Sotabase

Career

· PhD Student, UC Berkeley2019–

Publications (37)

Textual Explanations for Self-Driving Vehicles
European Conference on Computer Vision · 2018
408
cited
Interpretable Learning for Self-Driving Cars by Visualizing Causal Attention
IEEE International Conference on Computer Vision · 2017
358
cited
SelfReg: Self-supervised Contrastive Regularization for Domain Generalization
IEEE International Conference on Computer Vision · 2021
323
cited
Predicting Driver Attention in Critical Situations
Asian Conference on Computer Vision · 2017
160
cited
HATS: A Hierarchical Graph Attention Network for Stock Movement Prediction
arXiv.org · 2019
156
cited
Grounding Human-To-Vehicle Advice for Self-Driving Vehicles
Computer Vision and Pattern Recognition · 2019
120
cited
Occupancy Flow Fields for Motion Forecasting in Autonomous Driving
IEEE Robotics and Automation Letters · 2022
97
cited
Periphery-Fovea Multi-Resolution Driving Model Guided by Human Attention
IEEE Workshop/Winter Conference on Applications of Computer Vision · 2019
53
cited
Sound-Guided Semantic Image Manipulation
Computer Vision and Pattern Recognition · 2021
53
cited
Supplemental Material to: Advisable Learning for Self-driving Vehicles by Internalizing Observation-to-Action Rules
2020
48
cited
Deep Traffic Light Detection for Self-driving Cars from a Large-scale Dataset
International Conference on Intelligent Transportation Systems · 2018
44
cited
Sound-Guided Semantic Video Generation
European Conference on Computer Vision · 2022
42
cited
Grounding Visual Representations with Texts for Domain Generalization
European Conference on Computer Vision · 2022
40
cited
StopNet: Scalable Trajectory and Occupancy Prediction for Urban Autonomous Driving
IEEE International Conference on Robotics and Automation · 2022
29
cited
Soundini: Sound-Guided Diffusion for Natural Video Editing
arXiv.org · 2023
21
cited
Attentional Bottleneck: Towards an Interpretable Deep Driving Network
2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 2020
15
cited
ORA3D: Overlap Region Aware Multi-view 3D Object Detection
British Machine Vision Conference · 2022
14
cited
A Scenario-Based Platform for Testing Autonomous Vehicle Behavior Prediction Models in Simulation
arXiv.org · 2021
12
cited
CloudNet: A LiDAR-Based Face Anti-Spoofing Model That Is Robust Against Light Variation
IEEE Access · 2023
12
cited
Bridging the Domain Gap Towards Generalization in Automatic Colorization
European Conference on Computer Vision · 2022
11
cited
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Jinkyu Kim | Researcher Profile | Sotabase | Sotabase