Alexander Amini - Concepedia

Author

Alexander Amini

Massachusetts Institute of Technology

Also Known As

A. Amini, Alexander Amini, Amini, Alexander

Publications

2.9K

Citations

H-Index

Concepts

All Affiliations

Massachusetts Institute of Technology Toyota Research Institute Institute of Science and Technology Austria Decision Systems (United States)TU Wien

About

Alexander Amini is an author at Massachusetts Institute of Technology specializing in engineering, computer science, and machine learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	16	23	2.4K
2	Public Health	2	2	149
3	Health Sciences	1	1	39
4	Medicine	1	1	191
5	Natural Sciences	1	1	11

Alexander Amini

Publications

2.8K

Citations

H-Index

Page 1

	Year	Citations
BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View Representation Zhijian Liu, Haotian Tang, Alexander Amini, 3D Computer VisionMachine VisionImage AnalysisData ScienceMulti-task Multi-sensor Fusion	2023	906
Neural circuit policies enabling auditable autonomy Mathias Lechner, Ramin Hasani, Alexander Amini, Nature Machine Intelligence Artificial IntelligenceReward HackingEngineeringAi SafetyNeural Circuit Policies	2020	265
Liquid Time-constant Networks Ramin Hasani, Mathias Lechner, Alexander Amini, Proceedings of the AAAI Conference on Artificial Intelligence EngineeringMachine LearningSequential LearningNetwork AnalysisRecurrent Neural Network	2021	234
Learning Robust Control Policies for End-to-End Autonomous Driving From Data-Driven Simulation Alexander Amini, Igor Gilitschenski, J. M. Phillips, IEEE Robotics and Automation Letters Artificial IntelligenceEngineeringMachine LearningData-driven SimulationMulti-agent Learning	2020	201
Evidential Deep Learning for Guided Molecular Property Prediction and Discovery Ava P. Soleimany, Alexander Amini, Samuel Goldman, ACS Central Science Geometric LearningEngineeringMachine LearningMachine Learning ToolMolecular Biology	2021	191
Closed-form continuous-time neural networks Ramin Hasani, Mathias Lechner, Alexander Amini, Nature Machine Intelligence	2022	132
The impact of social segregation on human mobility in developing and industrialized regions Alexander Amini, Kevin S. Kung, Chaogui Kang, EPJ Data Science Human MigrationSocial SegregationEconomic DevelopmentSocial SciencesPhone Data	2014	124
Variational Autoencoder for End-to-End Control of Autonomous Driving with Novelty Detection and Training De-biasing Alexander Amini, Wilko Schwarting, Guy Rosman, Artificial IntelligenceTraining De-biasingEngineeringMachine LearningAutoencoders	2018	95
BarrierNet: Differentiable Control Barrier Functions for Learning of Safe Robot Control Wei Xiao, Tsun-Hsuan Wang, Ramin Hasani, IEEE Transactions on Robotics Artificial IntelligenceEngineeringMachine LearningField RoboticsIntelligent Robotics	2023	93
VISTA 2.0: An Open, Data-driven Simulator for Multimodal Sensing and Policy Learning for Autonomous Vehicles Alexander Amini, Tsun-Hsuan Wang, Igor Gilitschenski, 2022 International Conference on Robotics and Automation (ICRA) Artificial IntelligenceEngineeringMachine Learning3D ModelingSimulation	2022	69

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