Search Results for author: DongJin Kim

Found 5 papers, 2 papers with code

Learning to Visually Localize Sound Sources from Mixtures without Prior Source Knowledge

1 code implementation26 Mar 2024 DongJin Kim, Sung Jin Um, Sangmin Lee, Jung Uk Kim

In this paper, to overcome this limitation, we present a novel multi-sound source localization method that can perform localization without prior knowledge of the number of sound sources.

Object

Harnessing Meta-Learning for Improving Full-Frame Video Stabilization

no code implementations6 Mar 2024 Muhammad Kashif Ali, Eun Woo Im, DongJin Kim, Tae Hyun Kim

Video stabilization is a longstanding computer vision problem, particularly pixel-level synthesis solutions for video stabilization which synthesize full frames add to the complexity of this task.

Meta-Learning Test-time Adaptation +1

REPrune: Channel Pruning via Kernel Representative Selection

no code implementations27 Feb 2024 Mincheol Park, DongJin Kim, Cheonjun Park, Yuna Park, Gyeong Eun Gong, Won Woo Ro, Suhyun Kim

Channel pruning is widely accepted to accelerate modern convolutional neural networks (CNNs).

Audio-Visual Spatial Integration and Recursive Attention for Robust Sound Source Localization

1 code implementation11 Aug 2023 Sung Jin Um, DongJin Kim, Jung Uk Kim

While the audio modality provides spatial cues to locate the sound source, existing approaches only use audio as an auxiliary role to compare spatial regions of the visual modality.

Task Agnostic Restoration of Natural Video Dynamics

no code implementations ICCV 2023 Muhammad Kashif Ali, DongJin Kim, Tae Hyun Kim

In many video restoration/translation tasks, image processing operations are na\"ively extended to the video domain by processing each frame independently, disregarding the temporal connection of the video frames.

Translation Video Restoration

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