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Methodology
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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
IBD-SLAM: Learning Image-Based Depth Fusion for Generalizable SLAM
CVPR 2024
Resolution Limit of Single-Photon LiDAR
CVPR 2024
Beware of Road Markings: A New Adversarial Patch Attack to Monocular Depth Estimation
NIPS 2024
UniMODE: Unified Monocular 3D Object Detection
CVPR 2024
Residual Graph Convolutional Network for Bird's-Eye-View Semantic Segmentation
WACV 2024
Tri-Perspective View Decomposition for Geometry-Aware Depth Completion
CVPR 2024
Cheating Depth: Enhancing 3D Surface Anomaly Detection via Depth Simulation
WACV 2024
Just Add $100 More: Augmenting Pseudo-LiDAR Point Cloud for Resolving Class-imbalance Problem
NIPS 2024
Density-Adaptive Model Based on Motif Matrix for Multi-Agent Trajectory Prediction
CVPR 2024
HoloVIC: Large-scale Dataset and Benchmark for Multi-Sensor Holographic Intersection and Vehicle-Infrastructure Cooperative
CVPR 2024
Visual Point Cloud Forecasting enables Scalable Autonomous Driving
CVPR 2024
SurroundSDF: Implicit 3D Scene Understanding Based on Signed Distance Field
CVPR 2024
PARA-Drive: Parallelized Architecture for Real-time Autonomous Driving
CVPR 2024
SOAC: Spatio-Temporal Overlap-Aware Multi-Sensor Calibration using Neural Radiance Fields
CVPR 2024
IS-Fusion: Instance-Scene Collaborative Fusion for Multimodal 3D Object Detection
CVPR 2024
Multiagent Multitraversal Multimodal Self-Driving: Open MARS Dataset
CVPR 2024
Collaborative Semantic Occupancy Prediction with Hybrid Feature Fusion in Connected Automated Vehicles
CVPR 2024
Improving Bird's Eye View Semantic Segmentation by Task Decomposition
CVPR 2024
Extend Your Own Correspondences: Unsupervised Distant Point Cloud Registration by Progressive Distance Extension
CVPR 2024
LSK3DNet: Towards Effective and Efficient 3D Perception with Large Sparse Kernels
CVPR 2024
Unexplored Faces of Robustness and Out-of-Distribution: Covariate Shifts in Environment and Sensor Domains
CVPR 2024
From Chaos to Calibration: A Geometric Mutual Information Approach To Target-Free Camera LiDAR Extrinsic Calibration
WACV 2024
Snapshot Lidar: Fourier Embedding of Amplitude and Phase for Single-Image Depth Reconstruction
CVPR 2024
LMDrive: Closed-Loop End-to-End Driving with Large Language Models
CVPR 2024
LaMPilot: An Open Benchmark Dataset for Autonomous Driving with Language Model Programs
CVPR 2024
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