이승용 Email & Phone Number
Who is 이승용? Overview
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이승용 is listed as AI Research Scientist, AI Engineer at NXN Labs, based in Seoul Incheon Metropolitan Area, Korea, Republic of. AeroLeads shows a matched LinkedIn profile for 이승용.
이승용 previously worked as Member at Fba Quant and Bachelor Student at New York University. 이승용 holds 학사, 전기및전자공학부 & 수리과학부 from 한국과학기술원(Kaist).
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About 이승용
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이승용 work experience
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Member
Current
Ai Research Scientist
Domain: Computer vision - image detection/segmentationKeywords: Transformer, ViT, DETR- Qualitative and quantitative analysis of each model after applying multiple transformer-based encoders (ViT, XCiT, DEiT, Swin Transformer, Segformer, ViT Adapter) and decoders (Segmenter, Mask2Former) for segmentation.- Change the framework of the cell detection task from a heatmap-based framework to a regression-based framework utilizing DETR.- Understand the different detr-based models (DETR, Conditional DETR, Deformable DETR, DAB-DETR*, DN-DETR, DINO, Mask DINO) and analyze the advantages and disadvantages of each model for downstream tasks.- Develop a visualizer for qualitative analysis for the new cell detection framework.- Propose a new transformer-based architecture that can synthesize the context between Multi-FoV (Field of View) images to improve the performance of cell detection.
Student Intern
Machine Vision Lab Developer
Member / President
이승용 education
Frequently asked questions about 이승용
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What company does 이승용 work for?
이승용 works for NXN Labs.
What is 이승용's role at NXN Labs?
이승용 is listed as AI Research Scientist, AI Engineer at NXN Labs.
Where is 이승용 based?
이승용 is based in Seoul Incheon Metropolitan Area, Korea, Republic of while working with NXN Labs.
What companies has 이승용 worked for?
이승용 has worked for Nxn Labs, Fba Quant, New York University, Lunit, and Kaist Alin Lab.
How can I contact 이승용?
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What schools did 이승용 attend?
이승용 holds 학사, 전기및전자공학부 & 수리과학부 from 한국과학기술원(Kaist).
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