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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 0Source ↗Scholar ↗
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 8Source ↗Scholar ↗
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 126Source ↗Scholar ↗