Samsung Electronics’ Global Research & Development (R&D) Centers play a key half in growing synthetic intelligence (AI) capabilities for real-world utilization. A credit score to the work this superior R&D department of Samsung undertakes, each Samsung R&D Institute Poland and Samsung Research America AI Center have not too long ago received two prestigious international challenges.
Samsung R&D Institute Poland at IWSLT 2019
2019 marks the third 12 months in a row that Samsung R&D Institute Poland, in partnership with the U.Ok.’s University of Edinburgh (UEDIN), has obtained accolades on the International Workshop on Spoken Language Translation (IWSLT), one of many prime two international workshops on automated language translation, together with the Workshop on Machine Translation (WMT). This 12 months, Samsung R&D Institute Poland received first place in two classes, the primary being text-to-text translation from English to Czech and the second – an end-to-end system translating English speech into German textual content.
For the text-to-text translation class, researchers labored to develop a mannequin to translate the transcript of a spoken English-language TED Talk into Czech. Developing their successful mannequin required the Samsung crew to develop giant, filtered corpora from which to work and generate as a lot artificial knowledge as doable. The work executed by the Samsung R&D Institute Poland crew, along with extra modeling assist from UEDIN, was chosen as the perfect within the problem by human evaluators. This implies that the translations produced by Samsung R&D Institute Poland’s system scored the best each in fluency and adequacy.
Samsung R&D Institute Poland’s participation of their second successful class this 12 months, the end-to-end translation system from English to German, was a primary for the crew. The activity was to provide a German-language transcription of an English-language TED Talk audio recording. This activity required the event of a single mannequin that would take an audio file enter and subsequently produce a translated transcription. It was made harder by the deficiency of the offered audio sources, in comparison with typical speech recognition activity. Samsung R&D Institute Poland proposed a number of modern strategies for end-to-end speech translation that mitigated this supply paucity, acquiring a state-of-the-art outcome with their remaining system that received them first place within the problem.
Samsung Research America at ICCV 2019
This October, researchers from Samsung Research America’s AI Center obtained first place within the International Conference on Computer Vision (ICCV)’s problem: Linguistic Meets Image and Video Retrieval (Fashion IQ). ICCV is a premier worldwide laptop imaginative and prescient convention that befell in Seoul, Korea, this 12 months.
The problem Samsung Research America AI Center took half in, sponsored by IBM analysis, goals to develop conversational buying assistants which can be extra pure and real-world relevant. The activity given to Samsung Research America AI Center‘s team, the ‘Superraptors’, belonged to the area of picture retrieval. In the duty, an enter question was specified within the type of a candidate picture in addition to in two pure language expressions that describe the visible variations of the search goal. The purpose of this problem was to assemble opinions and expertise from researchers on the rising house of visible content material retrieval with a pure language interface.
Samsung Research America AI Center’s submission to the problem, “Multimodal Ensemble of Diverse Models for Image Retrieval Using Natural Language Feedback”, blended the given knowledge in several modalities with a number of deep studying fashions. The crew’s win marks the primary time a Samsung Research crew has received a multimodal (language and imaginative and prescient) problem; beforehand, Samsung AI Center Moscow, Samsung R&D Institute Poland and Samsung R&D Institute China-Beijing have obtained awards in single…
