Search Results for author: Younghoon Shin

Found 4 papers, 0 papers with code

Data-Efficient Molecular Generation with Hierarchical Textual Inversion

no code implementations5 May 2024 Seojin Kim, Jaehyun Nam, Sihyun Yu, Younghoon Shin, Jinwoo Shin

Compared to the conventional textual inversion method in the image domain using a single-level token embedding, our multi-level token embeddings allow the model to effectively learn the underlying low-shot molecule distribution.

Drug Discovery Image Generation +2

IR-UWB Radar-Based Contactless Silent Speech Recognition of Vowels, Consonants, Words, and Phrases

no code implementations15 Dec 2023 Sunghwa Lee, Younghoon Shin, Myungjong Kim, Jiwon Seo

This study demonstrated IR-UWB radar-based contactless SSR using four types of speech stimuli (vowels, consonants, words, and phrases).

Dynamic Time Warping speech-recognition +1

Camera-Driven Representation Learning for Unsupervised Domain Adaptive Person Re-identification

no code implementations ICCV 2023 Geon Lee, SangHoon Lee, Dohyung Kim, Younghoon Shin, Yongsang Yoon, Bumsub Ham

To address the camera bias problem, we also introduce a camera-diversity (CD) loss encouraging person images of the same pseudo label, but captured across various cameras, to involve more for discriminative feature learning, providing person representations robust to inter-camera variations.

Domain Adaptation Domain Adaptive Person Re-Identification +4

Movement Detection of Tongue and Related Body Parts Using IR-UWB Radar

no code implementations5 Sep 2022 Sunghwa Lee, Younghoon Shin

Because an impulse radio ultra-wideband (IR-UWB) radar can detect targets with high accuracy, work through occluding materials, and operate without contact, it is an attractive hardware solution for building silent speech interfaces, which are non-audio-based speech communication devices.

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