Insoo Chung — accepted AI-conference papers

2026

DiffBMP: Differentiable Rendering with Bitmap Primitives

Seongmin Hong, Junghun James Kim, Daehyeop Kim, Insoo Chung, Se Young Chun

CVPR 2026

We introduce **DiffBMP**, a scalable and efficient differentiable rendering engine for a collection of bitmap images. Our work addresses a limitation that traditional differentiable renderers are constrained to vector graphics, given that most images in the world are bitmaps. Our core contribution i

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2020

End-end Speech-to-Text Translation with Modality Agnostic Meta-Learning

Sathish Reddy Indurthi, Houjeung Han, Nikhil Kumar Lakumarapu, Beomseok Lee, Insoo Chung, Sangha Kim +1

ICASSP 2020accepted

Collecting large amounts of data to train end-to-end Speech Translation (ST) models is more difficult compared to the ASR and MT tasks. Previous studies have proposed the use of transfer learning approaches to overcome the above difficulty. These approaches benefit from weakly supervised training da…

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