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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
Objectron: A Large Scale Dataset of Object-Centric Videos in the Wild With Pose Annotations
CVPR 2021
DANNet: A One-Stage Domain Adaptation Network for Unsupervised Nighttime Semantic Segmentation
CVPR 2021
Single View Physical Distance Estimation Using Human Pose
ICCV 2021
DenseTNT: End-to-End Trajectory Prediction From Dense Goal Sets
ICCV 2021
Multi Projection Fusion for Real-Time Semantic Segmentation of 3D LiDAR Point Clouds
WACV 2021
An Alternative of LIDAR in Nighttime: Unsupervised Depth Estimation Based on Single Thermal Image
WACV 2021
Is Pseudo-Lidar Needed for Monocular 3D Object Detection?
ICCV 2021
Pyramid R-CNN: Towards Better Performance and Adaptability for 3D Object Detection
ICCV 2021
MGNet: Monocular Geometric Scene Understanding for Autonomous Driving
ICCV 2021
SE-SSD: Self-Ensembling Single-Stage Object Detector From Point Cloud
CVPR 2021
Delving Into Localization Errors for Monocular 3D Object Detection
CVPR 2021
DROID-SLAM: Deep Visual SLAM for Monocular, Stereo, and RGB-D Cameras
NIPS 2021
Fooling LiDAR Perception via Adversarial Trajectory Perturbation
ICCV 2021
Bi3D: Stereo Depth Estimation via Binary Classifications
CVPR 2020
Hardware-in-the-Loop End-to-End Optimization of Camera Image Processing Pipelines
CVPR 2020
VectorNet: Encoding HD Maps and Agent Dynamics From Vectorized Representation
CVPR 2020
Learning to Communicate and Correct Pose Errors
CORL 2020
TITAN: Future Forecast Using Action Priors
CVPR 2020
LiDARsim: Realistic LiDAR Simulation by Leveraging the Real World
CVPR 2020
One Thousand and One Hours: Self-driving Motion Prediction Dataset
CORL 2020
Range Conditioned Dilated Convolutions for Scale Invariant 3D Object Detection
CORL 2020
End-to-End Pseudo-LiDAR for Image-Based 3D Object Detection
CVPR 2020
Dynamic Traffic Modeling From Overhead Imagery
CVPR 2020
Hierarchical Scene Coordinate Classification and Regression for Visual Localization
CVPR 2020
Physically Realizable Adversarial Examples for LiDAR Object Detection
CVPR 2020
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