Jinkyu Kim | DeepAI

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Featured Co-authors

Trevor Darrell
202 publications
Zeynep Akata
95 publications
Sanjit A. Seshia
63 publications
Bohyung Han
61 publications
Dragomir Anguelov
54 publications
Jaewoo Kang
51 publications
Anna Rohrbach
42 publications
John Canny
34 publications
Edward Kim
32 publications
Mingxing Tan
32 publications
Yi-Ting Chen
24 publications

∙ 01/18/2023

FPANet: Frequency-based Video Demoireing using Frame-level Post Alignment

Interference between overlapping gird patterns creates moire patterns, d...

0 Gyeongrok Oh, et al. ∙

∙ 12/07/2022

Judge, Localize, and Edit: Ensuring Visual Commonsense Morality for Text-to-Image Generation

Text-to-image generation methods produce high-resolution and high-qualit...

0 Seongbeom Park, et al. ∙

∙ 11/21/2022

LISA: Localized Image Stylization with Audio via Implicit Neural Representation

We present a novel framework, Localized Image Stylization with Audio (LI...

0 Seung-Hyun Lee, et al. ∙

∙ 11/10/2022

Zero-shot Visual Commonsense Immorality Prediction

Artificial intelligence is currently powering diverse real-world applica...

0 Yujin Jeong, et al. ∙

∙ 10/07/2022

Resolving Class Imbalance for LiDAR-based Object Detector by Dynamic Weight Average and Contextual Ground Truth Sampling

An autonomous driving system requires a 3D object detector, which must p...

0 Daeun Lee, et al. ∙

∙ 08/30/2022

Robust Sound-Guided Image Manipulation

Recent successes suggest that an image can be manipulated by a text prom...

6 Seung-Hyun Lee, et al. ∙

∙ 07/21/2022

Grounding Visual Representations with Texts for Domain Generalization

Reducing the representational discrepancy between source and target doma...

0 Seonwoo Min, et al. ∙

∙ 07/14/2022

Multi-Level Branched Regularization for Federated Learning

A critical challenge of federated learning is data heterogeneity and imb...

0 Jinkyu Kim, et al. ∙

∙ 07/07/2022

An Embedding-Dynamic Approach to Self-supervised Learning

A number of recent self-supervised learning methods have shown impressiv...

2 Suhong Moon, et al. ∙

∙ 07/02/2022

ORA3D: Overlap Region Aware Multi-view 3D Object Detection

In multi-view 3D object detection tasks, disparity supervision over over...

0 Wonseok Roh, et al. ∙

∙ 06/02/2022

StopNet: Scalable Trajectory and Occupancy Prediction for Urban Autonomous Driving

We introduce a motion forecasting (behavior prediction) method that meet...

0 Jinkyu Kim, et al. ∙

∙ 04/20/2022

Sound-Guided Semantic Video Generation

The recent success in StyleGAN demonstrates that pre-trained StyleGAN la...

3 Seung-Hyun Lee, et al. ∙

∙ 03/08/2022

Occupancy Flow Fields for Motion Forecasting in Autonomous Driving

We propose Occupancy Flow Fields, a new representation for motion foreca...

0 Reza Mahjourian, et al. ∙

∙ 01/10/2022

Communication-Efficient Federated Learning with Acceleration of Global Momentum

Federated learning often suffers from unstable and slow convergence due ...

0 Geeho Kim, et al. ∙

∙ 11/30/2021

Sound-Guided Semantic Image Manipulation

The recent success of the generative model shows that leveraging the mul...

6 Seung-Hyun Lee, et al. ∙

∙ 10/28/2021

A Scenario-Based Platform for Testing Autonomous Vehicle Behavior Prediction Models in Simulation

Behavior prediction remains one of the most challenging tasks in the aut...

0 Francis Indaheng, et al. ∙

∙ 04/20/2021

SelfReg: Self-supervised Contrastive Regularization for Domain Generalization

In general, an experimental environment for deep learning assumes that t...

0 Daehee Kim, et al. ∙

∙ 05/08/2020

Attentional Bottleneck: Towards an Interpretable Deep Driving Network

Deep neural networks are a key component of behavior prediction and moti...

5 Jinkyu Kim, et al. ∙

∙ 11/16/2019

Grounding Human-to-Vehicle Advice for Self-driving Vehicles

Recent success suggests that deep neural control networks are likely to ...

21 Jinkyu Kim, et al. ∙

∙ 08/07/2019

HATS: A Hierarchical Graph Attention Network for Stock Movement Prediction

Many researchers both in academia and industry have long been interested...

0 Raehyun Kim, et al. ∙

∙ 03/24/2019

Periphery-Fovea Multi-Resolution Driving Model guided by Human Attention

Inspired by human vision, we propose a new periphery-fovea multi-resolut...

24 Ye Xia, et al. ∙

∙ 03/13/2019

Extended framework of Hamilton's principle applied to Duffing oscillation

The paper begins with a novel variational formulation of Duffing equatio...

0 Jinkyu Kim, et al. ∙

∙ 07/30/2018

Textual Explanations for Self-Driving Vehicles

Deep neural perception and control networks have become key components o...

2 Jinkyu Kim, et al. ∙

∙ 03/30/2017

Interpretable Learning for Self-Driving Cars by Visualizing Causal Attention

Deep neural perception and control networks are likely to be a key compo...

0 Jinkyu Kim, et al. ∙