NN - Project fair - Google Sheets

	A	B	C	D	E	F	G	H	I	J
1		Responsible	Student 1	Student 2	Student 3	Student 4		Presentation date (28th May or 11th June)	Contacts
2	Hanabi (+)	Oriol	Rain Vagel	Joonas Kriisk			RL		Daniel	daniel.majoral.lopez@ut.ee
3	Imitation Learning in StarCraft II	Roman	Andry Nõgols	Getter Põru	Jaagup Russak	Villem Tõnisson	RL	28th May
4	Population-Based Training (+)	Oriol/Raul	Oleh Matsuk	Kryvenko Yevheniia	Grygorian Diana		Methods	28th May
5	Explainable chess (+) http://www.angelfire.com/games3/smartbridge/ http://www.chessgames.com/	Oriol/Raul	Robin Weitzel				Methods	28th May
6	Microtubules detection from microscopy slides	Daniel	Oliver Meikar	Edgar Sepp	Valentina Sagris	-	Microscopy Images	11th June
7	Dynamic segmentation	Daniel	Marharyta Dekret	-	-	-		28th May
8	Reproduce CARE for image restoration	Dmytro	Mikhail Papkov	Saumitra Bagchi				28th May
9	Reproduce GANs for de-noising	Dmytro	Salijona Dymshri	Tarun Khajuria	Mohamed Maher	Kirill Milintsevich		11th June
10	Classify chest X-ray images (a finished Kaggle competition)	Ardi	Kyrylo Medianovskyi	Dmytro Kolesnykov	Oleksandr Kurylenko		Kaggle	11th June
11	Kaggle: Earthquake prediction (active competition)	CNS	Mariia Godgildieva	Anastasiia Shalygina	Vladyslav Kupriienko	Lisa Korotkova		28th May
12	Kaggle: Using News to Predict Stock Movements (active competition)	CNS	Erki Aun	Karen Danielyan	Rudayasekaran	Hindrek Teder		11th June
13	Kaggle: Santander Customer Transaction Prediction (finishes soon)	CNS	Stanislav Bondarenko	-	-	-		11th June
14	Kaggle: Predict if an animal will be adopted (finished)	CNS	Artem Domnich	Kateryna Peikova	Lisa Yankovskaya	Alina Vorontseva		28th May
15	Kaggle: Predict if an animal will be adopted (finished) #2	CNS	Joonas Puura	Priit Paluoja	Mari Liis Velner	-		28th May
16	Kaggle: Football prediction (a finished competition)	Ardi	Andre Ostrak					11th June
17	Kaggle: Football prediction (a finished competition) #2	Ardi	Juhan Raedov	Andreas Baum	Rauno Umborg	-		11th June
18	Kaggle: Plant Pathology 2021 - FGVC8		Ivan Hladkyi	Maria Smirnova				11th June
19	Predicting emotion from facial expression	Daniel	Meelis Perli				CV	28th May
20	Predicting emotion from facial expression #2	Daniel	Doğuş Karabulut	Martin Tammvee	Abdallah Sham	(to be left empty)	CV	11th June
21	Predicting emotion from facial expression #3	Daniel	Simo Sirel	Joonas Ariva	(to be left empty)	(to be left empty)	CV	11th June
22	Measuring Image Aesthetics with DL	Oriol	Hele-Andra Kuulmets	Aleksei Kopõlov			CV	28th May
23	Measuring Image Aesthetics with DL/Photo beautiful or not	Oriol	Laura Ruusmann	(to be left empty)	(to be left empty)	(to be left empty)	CV	11th June
24	Detecting poles from satellite images		Kerstin Äkke	(to be left empty)	(to be left empty)	(to be left empty)	CV	11th June
25	Train object detection model on thermal images	Tambet	Enes Özipek	(to be left empty)	(to be left empty)	(to be left empty)	Milrem	11th June
26	Train semantic segmentation model on combination of all self-driving car datasets	Tambet	Alessandro Stranieri	(to be left empty)	(to be left empty)	(to be left empty)
27	Train RGB -> Thermal domain transfer networks (Supervised vs CycleGAN) (Bonus: test on multi-modal semantic segmentation)	Tambet	Hannes Liik	(to be left empty)	(to be left empty)	(to be left empty)		11th June
28	Predict slip compensated odometry using wheel encoder rpm data	Lauri Tammeveski	Hendrik Ehrpais	Quazi Saimoon Islam	Rando Avarmaa	Johan Kütt		11th June
29	Machine Translation and Multilinguality in Text classification	MindTitan- Sander Tars	Nesma Mahmoud	Mahmoud Kamel			MindTitan	11th June
30	Transfer learning on weakly related timeseries, tuning timeseries from general-domain timeseries data	MindTitan- Sander Tars	Nshan Potikyan	-	-	-		11th June
31	Ensembling soft/hard classifications from multiple classifiers using some neural classifier	MindTitan- Sander Tars	Aytaj Aghabayli					28th May
32	Train a network to produce sound for a photo	Anti?	Mykhailo Nitsenko	-	-	-		11th June
33	Interest rates changes prediction from Federal Reserve Proceedings	Oriol	Nataliia Ostapenko	-	-	-		11th June
34	Click-bait article classification and summarisation	Ardi	Raid Vellerind	Hugo Guérémy				11th June
35	Visualising loss landscapes with modular neural networks	Meelis Kull	Jaan Erik Pihel	(to be left empty)				28th May
36	Stock market predictions with recurrent neural networks using high-frequency market variables		Vahur Madisson					11th June
37	News Classification with using Ensemble Methods	Ardi	Muhammed Adil Yatkın	Valeh Farzaliyev	Sadıq Eyvazov
38	First impression personality analysis	Anti	Kadir Aktas	(to be left empty)				28th May
39
40
41
42	Predicting free-throws before releasing the ball	Raul/CNS					Human/Animal behavior
43	Simulating dead reckoning with neural networks	Daniel/Aqeel					Human/Animal behavior
44	Train object detection on a combination of all self-driving car datasets	Tambet
45	Adaptive super-convergence	Daniel
46	Experiment with RNNs	Ardi
47	Experiment with the batch norm on inputs	Ardi
48	Reproduce Noise2Void for de-noising	Dmytro
49	Reproduce SOTA architectures (Unet++, CapsSeg) for segmentation	Dmytro
50	Reproduce StarDist to find cells in images	Dmytro
51	Multiagent learning: Cultural evolution (+)	Daniel/Aqeel
52	Unity Obstacle Tower Challenge	Roman
53	Train Mountain Car without reward shaping	Roman
54	Fighting unbalanced classes	Ardi			(to be left empty)	(to be left empty)
55	Measuring how similar convolutional filters are	Ardi			(to be left empty)	(to be left empty)
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100