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Seminars schedule » History » Version 303

Vladislav Panferov, 2020-05-31 13:18

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