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20222026
most citedState Space Model for New-Generation Network Alternative to Transformers: A Survey

19 citations · 69 across the 32 of their papers we have counts for

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Showing 2024 · cs.CVShow all

10 papers · 2 filters

cs.CV2024

Object Detection using Event Camera: A MoE Heat Conduction based Detector and A New Benchmark Dataset

Xiao Wang, Yu Jin, Wentao Wu +4

Object detection in event streams has emerged as a cutting-edge research area, demonstrating superior performance in low-light conditions, scenarios with motion blur, and rapid mov…

cs.CV2024★ 2 cited

CXPMRG-Bench: Pre-training and Benchmarking for X-ray Medical Report Generation on CheXpert Plus Dataset

Xiao Wang, Fuling Wang, Yuehang Li +5

X-ray image-based medical report generation (MRG) is a pivotal area in artificial intelligence which can significantly reduce diagnostic burdens and patient wait times. Despite sig…

cs.CV2024

MambaEVT: Event Stream based Visual Object Tracking using State Space Model

Xiao Wang, Chao wang, Shiao Wang +4

Event camera-based visual tracking has drawn more and more attention in recent years due to the unique imaging principle and advantages of low energy consumption, high dynamic rang…

cs.CV2024★ 2 cited

Event Stream based Human Action Recognition: A High-Definition Benchmark Dataset and Algorithms

Xiao Wang, Shiao Wang, Pengpeng Shao +3

Human Action Recognition (HAR) stands as a pivotal research domain in both computer vision and artificial intelligence, with RGB cameras dominating as the preferred tool for invest…

cs.CV2024

Event Stream-based Sign Language Translation: A High-Definition Benchmark Dataset and A Novel Baseline

Shiao Wang, Xiao Wang, Duoqing Yang +5

Sign Language Translation (SLT) is a core task in the field of AI-assisted disability. Traditional SLT methods are typically based on visible light videos, which are easily affecte…

cs.CV2024★ 2 cited

R2GenCSR: Mining Contextual and Residual Information for LLMs-based Radiology Report Generation

Xiao Wang, Yuehang Li, Fuling Wang +3

Inspired by the tremendous success of Large Language Models (LLMs), existing Radiology report generation methods attempt to leverage large models to achieve better performance. The…

cs.CV2024

Mamba-FETrack: Frame-Event Tracking via State Space Model

Ju Huang, Shiao Wang, Shuai Wang +3

RGB-Event based tracking is an emerging research topic, focusing on how to effectively integrate heterogeneous multi-modal data (synchronized exposure video frames and asynchronous…

cs.CV2024★ 2 cited

Spatio-Temporal Side Tuning Pre-trained Foundation Models for Video-based Pedestrian Attribute Recognition

Xiao Wang, Qian Zhu, Jiandong Jin +5

Existing pedestrian attribute recognition (PAR) algorithms are mainly developed based on a static image, however, the performance is unreliable in challenging scenarios, such as he…

cs.CV2024★ 2 cited

Long-Term Visual Object Tracking with Event Cameras: An Associative Memory Augmented Tracker and A Benchmark Dataset

Xiao Wang, Xufeng Lou, Shiao Wang +3

Existing event stream based trackers undergo evaluation on short-term tracking datasets, however, the tracking of real-world scenarios involves long-term tracking, and the performa…

cs.CV2024★ 2 cited

CRSOT: Cross-Resolution Object Tracking using Unaligned Frame and Event Cameras

Yabin Zhu, Xiao Wang, Chenglong Li +5

Existing datasets for RGB-DVS tracking are collected with DVS346 camera and their resolution () is low for practical applications. Actually, only visible cameras ar…