Search Results for author: Jaeseok Jeong

Found 6 papers, 4 papers with code

T4P: Test-Time Training of Trajectory Prediction via Masked Autoencoder and Actor-specific Token Memory

1 code implementation15 Mar 2024 Daehee Park, Jaeseok Jeong, Sung-Hoon Yoon, Jaewoo Jeong, Kuk-Jin Yoon

Our method surpasses the performance of existing state-of-the-art online learning methods in terms of both prediction accuracy and computational efficiency.

Computational Efficiency Decoder +2

Visual Style Prompting with Swapping Self-Attention

1 code implementation20 Feb 2024 Jaeseok Jeong, Junho Kim, Yunjey Choi, Gayoung Lee, Youngjung Uh

Despite their remarkable capability, existing models still face challenges in achieving controlled generation with a consistent style, requiring costly fine-tuning or often inadequately transferring the visual elements due to content leakage.

Denoising Style Transfer +1

Diffusion Models already have a Semantic Latent Space

1 code implementation20 Oct 2022 Mingi Kwon, Jaeseok Jeong, Youngjung Uh

To address the problem, we propose asymmetric reverse process (Asyrp) which discovers the semantic latent space in frozen pretrained diffusion models.

Image Manipulation

Exploring Pixel-level Self-supervision for Weakly Supervised Semantic Segmentation

no code implementations10 Dec 2021 Sung-Hoon Yoon, Hyeokjun Kweon, Jaeseok Jeong, Hyeonseong Kim, Shinjeong Kim, Kuk-Jin Yoon

In our framework, with the help of the proposed Regional Contrastive Module (RCM) and Multi-scale Attentive Module (MAM), MainNet is trained by self-supervision from the SupportNet.

Weakly supervised Semantic Segmentation Weakly-Supervised Semantic Segmentation

SpherePHD: Applying CNNs on a Spherical PolyHeDron Representation of 360 degree Images

2 code implementations20 Nov 2018 Yeonkun Lee, Jaeseok Jeong, Jongseob Yun, Wonjune Cho, Kuk-Jin Yoon

This method minimizes thevariance of the spatial resolving power on the sphere sur-face, and includes new convolution and pooling methodsfor the proposed representation.

Semantic Segmentation

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