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Generative AI
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Call for Papers
AINL 2023: Conference Schedule
20 April
10:00–10:25
Opening remarks
10:25–11:15
Arutyun Avetisyan (ISP RAS)
Trustworthy AI: challenges and research directions
11:15–12:00
Natalia Loukashevich (MSU)
Targeted Sentiment Analysis: Tasks, Methods and ChatGPT explanations
12:00–12:15
Coffee break
12:15–12:45
Nicolay Rusnachenko, The Anh Le and Ngoc Diep Nguyen
Pre-training LongT5 for Vietnamese Mass-Media Multi-document
Summarization Task
12:45–13:15
Victoria Firsanova
What Do Text-to-Image Models Know about the Languages of the World?
13:15–14:15
Lunch
14:15–14:45
Vladimir Bochkarev, Valery Solovyev, Timofei Nestik and Anna Shevlyakova
Variations in Average Word Valence of Russian Books over a Century and
Social Change
14:45–15:15
Dmitry Karpov and Vasily Konovalov
YAQTopics: Russian Conversational Topic Dataset
15:15–15:45
Alena Suvorova and Semen Bosonogov
Perception of AI-generated Art: Text Analysis of Online Discussions
15:45–16:15
Viktor Moskvoretskii, Anton Frolov and Denis Kuznetsov
IMAD: IMage-Augmented multi-modal Dialogue
16:15–16:30
Coffee break
16:30–17:00
Dmitry Kosenko and Dilyara Zharikova
KRGP: Knowledge-based Response Generation with Persona
17:00–17:30
Uliana Kochetkova, Pavel Skrelin, Vera Evdokimova and Daria Novoselova
Using Audio Signal Modification to Validate the Acoustic Features
Relevance
17:30–18:00
Vladimir Ivanov, Valery Solovyev and Marina Solnyshkina
Readability formulas for three levels of Russian school textbooks
18:00–18:30
Daniil Grebenkin and Ivan Bondarenko
Wav2Vec2 without Attention: do you need Hopfield Networks
for Self-Supervised Learning of Speech Representations?
21 April
10:00–10:45
Armen Aghajanyan (FAIR, Meta)
Large Language Models, Scaling Laws and the Future of AI Research
10:45–11:05
Nikita Martynov, Mark Baushenko, Aleksander Abramov, Alena Fenogenova
Multi-domain dataset and augmentation methods for spelling corruptions
11:05–11:20
Coffee break
11:20–12:05
Tatiana Shavrina (SberDevices)
What's going on with large language models in 2023? Industrial overview
12:15–12:35
Maria Tikhonova, Alena Fenogenova
Controllable text style transfer: modern approaches and our experience
12:35–14:00
Lunch
14:00–14:20
German Gritsay, Karen Avetisyan and Andrey Grabovoy
Cross-Lingual Plagiarism Detection: Two Are Better Than One
14:20–14:40
Olga Lyashevskaya
Learning grammar with dense vector representations of morphological features
14:40–15:00
Alia Grig
Determining the psychotype of a person during a conversation with a chatbot
15:15–16:00 Conditional Image
Generation (CIG) Workshop
Andrey Kuznetsov (Sber AI)
Diffusion-based approaches for Text2Image generation. Kandinsky 2.1:
from architecture to public release
16:00–16:15
Coffee break
16:15–16:35 Conditional Image
Generation (CIG) Workshop
Maria Dziuba, Ivan Jarsky, Valeria Efimova and Andrey Filchenkov
Image Vectorization: a Review
16:35–16:55 Conditional Image
Generation (CIG) Workshop
Boris Timofeenko, Valeria Efimova and Andrey Filchenkov
Vector graphics generation with LLMs: approaches and models
16:55–17:15 Conditional Image
Generation (CIG) Workshop
Nikita Detkov and Andrey Filchenkov
Improving Text-to-Image Models Personalization on People with Face-specific
Objectives
17:15–17:35 Conditional Image
Generation (CIG) Workshop
Leon Useinov, Valeria Efimova and Sergey Muravyov
Text-to-Image Diffusion Models Methods for Controllable Image Dataset Generation
17:35–17:55 Conditional Image
Generation (CIG) Workshop
Erkin Kamilov, Mariia Rumiantceva and Andrey Filchenkov
Neural-Based Augmentation of Flotation Froth Images to Improve the Quality
of Segmentation
17:55–18:15 Conditional Image
Generation (CIG) Workshop
Konstantin Zakharov, Ivan Mikheev, Dmitrii Nesterenko and Mikhail Gritskevich
On improving of diffusion models for specific domain
22 April
10:00–10:20 Workshop on Artificial Intelligence Trustworthiness (WAIT)
Ilya Yegorov
Python Fuzzing for Trustworthy Machine Learning Frameworks
10:20–10:40 Workshop on Artificial Intelligence Trustworthiness (WAIT)
Daria Shelepneva
Realistic adversarial attacks on object detectors using generative models
10:40–11:00 Workshop on Artificial Intelligence Trustworthiness (WAIT)
Alisher Rogov
Automatic Evaluation of Interpretability Methods in Text Categorization Task
11:00–11:20 Workshop on Artificial Intelligence Trustworthiness (WAIT)
Andrei Chertkov
Translate your gibberish: black-box adversarial attack on machine translation
systems
11:20–11:40
Coffee break
11:40–12:00 Workshop on Artificial Intelligence Trustworthiness (WAIT)
Nazarii Tupitsa
Byzantine-Robustness for Variational Inequalities
12:00–12:20 Workshop on Artificial Intelligence Trustworthiness (WAIT)
Aleksandr Lobanov
Stochastic Adversarial Noise in the «Black Box» Optimization Problem
12:20–12:40 Workshop on Artificial Intelligence Trustworthiness (WAIT)
Petr Ostroukhov
DoubleAdaGrad: AdaGrad With Adaptive Batch Size
12:40–13:00 Workshop on Artificial Intelligence Trustworthiness (WAIT)
Artem Agafonov
Power Quasi-Newton Methods
13:00–14:00
Lunch
14:00–14:20 Workshop on Artificial Intelligence Trustworthiness (WAIT)
Tatevik Ter-Hovhannisyan
Adversarial Attacks on Language Models: WordPiece Filtration and ChatGPT
Synonyms
14:20–14:40 Workshop on Artificial Intelligence Trustworthiness (WAIT)
Denis Kushchuk
Neuron coverage maximization for effective test set construction with respect
to the model
14:40–15:00 Workshop on Artificial Intelligence Trustworthiness (WAIT)
Danil Shaikhelislamov
Study of Graph Neural Networks for Link Prediction on Vulnerability
to Membership Attacks
15:00–15:20 Workshop on Artificial Intelligence Trustworthiness (WAIT)
Alexander Golodkov
Real application of CNN interpretation methods: document image
classification model errors detection and validation
15:20–15:40 Workshop on Artificial Intelligence Trustworthiness (WAIT)
Irina Alekseevskaia
OrderBkd: a textual backdoor attack by ordering tokens in a sentence
15:40–16:00 Workshop on Artificial Intelligence Trustworthiness (WAIT)
Mikhail Krivonosov
Kendall's Tau correlation protects against capturing an individual sensor node
in the tropical cyclone detection problem
16:00-16:15
Closing remarks
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