Browsing by Author Yan, Junchi

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Showing results 1 to 14 of 14
TitleAuthor(s)Issue Date
3D Data Augmentation for Driving Scenes on Camera
Proceeding/Conference:Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2025
Align Representations with Base: A New Approach to Self-Supervised Learning
Proceeding/Conference:Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
2022
Distilling Focal Knowledge from Imperfect Expert for 3D Object Detection
Proceeding/Conference:Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
2023
DriveAdapter: Breaking the Coupling Barrier of Perception and Planning in End-to-End Autonomous Driving
Proceeding/Conference:Proceedings of the IEEE International Conference on Computer Vision
2023
 
HDGT: Heterogeneous Driving Graph Transformer for Multi-Agent Trajectory Prediction via Scene Encoding
Journal:IEEE Transactions on Pattern Analysis and Machine Intelligence
2023
LANESEGNET: MAP LEARNING WITH LANE SEGMENT PERCEPTION FOR AUTONOMOUS DRIVING
Proceeding/Conference:12th International Conference on Learning Representations, ICLR 2024
2024
 
2018
OpenLane-V2: A Topology Reasoning Benchmark for Unified 3D HD Mapping
Proceeding/Conference:Advances in Neural Information Processing Systems
2023
PersFormer: 3D Lane Detection via Perspective Transformer and the OpenLane Benchmark
Proceeding/Conference:Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2022
POLICY PRE-TRAINING FOR AUTONOMOUS DRIVING VIA SELF-SUPERVISED GEOMETRIC MODELING
Proceeding/Conference:11th International Conference on Learning Representations, ICLR 2023
2023
ST-P3: End-to-End Vision-Based Autonomous Driving via Spatial-Temporal Feature Learning
Proceeding/Conference:Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2022
Think Twice before Driving: Towards Scalable Decoders for End-to-End Autonomous Driving
Proceeding/Conference:Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
2023
Towards Capturing the Temporal Dynamics for Trajectory Prediction: a Coarse-to-Fine Approach
Proceeding/Conference:Proceedings of Machine Learning Research
2023
Trajectory-guided Control Prediction for End-to-end Autonomous Driving: A Simple yet Strong Baseline
Proceeding/Conference:Advances in Neural Information Processing Systems
2022