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Jian Fang

3 accepted papers

2025

Perspective-Invariant 3D Object Detection

ICCV 2025poster

With the rise of robotics, LiDAR-based 3D object detection has garnered significant attention in both academia and industry. However, existing datasets and methods predominantly focus on vehicle-mounted platforms, leaving other autonomous platforms underexplored. To bridge this gap, we introduce Pi3…

2025

Text-guided Device-realistic Sound Generation for Fiber-based Sound Event Classification

ICASSP 2025accepted

Recent advancements in unique acoustic sensing devices and large-scale audio recognition models have unlocked new possibilities for environmental sound monitoring and detection. However, applying pretrained models to non-conventional acoustic sensors results in performance degradation due to domain…

Cited by 0Source ↗Scholar ↗
2017

Integration of multiple genomic imaging data for the study of schizophrenia using joint nonnegative matrix factorization

ICASSP 2017accepted

Schizophrenia (SZ) is a complex disease caused by a lot genetic variants, epigenetic and brain region abnormalities. In this study, we adopted a joint nonnegative matrix factorization method to integrate three datasets including single nucleotide polymorphism (SNP), brain activity measured by functi…

Cited by 3Source ↗Scholar ↗