HKU Musketeers Foundation Institute of Data Science: Conference papers Collection home page

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Collection's Items (Sorted by Submit Date in Descending order): 1 to 20 of 294
TitleAuthor(s)Issue Date
Embodied Understanding of Driving Scenarios
Proceeding/Conference:Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2025
Generalized Predictive Model for Autonomous Driving
Proceeding/Conference:Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
2024
Referred by Multi-Modality: A Unified Temporal Transformer for Video Object Segmentation
Proceeding/Conference:Proceedings of the AAAI Conference on Artificial Intelligence
2024
Leveraging Vision-Centric Multi-Modal Expertise for 3D Object Detection
Proceeding/Conference:Advances in Neural Information Processing Systems
2023
Translating Images to Road Network: A Non-Autoregressive Sequence-to-Sequence Approach
Proceeding/Conference:Proceedings of the IEEE International Conference on Computer Vision
2023
Density-invariant Features for Distant Point Cloud Registration
Proceeding/Conference:Proceedings of the IEEE International Conference on Computer Vision
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
OpenLane-V2: A Topology Reasoning Benchmark for Unified 3D HD Mapping
Proceeding/Conference:Advances in Neural Information Processing Systems
2023
Scene as Occupancy
Proceeding/Conference:Proceedings of the IEEE International Conference on Computer Vision
2023
POLICY PRE-TRAINING FOR AUTONOMOUS DRIVING VIA SELF-SUPERVISED GEOMETRIC MODELING
Proceeding/Conference:11th International Conference on Learning Representations, ICLR 2023
2023
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
Sparse Dense Fusion for 3D Object Detection
Proceeding/Conference:IEEE International Conference on Intelligent Robots and Systems
2023
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
BEVFormer v2: Adapting Modern Image Backbones to Bird's-Eye-View Recognition via Perspective Supervision
Proceeding/Conference:Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
2023
Stare at What You See: Masked Image Modeling without Reconstruction
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
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
BEVFormer: Learning Bird’s-Eye-View Representation from Multi-camera Images via Spatiotemporal Transformers
Proceeding/Conference:Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2022
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
Collection's Items (Sorted by Submit Date in Descending order): 1 to 20 of 294