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Yipeng Du

2 accepted papers

2026

MotionSight: Boosting Fine-Grained Motion Understanding in Multimodal LLMs

ICLR 2026poster

Despite advancements in Multimodal Large Language Models (MLLMs), their proficiency in fine-grained video motion understanding remains critically limited. They often lack inter-frame differencing and tend to average or ignore subtle visual cues. Furthermore, while visual prompting has shown potentia…

Cited by 0SourceScholar
2026

SGERA: Stein-Guided ECG-Report Alignment for ECG Representation Learning

ICML 2026poster

Electrocardiogram (ECG) representation learning via ECG-report alignment is often hindered by the inherent structural and statistical divergence between signals and natural language. Existing methods struggle to bridge this gap with simple contrastive objectives, but struggle with distribution depen…

Cited by 0SourceScholar