no code implementations • 23 Nov 2024 • Rahul Shenoy, Zhihong Pan, Kaushik Balakrishnan, Qisen Cheng, Yongmoon Jeon, Heejune Yang, Jaewon Kim
Guided sampling methods, such as classifier guidance (CG) and classifier-free guidance (CFG), focus sampling in well-learned high-probability regions to generate images of high fidelity, but each has its limitations.
no code implementations • 12 Jan 2024 • Junuk Cha, Hansol Lee, Jaewon Kim, Nhat Nguyen Bao Truong, Jae Shin Yoon, Seungryul Baek
This paper introduces a novel pipeline to reconstruct the geometry of interacting multi-person in clothing on a globally coherent scene space from a single image.
no code implementations • 10 Jan 2023 • Santosh Ganji, Jaewon Kim, Romil Sonigra, P. R. Kumar
To avoid outage in transient pedestrian blockage of the LoS path, the mobile uses reflected or NLoS path available in indoor environments.
1 code implementation • 26 Sep 2022 • Desik Rengarajan, Sapana Chaudhary, Jaewon Kim, Dileep Kalathil, Srinivas Shakkottai
Meta reinforcement learning (Meta-RL) is an approach wherein the experience gained from solving a variety of tasks is distilled into a meta-policy.
1 code implementation • 25 Sep 2022 • Santosh Ganji, Jaewon Kim, P. R. Kumar
This allows the mobile to maintain time-synchronization with the base station, allowing it to revert to the LoS path when the temporary blockage disappears.
no code implementations • 1 Jun 2022 • Jaewon Kim, Hyukjong Lee, Jooyoung Chang, Sang Min Park
When applied to ResNet50 with the Momentum Contrast technique, GenSCL achieves a top-1 accuracy of 77. 3% on ImageNet, a 4. 1% relative improvement over traditional supervised contrastive learning.
no code implementations • 18 Jul 2021 • Santosh Ganji, Tzu-Hsiang Lin, Jaewon Kim, P. R. Kumar
In mm-wave networks, cell sizes are small due to high path and penetration losses.
no code implementations • 20 Oct 2020 • Jaewon Kim, Ehud Altman, Xiangyu Cao
We introduce a family of Gross-Neveu-Yukawa models with a large number of fermion and boson flavors as higher dimensional generalizations of the Sachdev-Ye-Kitaev model.
Strongly Correlated Electrons High Energy Physics - Theory
no code implementations • CVPR 2017 • Jaewon Kim, Ilya Reshetouski, Abhijeet Ghosh
We propose a novel, practical solution for high quality reconstruction of axially-symmetric transparent objects.