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Aleksandr Dadukin

2 accepted papers

2024

Do You Remember the Future? Weak-to-Strong Generalization in 3D Object Detection

IJCAI 2024poster

This paper demonstrates a novel method for LiDAR-based 3D object detection, addressing major field challenges: sparsity and occlusion. Our approach leverages temporal point cloud sequences to generate frames that provide comprehensive views of objects from multiple angles. To address the challenge o…

Cited by 0SourcePDFScholar
2024

Weak-to-Strong 3D Object Detection with X-Ray Distillation

CVPR 2024poster

This paper addresses the critical challenges of sparsity and occlusion in LiDAR-based 3D object detection. Current methods often rely on supplementary modules or specific architectural designs potentially limiting their applicability to new and evolving architectures. To our knowledge we are the fir…