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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
HSDA: High-Frequency Shuffle Data Augmentation for Bird's-Eye-View Map Segmentation
WACV 2025
Mixed Patch Visible-Infrared Modality Agnostic Object Detection
WACV 2025
Uni-SLAM: Uncertainty-Aware Neural Implicit SLAM for Real-Time Dense Indoor Scene Reconstruction
WACV 2025
VADet: Multi-Frame LiDAR 3D Object Detection using Variable Aggregation
WACV 2025
PrevPredMap: Exploring Temporal Modeling with Previous Predictions for Online Vectorized HD Map Construction
WACV 2025
SEED4D: A Synthetic Ego-Exo Dynamic 4D Data Generator Driving Dataset and Benchmark
WACV 2025
Skyeyes: Ground Roaming using Aerial View Images
WACV 2025
A Generic Vehicle-to-Sensor Calibration Framework
WACV 2025
OccFlowNet: Occupancy Estimation via Differentiable Rendering and Occupancy Flow
WACV 2025
Q-TempFusion: Quantization-Aware Temporal Multi-Sensor Fusion on Bird's-Eye View Representation
WACV 2025
Modality-Incremental Learning with Disjoint Relevance Mapping Networks for Image-Based Semantic Segmentation
WACV 2025
CRAAC: Consistency Regularised Active Learning with Automatic Corrections for Real-Life Road Image Annotations
WACV 2025
HiP-AD: Hierarchical and Multi-Granularity Planning with Deformable Attention for Autonomous Driving in a Single Decoder
ICCV 2025
UAVScenes: A Multi-Modal Dataset for UAVs
ICCV 2025
SalM²: An Extremely Lightweight Saliency Mamba Model for Real-Time Cognitive Awareness of Driver Attention
AAAI 2025
MamV2XCalib: V2X-based Target-less Infrastructure Camera Calibration with State Space Model
ICCV 2025
DiffRefine: Diffusion-based Proposal Specific Point Cloud Densification for Cross-Domain Object Detection
ICCV 2025
RGE-GS: Reward-Guided Expansive Driving Scene Reconstruction via Diffusion Priors
ICCV 2025
Hydra-NeXt: Robust Closed-Loop Driving with Open-Loop Training
ICCV 2025
RTMap: Real-Time Recursive Mapping with Change Detection and Localization
ICCV 2025
RCTDistill: Cross-Modal Knowledge Distillation Framework for Radar-Camera 3D Object Detection with Temporal Fusion
ICCV 2025
LOMA: Language-assisted Semantic Occupancy Network via Triplane Mamba
AAAI 2025
SubjectDrive: Scaling Generative Data in Autonomous Driving via Subject Control
AAAI 2025
Zero-Shot Learning in Industrial Scenarios: New Large-Scale Benchmark, Challenges and Baseline
AAAI 2025
SparseAlign: a Fully Sparse Framework for Cooperative Object Detection
CVPR 2025
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