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Qian Liang

3 accepted papers

2026

MM-R1: Unleashing the Power of Unified Multimodal Large Language Models for Personalized Image Generation

AAAI 2026technical

Multimodal Large Language Models (MLLMs) with unified architectures excel across a wide range of vision-language tasks, yet aligning them with personalized image generation remains a significant challenge. Existing methods for MLLMs are frequently subject-specific, demanding a data-intensive fine-tu

Cited by 0SourcePDFScholar
2025

Spatial Alignment and Temporal Matching Adapter for Video-Radar Remote Physiological Measurement

ICCV 2025poster

Remote physiological measurement (RPM) based on video and radar has made significant progress in recent years. However, unimodal methods based solely on video or radar sensor have notable limitations due to their measurement principles, and multimodal RPM that combines these modalities has emerged a…

Cited by 0SourcePDFScholar
2024

Continual Learning for Remote Physiological Measurement: Minimize Forgetting and Simplify Inference

ECCV 2024poster

"Remote photoplethysmography (rPPG) has gained significant attention in recent years for its ability to extract physiological signals from facial videos. While existing rPPG measurement methods have shown satisfactory performance in intra-dataset and cross-dataset scenarios, they often overlook the…