Jun Won Choi
17 papers · 2020–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (5) π Academic Marathon (5) π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (25)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(25)
π¬
Deep Specialist
(10)
π
Keyword Champion
(2)
π
Century Club
(17)
π₯
Unstoppable
(6)
ποΈ
Keyword Collector
(65)
β‘
Prolific Year
(5)
Conferences
AAAI (5)
ICCV (4)
CVPR (3)
ECCV (3)
NIPS (2)
Top co-authors
Keywords
3d object detection
(6)
sensor fusion
(4)
trajectory prediction
(3)
attention mechanism
(3)
motion forecasting
(3)
autonomous driving
(2)
bev representation
(2)
multi-modal learning
(2)
knowledge distillation
(2)
object detection
(2)
scene understanding
(2)
multi-object tracking
(2)
camera-radar fusion
(2)
cross-modal learning
(1)
audio-visual learning
(1)
motion estimation
(1)
lane detection
(1)
prototype learning
(1)
bayesian inference
(1)
bird's eye view
(1)
Papers
ProtoOcc: Accurate, Efficient 3D Occupancy Prediction Using Dual Branch Encoder-Prototype Query Decoder
AAAI 2025
JoVALE: Detecting Human Actions in Video Using Audiovisual and Language Contexts
AAAI 2025
RCTDistill: Cross-Modal Knowledge Distillation Framework for Radar-Camera 3D Object Detection with Temporal Fusion
ICCV 2025
MAESTRO: Task-Relevant Optimization via Adaptive Feature Enhancement and Suppression for Multi-task 3D Perception
ICCV 2025
Resilient Sensor Fusion Under Adverse Sensor Failures via Multi-Modal Expert Fusion
CVPR 2025
RadarDistill: Boosting Radar-based Object Detection Performance via Knowledge Distillation from LiDAR Features
CVPR 2024
CRT-Fusion: Camera, Radar, Temporal Fusion Using Motion Information for 3D Object Detection
NIPS 2024
Distribution-Aware Robust Learning from Long-Tailed Data with Noisy Labels
ECCV 2024
Mask2Map: Vectorized HD Map Construction Using Bird's Eye View Segmentation Masks
ECCV 2024
SiT Dataset: Socially Interactive Pedestrian Trajectory Dataset for Social Navigation Robots
NIPS 2023
CRN: Camera Radar Net for Accurate, Robust, Efficient 3D Perception
ICCV 2023
R-Pred: Two-Stage Motion Prediction Via Tube-Query Attention-Based Trajectory Refinement
ICCV 2023
MGTANet: Encoding Sequential LiDAR Points Using Long Short-Term Motion-Guided Temporal Attention for 3D Object Detection
AAAI 2023
CRAFT: Camera-Radar 3D Object Detection with Spatio-Contextual Fusion Transformer
AAAI 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
3D-CVF: Generating Joint Camera and LiDAR Features Using Cross-View Spatial Feature Fusion for 3D Object Detection
ECCV 2020