Search Results for author: Tianxiang Chen

Found 7 papers, 1 papers with code

A Survey on Visual Mamba

no code implementations24 Apr 2024 Hanwei Zhang, Ying Zhu, Dan Wang, Lijun Zhang, Tianxiang Chen, Zi Ye

This encompasses general visual tasks, Medical visual tasks (e. g., 2D / 3D segmentation, classification, and image registration, etc.

Image Registration Image Restoration +4

MiM-ISTD: Mamba-in-Mamba for Efficient Infrared Small Target Detection

1 code implementation4 Mar 2024 Tianxiang Chen, Zhentao Tan, Tao Gong, Qi Chu, Yue Wu, Bin Liu, Jieping Ye, Nenghai Yu

Inspired by the recent basic model with linear complexity for long-distance modeling, called Mamba, we explore the potential of this state space model for ISTD task in terms of effectiveness and efficiency in the paper.

Sentence

P-Mamba: Marrying Perona Malik Diffusion with Mamba for Efficient Pediatric Echocardiographic Left Ventricular Segmentation

no code implementations13 Feb 2024 Zi Ye, Tianxiang Chen, Fangyijie Wang, Hanwei Zhang, Guanxi Li, Lijun Zhang

In pediatric cardiology, the accurate and immediate assessment of cardiac function through echocardiography is important since it can determine whether urgent intervention is required in many emergencies.

Bootstrapping Audio-Visual Segmentation by Strengthening Audio Cues

no code implementations4 Feb 2024 Tianxiang Chen, Zhentao Tan, Tao Gong, Qi Chu, Yue Wu, Bin Liu, Le Lu, Jieping Ye, Nenghai Yu

This bidirectional interaction narrows the modality imbalance, facilitating more effective learning of integrated audio-visual representations.

Representation Learning

TCI-Former: Thermal Conduction-Inspired Transformer for Infrared Small Target Detection

no code implementations3 Feb 2024 Tianxiang Chen, Zhentao Tan, Qi Chu, Yue Wu, Bin Liu, Nenghai Yu

We abstract this process as the directional movement of feature map pixels to target areas through convolution, pooling and interactions with surrounding pixels, which can be analogous to the movement of thermal particles constrained by surrounding variables and particles.

A Novel Graph-based Computation Offloading Strategy for Workflow Applications in Mobile Edge Computing

no code implementations24 Feb 2021 Xuejun Li, Tianxiang Chen, Dong Yuan, Jia Xu, Xiao Liu

To achieve better Quality of Service (QoS), for instance, faster response time and lower energy consumption, computation offloading is widely used in the MEC environment.

Edge-computing Distributed, Parallel, and Cluster Computing C.2.4

SMAP: A Joint Dimensionality Reduction Scheme for Secure Multi-Party Visualization

no code implementations30 Jul 2020 Jiazhi Xia, Tianxiang Chen, Lei Zhang, Wei Chen, Yang Chen, Xiaolong Zhang, Cong Xie, Tobias Schreck

We build a prototype system based on our method, SMAP, to support the organization, computation, and exploration of secure joint embedding.

Dimensionality Reduction

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