145 Evgeniy Pavlovskiy
*Ravi Kumar* State of the art Deep Learning: Evolving Machine Intelligence Toward Tomorrow's
343 138 Evgeniy Pavlovskiy
*Malysheva Anastasia* Attention is all you need https://papers.nips.cc/paper/7181-attention-is-all-you-need.pdf |
344 143 Evgeniy Pavlovskiy
|4, #2146|*Roman Kozinets* CNN for speech command recognition. Review
345 146 Evgeniy Pavlovskiy
-*Ivan Rogalsky* Quantum-Theoretic Approach in Dicstr. Semantics-
346 116 Evgeniy Pavlovskiy
*Akilesh Sivaswamy* Master thesis: Data classification using superposition and HMM
347 102 Evgeniy Pavlovskiy
*Madina Tussupova* Master Thesis: Determination of grammatical categories using machine learning algorithms
348 1 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)|
349 102 Evgeniy Pavlovskiy
350 144 Evgeniy Pavlovskiy
h3. March, 2019
351 133 Evgeniy Pavlovskiy
352 1 Evgeniy Pavlovskiy
|28, #2105|-*Ravi Kumar* State of the art Deep Learning: Evolving Machine Intelligence Toward Tomorrow's-
353 132 Evgeniy Pavlovskiy
*Munjaradzi Njera* Human-level control through deep reinforcement learning
354 120 Evgeniy Pavlovskiy
*Thomas Vialars* Artificial Intelligence Safety and Cybersecurity: a Timeline of AI Failures
355 131 Evgeniy Pavlovskiy
*Petr Gusev* MXNet
356 120 Evgeniy Pavlovskiy
*Petr Gusev* Master Thesis|
357 130 Evgeniy Pavlovskiy
|21, #2086|*Juan Pinzon* Universal Language Model Fine-tuning for Text Classification
358
*Elizaveta Tagirova* Master Thesis
359 127 Evgeniy Pavlovskiy
-*Petr Gusev* MXNet-
360 105 Klim Markelov
-*Seth Gyamerah* Understanding consumer behavior-|
361 104 Evgeniy Pavlovskiy
|14, #2076|*Omid Razizadeh* Pixel Recurrent Neural Networks.
362 125 Evgeniy Pavlovskiy
*Klim Markelov* A Style-Based Generator Architecture for Generative Adversarial Networks.
363 128 Evgeniy Pavlovskiy
*Anik Chakrabarthy* DisCoCat toy model
364 102 Evgeniy Pavlovskiy
*Akilesh Sivaswamy* CosFace|
365 122 Evgeniy Pavlovskiy
|7, #2071|-*Andrey Zubkov* Performance of Word Embeddings- (previously reported)
366
*Alexandra Luchkina* Triplet loss
367 97 Evgeniy Pavlovskiy
*Evgeniy Kurochkin* Self-Taught Convolutional Neural Networks for Short Text Clustering
368
*Olga Yakovenko* BigARTM|
369
370 118 Evgeniy Pavlovskiy
h3. February, 2019
371 123 Evgeniy Pavlovskiy
372 96 Evgeniy Pavlovskiy
|28, #2058|*Elizaveta Tagirova* Universal Sentence Encoder
373
*Andrey Zubkov* Neurohackathon on autism disorder: prized solution
374 1 Evgeniy Pavlovskiy
~~time slot (25 min)~~
375 108 Evgeniy Pavlovskiy
~~time slot (25 min)~~|
376 107 Evgeniy Pavlovskiy
|21, #2054|*Vyacheslav Mukhortov* Project Management Practice: teambiudling and project tasks.
377 96 Evgeniy Pavlovskiy
*Evgeniy Pavlovskiy* Planning of academic seminar for Spring, 2019|
378
379 1 Evgeniy Pavlovskiy
h2. Schedule 2018, fall
380 96 Evgeniy Pavlovskiy
Thursday, 18:10, cab 5273 NSU new building
381 54 Evgeniy Pavlovskiy
382 96 Evgeniy Pavlovskiy
h3. December, 2018
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|6, #2034|*Leyuan Sheng*, CycleGAN
385
*Tagirova Elizaveta*. LIME (local interpretable model-agnostic explanations) https://arxiv.org/pdf/1602.04938v1.pdf
386
*Luchkina Alexandra*, Sobolev Training
387
*Fishman Daniil*, Prediction of enhancer-promoter interactions via natural language processing|
388
|13, #|*Anton Kolonin*. Topics for master work.
389
*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
390
*Polina Potapova*, XNOR-Net, https://arxiv.org/pdf/1603.05279.pdf
391
*Lee Wonjai*. Bayesian CDF (continue with example)
392
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393
|20, #|-*Artem Sergeev*. ArcFace-
394
*Gyamerah Seth*, Fuzzy time series on financial forecasting
395
-*Mulley Loic*, Triplet Loss https://arxiv.org/pdf/1503.03832.pdf-
396
*Kurochkin Evgeniy*, DenseNet
397
|
398
|27, #|*Julien Machet*, Machine learning top down and bottom up.
399
*Ivan Rogalsky*
400
*Arsentiy Melnikov* Teacher student curriculum learning https://arxiv.org/pdf/1707.00183.pdf
401 1 Evgeniy Pavlovskiy
*Loic Mulley*, Triplet Loss https://arxiv.org/pdf/1503.03832.pdf
402
*Artem Sergeev*, ArcFace|
403
404
h3. November, 2018
405 64 Evgeniy Pavlovskiy
406 65 Evgeniy Pavlovskiy
|1, #|*Petr Gusev*. ResNet, ResNeXt K. He, X. Zhang, S. Ren, and J. Sun. Deep Residual Learning for Image Recognition. In CVPR, 2016
407 1 Evgeniy Pavlovskiy
*Anastasia Malysheva*, Variational Autoencoders
408 64 Evgeniy Pavlovskiy
*Anik Chakrabarthy*. Quantum Semantics
409 77 Evgeniy Pavlovskiy
~~25 min slot~~|
410 74 Evgeniy Pavlovskiy
|8, #|*Akilesh Sivawamy*, Mobile NN.
411 86 Evgeniy Pavlovskiy
*Lee Wonjai*. Bayesian CDF
412 1 Evgeniy Pavlovskiy
-*Polina Potapova*, XNOR-Net, https://arxiv.org/pdf/1603.05279.pdf- (moved to December)
413 64 Evgeniy Pavlovskiy
*Olga Yakovenko*, RNN for Speech Recognition|
414 67 Evgeniy Pavlovskiy
|15, #|*Ravi Kumar*, Deep Learning in Mobile and Wireless Networks: a Survey
415 75 Evgeniy Pavlovskiy
*Munjaradzi Njera*, Attentioned based LSTM
416 62 Evgeniy Pavlovskiy
*Juan Fernando Pinzon Correa*, Rapids AI
417 59 Evgeniy Pavlovskiy
*Urynbassarov Mukhtar*, GAN|
418 64 Evgeniy Pavlovskiy
|22, #|lost|
419 87 Evgeniy Pavlovskiy
|29, #|*Roman Kozinets*, Siamese NN
420 56 Evgeniy Pavlovskiy
*Omid Razizadeh*, tSNE
421 85 Evgeniy Pavlovskiy
*Jetina Tsvaki*, Natural language based financial forecasting: a survey
422 96 Evgeniy Pavlovskiy
*Owen Siyoto*, Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network|
423 88 Evgeniy Pavlovskiy
424 96 Evgeniy Pavlovskiy
h3. October, 2018
425
426
|18, #2028|Planning the semester|
427
|25, #|*Klim Markelov*, Capsule NN
428
*Andrey Zubkov*, Dynamic Word Embeddings https://arxiv.org/abs/1804.07983
429 88 Evgeniy Pavlovskiy
*Vitaly Poteshkin*, MixUp
430 96 Evgeniy Pavlovskiy
Planning the semester|
431 89 Evgeniy Pavlovskiy
432 96 Evgeniy Pavlovskiy
h3. September, 2018
433
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1. 2nd year students coursework pre-defence: (1) #2008, (2) 14.09.2018.
435
436
2. Scientific advisors presentations: https://trello.com/b/ZlMTMsS8/bdaai-scientific-topics
437
438
# Taylakov D.
439
# Savostyanov A.N.
440
# Duchkov A.
441
# Golovin S.
442
# Pavlovskiy E.
443
# Kohanovskiy A.
444
# Sviridenko D.
445
# Redyuk A.
446
# Vityaev E.
447 1 Evgeniy Pavlovskiy
448
h2. [[Archive]]