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Mohan M. Trivedi

ActiveAnno3D -- An Active Learning Framework for Multi-Modal 3D Object Detection

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Feb 05, 2024
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The Why, When, and How to Use Active Learning in Large-Data-Driven 3D Object Detection for Safe Autonomous Driving: An Empirical Exploration

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Jan 30, 2024
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Vision-based Analysis of Driver Activity and Driving Performance Under the Influence of Alcohol

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Sep 14, 2023
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On Salience-Sensitive Sign Classification in Autonomous Vehicle Path Planning: Experimental Explorations with a Novel Dataset

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Dec 02, 2021
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Predicting Take-over Time for Autonomous Driving with Real-World Data: Robust Data Augmentation, Models, and Evaluation

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Jul 27, 2021
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Autonomous Vehicles that Alert Humans to Take-Over Controls: Modeling with Real-World Data

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Apr 23, 2021
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LaneAF: Robust Multi-Lane Detection with Affinity Fields

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Apr 02, 2021
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TrackMPNN: A Message Passing Graph Neural Architecture for Multi-Object Tracking

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Jan 28, 2021
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Trajectory Prediction for Autonomous Driving based on Multi-Head Attention with Joint Agent-Map Representation

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Jun 04, 2020
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Driver Gaze Estimation in the Real World: Overcoming the Eyeglass Challenge

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Feb 11, 2020
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