no code implementations • 17 Apr 2024 • Jeongtaek Oh, JaeYoung Chung, Dongwoo Lee, Kyoung Mu Lee
Although significant progress has been made in reconstructing sharp 3D scenes from motion-blurred images, a transition to real-world applications remains challenging.
no code implementations • 22 Nov 2023 • JaeYoung Chung, Jeongtaek Oh, Kyoung Mu Lee
In this paper, we present a method to optimize Gaussian splatting with a limited number of images while avoiding overfitting.
no code implementations • 22 Nov 2023 • JaeYoung Chung, Suyoung Lee, Hyeongjin Nam, Jaerin Lee, Kyoung Mu Lee
Specifically, we project a portion of point cloud to the desired view and provide the projection as a guidance for inpainting using the generative model.
no code implementations • 16 Dec 2022 • JaeYoung Chung, Kanggeon Lee, Sungyong Baik, Kyoung Mu Lee
Under such incremental learning scenarios, neural networks are known to suffer catastrophic forgetting: easily forgetting previously seen data after training with new data.
1 code implementation • ICCV 2021 • Mohsen Yavartanoo, JaeYoung Chung, Reyhaneh Neshatavar, Kyoung Mu Lee
Our experiments demonstrate the superiorities of our method in terms of representation power compared to the state-of-the-art methods in single RGB image 3D shape reconstruction.