Liangji Fang
7 papers · 2020–2023 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(15)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Computer Vision
(5)
Domain-Specific
(4)
Machine Learning
(3)
Analysis
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Core AI · Artificial Intelligence
(2)
Core Methods
(2)
Application Areas
(1)
Architectures
(1)
Core AI · Computer Vision
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Processing
(1)
Keywords
multimodal prediction
(2)
motion prediction
(2)
autonomous driving
(2)
trajectory prediction
(2)
object detection
(1)
knowledge distillation
(1)
multimodal learning
(1)
point cloud
(1)
cross-modal learning
(1)
3d vision
(1)
feature representation
(1)
3d object detection
(1)
multimodal fusion
(1)
feature aggregation
(1)
cross-attention mechanism
(1)
voxel feature
(1)
lidar point cloud
(1)
camera-lidar fusion
(1)
physical constraint
(1)
multi-modal 3d object detection
(1)
Papers
BEVDistill: Cross-Modal BEV Distillation for Multi-View 3D Object Detection
ICLR 2023
AutoAlign: Pixel-Instance Feature Aggregation for Multi-Modal 3D Object Detection
IJCAI 2022
Deformable Feature Aggregation for Dynamic Multi-modal 3D Object Detection
ECCV 2022
SimIPU: Simple 2D Image and 3D Point Cloud Unsupervised Pre-training for Spatial-Aware Visual Representations
AAAI 2022
Unsupervised Domain Adaptation for Monocular 3D Object Detection via Self-Training
ECCV 2022
Multimodal Motion Prediction With Stacked Transformers
CVPR 2021
TPNet: Trajectory Proposal Network for Motion Prediction
CVPR 2020