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Apoorv Singh
Apoorv Singh
Sr. Machine Learning Researcher, Motional, Carnegie Mellon (Robotics Grad)
Verified email at motional.com - Homepage
Title
Cited by
Cited by
Year
Surround-view vision-based 3d detection for autonomous driving: A survey
A Singh
2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW …, 2023
172023
Vision-radar fusion for robotics bev detections: A survey
A Singh
2023 IEEE Intelligent Vehicles Symposium (IV), 1-7, 2023
112023
Transformer-based sensor fusion for autonomous driving: A survey
A Singh
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
112023
Machine learning-based framework for drivable surface annotation
SA Widjaja, VEB Liong, ZJ Chong, A Singh
US Patent App. 17/836,974, 2023
52023
3m3d: Multi-view, multi-path, multi-representation for 3d object detection
J Park, A Singh, V Bankiti
2023 IEEE International Conference on Image Processing (ICIP), 1930-1934, 2023
32023
Training Strategies for Vision Transformers for Object Detection
A Singh
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
32023
End-to-end Autonomous Driving using Deep Learning: A Systematic Review
A Singh
arXiv preprint arXiv:2311.18636, 2023
12023
Trajectory-Prediction with Vision: A Survey
A Singh
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
12023
Aggregation of Data Representing Geographical Areas
A Singh, VKR Bankiti, J Ju, KAR Akankshya
US Patent App. 18/091,786, 2024
2024
Radar-and vision-based navigation using bounding boxes
A Singh, VKR Bankiti
US Patent App. 18/320,910, 2024
2024
Using scene dependent object queries to generate bounding boxes
A Singh, VKR Bankiti
US Patent App. 18/320,923, 2024
2024
Generative AI in Vision: A Survey on Models, Metrics and Applications
G Raut, A Singh
arXiv preprint arXiv:2402.16369, 2024
2024
Enriching object queries using a bird's-eye view feature map to generate bounding boxes
P Jongwoo, A Singh, VKR Bankiti
US Patent App. 17/821,152, 2024
2024
ENRICHING OBJECT QUERIES USING A BIRD'S-EYE VIEW FEATURE MAP TO GENERATE BOUNDING BOXES
P Jongwoo, A Singh, B Varun
US Patent https://image-ppubs.uspto.gov/dirsearch-public/print/downloadPdf …, 2024
2024
ENRICHING FEATURE MAPS USING MULTIPLE PLURALITIES OF WINDOWS TO GENERATE BOUNDING BOXES
P Jongwoo, A Singh, B Varun
US Patent https://image-ppubs.uspto.gov/dirsearch-public/print/downloadPdf …, 2024
2024
TRAINING MACHINE LEARNING NETWORKS FOR CONTROLLING VEHICLE OPERATION
S Apoorv, B Varun
US Patent App. US 18/141,014, 2023
2023
A Review on Objective-Driven Artificial Intelligence
A Singh
arXiv preprint arXiv:2308.10135, 2023
2023
Technically Speaking: Improving AV Perception Through Transformative Machine Learning
A Singh
https://motional.com/news/technically-speaking-improving-av-perception …, 2023
2023
Traffic Policeman Gesture Recognition With Spatial Temporal Graph Convolution Network
A Singh, A Choudhary
2023 IEEE Conference on Artificial Intelligence (CAI), 40-41, 2023
2023
Augmenting Vision Queries with RADAR for BEV Detection in Autonomous Driving
A Singh
2023 IEEE Conference on Artificial Intelligence (CAI), 53-54, 2023
2023
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