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Xian Zhou

5 accepted papers

2025

SalM²: An Extremely Lightweight Saliency Mamba Model for Real-Time Cognitive Awareness of Driver Attention

AAAI 2025technical

Driver attention recognition in driving scenarios is a popular direction in traffic scene perception technology. It aims to understand human driver attention to focus on specific targets/objects in the driving scene. However, traffic scenes contain not only a large amount of visual information but a…

2025

Uncovering Argumentative Flow: A Question-Focus Discourse Structuring Framework

EMNLP 2025

Understanding the underlying argumentative flow in analytic argumentative writing is essential for discourse comprehension, especially in complex argumentative discourse such as think-tank commentary. However, existing structure modeling approaches often rely on surface-level topic segmentation, fai

Cited by 0SourcePDFScholar
2023

Characterizing and Verifying Scientific Claims: Qualitative Causal Structure is All You Need

EMNLP 2023long main

A scientific claim typically begins with the formulation of a research question or hypothesis, which is a tentative statement or proposition about a phenomenon or relationship between variables. Within the realm of scientific claim verification, considerable research efforts have been dedicated to a…

Cited by 0SourceScholar
2020

Learning from Unlabelled Videos Using Contrastive Predictive Neural 3D Mapping

ICLR 2020poster

Predictive coding theories suggest that the brain learns by predicting observations at various levels of abstraction. One of the most basic prediction tasks is view prediction: how would a given scene look from an alternative viewpoint? Humans excel at this task. Our ability to imagine and fill in m…

Cited by 30SourcecodeScholar