Multi-Task Consistency for Active Learning

21 June 2023

Papers citing "Multi-Task Consistency for Active Learning"

7 / 7 papers shown

Title
Perception Without Vision for Trajectory Prediction: Ego Vehicle Dynamics as Scene Representation for Efficient Active Learning in Autonomous Driving Ross Greer Mohan M. Trivedi 83 2 0 15 May 2024
Language-Driven Active Learning for Diverse Open-Set 3D Object Detection Ross Greer Bjørk Antoniussen Andreas Møgelmose Mohan M. Trivedi 92 12 0 19 Apr 2024
EffiPerception: an Efficient Framework for Various Perception Tasks Xinhao Xiang Simon Dräger Jiawei Zhang VLM 79 0 0 18 Mar 2024
Towards Explainable, Safe Autonomous Driving with Language Embeddings for Novelty Identification and Active Learning: Framework and Experimental Analysis with Real-World Data Sets Ross Greer Mohan M. Trivedi 102 21 0 11 Feb 2024
ActiveAnno3D -- An Active Learning Framework for Multi-Modal 3D Object Detection Ahmed Ghita Bjørk Antoniussen Walter Zimmer Ross Greer Christian Creß Andreas Møgelmose Mohan M. Trivedi Alois Knoll 3DPC 75 17 0 05 Feb 2024
The Why, When, and How to Use Active Learning in Large-Data-Driven 3D Object Detection for Safe Autonomous Driving: An Empirical Exploration Ross Greer Bjørk Antoniussen M. V. Andersen Andreas Møgelmose Mohan M. Trivedi 3DPC 110 18 0 30 Jan 2024
Contextual Diversity for Active Learning Sharat Agarwal H. Arora Saket Anand Chetan Arora 187 172 0 13 Aug 2020