Dongsuk Kum
9 papers · 2021–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π
Conference Polyglot
(4)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(19)
π§
Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
CVPR (3)
AAAI (2)
ECCV (2)
ICCV (2)
Top co-authors
Keywords
3d object detection
(4)
sensor fusion
(3)
autonomous driving
(2)
camera-radar fusion
(2)
self-supervised learning
(1)
attention mechanism
(1)
knowledge distillation
(1)
lane detection
(1)
depth estimation
(1)
trajectory prediction
(1)
motion forecasting
(1)
multi-modal learning
(1)
instance segmentation
(1)
posterior distribution
(1)
mcmc sampling
(1)
multi-object tracking
(1)
stochastic gradient langevin dynamics
(1)
autonomous vehicle
(1)
3d perception
(1)
cross attention
(1)
Papers
RadarDistill: Boosting Radar-based Object Detection Performance via Knowledge Distillation from LiDAR Features
CVPR 2024
LabelDistill: Label-guided Cross-modal Knowledge Distillation for Camera-based 3D Object Detection
ECCV 2024
Beyond the Data Imbalance: Employing the Heterogeneous Datasets for Vehicle Maneuver Prediction
ECCV 2024
Continual Learning for Motion Prediction Model via Meta-Representation Learning and Optimal Memory Buffer Retention Strategy
CVPR 2024
CRN: Camera Radar Net for Accurate, Robust, Efficient 3D Perception
ICCV 2023
CRAFT: Camera-Radar 3D Object Detection with Spatio-Contextual Fusion Transformer
AAAI 2023
Predict to Detect: Prediction-guided 3D Object Detection using Sequential Images
ICCV 2023
Joint 3D Object Detection and Tracking Using Spatio-Temporal Representation of Camera Image and LiDAR Point Clouds
AAAI 2022
LaPred: Lane-Aware Prediction of Multi-Modal Future Trajectories of Dynamic Agents
CVPR 2021