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Methodology
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Computer Vision
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Autonomous Driving
2051 directly classified papers
Papers per year
2008: 4
2010: 3
2011: 2
2012: 2
2013: 12
2014: 6
2015: 15
2016: 13
2017: 19
2018: 37
2019: 100
2020: 125
2021: 187
2022: 208
2023: 355
2024: 353
2025: 453
2026: 157
Papers
Multiagent Multitraversal Multimodal Self-Driving: Open MARS Dataset
CVPR 2024
Snapshot Lidar: Fourier Embedding of Amplitude and Phase for Single-Image Depth Reconstruction
CVPR 2024
VLP: Vision Language Planning for Autonomous Driving
CVPR 2024
BEHAVIOR Vision Suite: Customizable Dataset Generation via Simulation
CVPR 2024
Bi-SSC: Geometric-Semantic Bidirectional Fusion for Camera-based 3D Semantic Scene Completion
CVPR 2024
LaneCPP: Continuous 3D Lane Detection using Physical Priors
CVPR 2024
Outdoor Scene Extrapolation with Hierarchical Generative Cellular Automata
CVPR 2024
Voxel Mamba: Group-Free State Space Models for Point Cloud based 3D Object Detection
NIPS 2024
WildGaussians: 3D Gaussian Splatting In the Wild
NIPS 2024
UOUO: Uncontextualized Uncommon Objects for Measuring Knowledge Horizons of Vision Language Models
EMNLP 2024
Accurate Training Data for Occupancy Map Prediction in Automated Driving Using Evidence Theory
CVPR 2024
Multi-Constellation-Inspired Single-Shot Global LiDAR Localization
AAAI 2024
Vanishing-Point-Guided Video Semantic Segmentation of Driving Scenes
CVPR 2024
IS-Fusion: Instance-Scene Collaborative Fusion for Multimodal 3D Object Detection
CVPR 2024
LaneGraph2Seq: Lane Topology Extraction with Language Model via Vertex-Edge Encoding and Connectivity Enhancement
AAAI 2024
Symphonize 3D Semantic Scene Completion with Contextual Instance Queries
CVPR 2024
CRKD: Enhanced Camera-Radar Object Detection with Cross-modality Knowledge Distillation
CVPR 2024
Adaptive Fusion of Single-View and Multi-View Depth for Autonomous Driving
CVPR 2024
VLN-Video: Utilizing Driving Videos for Outdoor Vision-and-Language Navigation
AAAI 2024
SurroundSDF: Implicit 3D Scene Understanding Based on Signed Distance Field
CVPR 2024
Tri-Perspective View Decomposition for Geometry-Aware Depth Completion
CVPR 2024
Neural Exposure Fusion for High-Dynamic Range Object Detection
CVPR 2024
SC-NeuS: Consistent Neural Surface Reconstruction from Sparse and Noisy Views
AAAI 2024
RadarDistill: Boosting Radar-based Object Detection Performance via Knowledge Distillation from LiDAR Features
CVPR 2024
SelfOcc: Self-Supervised Vision-Based 3D Occupancy Prediction
CVPR 2024
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