Jun Won Choi
19 papers · 2020–2026 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (29) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Deep Specialist
(12)
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(2)
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Trend Setter
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Unstoppable Β· Bronze
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Prolific Year Β· Productive
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Century Club Β· Bronze
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Keyword Collector
(71)
Venues
Top co-authors
Research topics
Computer Vision
(14)
Domain-Specific
(12)
Analysis
(11)
Artificial Intelligence
(7)
Deep Learning
(7)
Core AI Β· Artificial Intelligence
(7)
Machine Learning
(6)
Architectures
(5)
Application Areas
(3)
Learning Types Β· Machine Learning
(2)
Learning Types Β· Deep Learning
(2)
Robotics
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Core AI Β· Computer Vision
(1)
Keywords
3d object detection
(7)
sensor fusion
(5)
autonomous driving
(4)
trajectory prediction
(4)
multimodal learning
(3)
attention mechanism
(3)
object detection
(3)
motion forecasting
(3)
bev representation
(2)
camera-radar fusion
(2)
bird's eye view
(2)
knowledge distillation
(2)
multi-object tracking
(2)
scene understanding
(2)
temporal fusion
(2)
cross-modal learning
(1)
audio-visual learning
(1)
motion estimation
(1)
lane detection
(1)
prototype learning
(1)
Papers
Mining Instance-Centric Vision-Language Contexts for Human-Object Interaction Detection
CVPR 2026
SafeDrive: Fine-Grained Safety Reasoning for End-to-End Driving in a Sparse World
CVPR 2026
JoVALE: Detecting Human Actions in Video Using Audiovisual and Language Contexts
AAAI 2025
MAESTRO: Task-Relevant Optimization via Adaptive Feature Enhancement and Suppression for Multi-task 3D Perception
ICCV 2025
ProtoOcc: Accurate, Efficient 3D Occupancy Prediction Using Dual Branch Encoder-Prototype Query Decoder
AAAI 2025
RCTDistill: Cross-Modal Knowledge Distillation Framework for Radar-Camera 3D Object Detection with Temporal Fusion
ICCV 2025
Resilient Sensor Fusion Under Adverse Sensor Failures via Multi-Modal Expert Fusion
CVPR 2025
CRT-Fusion: Camera, Radar, Temporal Fusion Using Motion Information for 3D Object Detection
NeurIPS 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
RadarDistill: Boosting Radar-based Object Detection Performance via Knowledge Distillation from LiDAR Features
CVPR 2024
CRAFT: Camera-Radar 3D Object Detection with Spatio-Contextual Fusion Transformer
AAAI 2023
CRN: Camera Radar Net for Accurate, Robust, Efficient 3D Perception
ICCV 2023
MGTANet: Encoding Sequential LiDAR Points Using Long Short-Term Motion-Guided Temporal Attention for 3D Object Detection
AAAI 2023
R-Pred: Two-Stage Motion Prediction Via Tube-Query Attention-Based Trajectory Refinement
ICCV 2023
SiT Dataset: Socially Interactive Pedestrian Trajectory Dataset for Social Navigation Robots
NeurIPS 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