1 code implementation • 22 Nov 2023 • Vladimir Arkhipkin, Zein Shaheen, Viacheslav Vasilev, Elizaveta Dakhova, Andrey Kuznetsov, Denis Dimitrov
The first stage concerns keyframes synthesis to figure the storyline of a video, while the second one is devoted to interpolation frames generation to make movements of the scene and objects smooth.
1 code implementation • 28 Nov 2021 • Zein Shaheen, Gerhard Wohlgenannt, Dmitry Mouromtsev
Also, Gradual unfreezing of pre-trained model's layers during training results in relative improvement of 38-45% for French and 58-70% for German.
1 code implementation • 24 Oct 2020 • Zein Shaheen, Gerhard Wohlgenannt, Erwin Filtz
Large multi-label text classification is a challenging Natural Language Processing (NLP) problem that is concerned with text classification for datasets with thousands of labels.
1 code implementation • 5 May 2020 • Zein Shaheen, Gerhard Wohlgenannt, Bassel Zaity, Dmitry Mouromtsev, Vadim Pak
Generating coherent, grammatically correct, and meaningful text is very challenging, however, it is crucial to many modern NLP systems.