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Jia Yan

3 accepted papers

2025

SIP2Net: Situational-Aware Indoor Pathloss-Map Prediction Network for Radio Map Generation

ICASSP 2025accepted

This paper presents our indoor pathloss prediction solution to ICASSP 2025 Signal Process Grand Challenge: First Indoor Path Loss Prediction Challenge. The proposed U-Net-based network incorporates dedicated asymmetric convolutions and spatial pyramid pooling to enhance reconstruction quality. Our a…

Cited by 0SourceScholar
2024

Textual Tokens Classification for Multi-Modal Alignment in Vision-Language Tracking

ICASSP 2024accepted

Most vision-language (VL) trackers rely on coarse-grained information from sentences to achieve multi-modal alignment. However, this information is insufficient for accurately describing the target in each frame due to the inherent ambiguity, summarization, and invariance of sentences, thereby makin…

Cited by 0SourceScholar
2021

A sandbox for prediction and integration of DNA, RNA, and proteins in single cells

NeurIPS 2021poster

The last decade has witnessed a technological arms race to encode the molecular states of cells into DNA libraries, turning DNA sequencers into scalable single-cell microscopes. Single-cell measurement of chromatin accessibility (DNA), gene expression (RNA), and proteins has revealed rich cellular d…

Cited by 126SourceScholar