Search Results for author: Jaewon Kim

Found 8 papers, 2 papers with code

3D Reconstruction of Interacting Multi-Person in Clothing from a Single Image

no code implementations12 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.

3D Reconstruction

TERRA: Beam Management for Outdoor mm-Wave Networks

no code implementations10 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.

Management

Enhanced Meta Reinforcement Learning using Demonstrations in Sparse Reward Environments

1 code implementation26 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.

Meta Reinforcement Learning reinforcement-learning +1

Terra: Blockage Resilience in Outdoor mmWave Networks

1 code implementation25 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.

Detect Ground Reflections

Generalized Supervised Contrastive Learning

no code implementations1 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.

Contrastive Learning Knowledge Distillation +2

Dirac Fast Scramblers

no code implementations20 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

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