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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
RangeIoUDet: Range Image Based Real-Time 3D Object Detector Optimized by Intersection Over Union
CVPR 2021
Improving Point Cloud Semantic Segmentation by Learning 3D Object Detection
WACV 2021
RangeDet: In Defense of Range View for LiDAR-Based 3D Object Detection
ICCV 2021
Spatiotemporal Registration for Event-Based Visual Odometry
CVPR 2021
(AF)2-S3Net: Attentive Feature Fusion With Adaptive Feature Selection for Sparse Semantic Segmentation Network
CVPR 2021
Keep Your Eyes on the Lane: Real-Time Attention-Guided Lane Detection
CVPR 2021
Does language help generalization in vision models?
EMNLP 2021
Pedestrian's Intention Recognition, Fusion of Handcrafted Features in a Deep Learning Approach
AAAI 2021
Deepening the Sense of Touch in Planetary Exploration with Geometric and Topological Deep Learning
AAAI 2021
A Scalable Reasoning and Learning Approach for Neural-Symbolic Stream Fusion
AAAI 2021
DriveGAN: Towards a Controllable High-Quality Neural Simulation
CVPR 2021
OpenRooms: An Open Framework for Photorealistic Indoor Scene Datasets
CVPR 2021
Generalizable Pedestrian Detection: The Elephant in the Room
CVPR 2021
Controllable Image Restoration for Under-Display Camera in Smartphones
CVPR 2021
CodedStereo: Learned Phase Masks for Large Depth-of-Field Stereo
CVPR 2021
Cylindrical and Asymmetrical 3D Convolution Networks for LiDAR Segmentation
CVPR 2021
Deep Multi-Task Learning for Joint Localization, Perception, and Prediction
CVPR 2021
HDMapGen: A Hierarchical Graph Generative Model of High Definition Maps
CVPR 2021
Panoramic Image Reflection Removal
CVPR 2021
Radar-Camera Pixel Depth Association for Depth Completion
CVPR 2021
Bilateral Grid Learning for Stereo Matching Networks
CVPR 2021
Progressive Coordinate Transforms for Monocular 3D Object Detection
NIPS 2021
To the Point: Efficient 3D Object Detection in the Range Image With Graph Convolution Kernels
CVPR 2021
LaPred: Lane-Aware Prediction of Multi-Modal Future Trajectories of Dynamic Agents
CVPR 2021
Learning Model Preconditions for Planning with Multiple Models
CORL 2021
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