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Zhang Yi

Sichuan University - Machine Intelligence Laboratory

Chengdu, 610065

China

SCHOLARLY PAPERS

9

DOWNLOADS

429

TOTAL CITATIONS

0

Scholarly Papers (9)

1.

Biomotion-Snn: Spiking Neural Network Modeling for Visual Motion Processing

Number of pages: 12 Posted: 06 Mar 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Chinese Academy of Sciences (CAS) - State Key Laboratory of Brain and Cognitive Science, University of Electronic Science and Technology of China (UESTC) and Sichuan University - Machine Intelligence Laboratory
Downloads 102 (679,608)

Abstract:

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Visual cortex, Motion perceptions, MT-MST pathways, Spiking neural networks, Synaptic pruning.

2.

Deformable Symmetry Attention for Nuclear Medicine Image Segmentation

Number of pages: 27 Posted: 27 Jun 2024
Sichuan University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Sichuan University and Sichuan University - Machine Intelligence Laboratory
Downloads 85 (771,553)

Abstract:

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Image Segmentation, Anatomical Symmetry Prior, Deformable Image Registration.

3.

DeepLN: An Artificial Intelligence Tool to Predict Pathological Subtypes in CT-Detected Pulmonary Nodules

Number of pages: 27 Posted: 26 Feb 2021
Sichuan University - Department of Respiratory & Critical Care Medicine, Sichuan University - Department of Respiratory & Critical Care Medicine, Sichuan University - Machine Intelligence Laboratory, Sichuan University - Machine Intelligence Laboratory, Sichuan University - Department of Respiratory & Critical Care Medicine, Sichuan University - Department of Respiratory & Critical Care Medicine, Sichuan University - Machine Intelligence Laboratory, Sichuan University - Department of Respiratory & Critical Care Medicine, Sichuan University - Machine Intelligence Laboratory, Sichuan University - Machine Intelligence Laboratory and Sichuan University - Department of Respiratory & Critical Care Medicine
Downloads 69 (883,195)

Abstract:

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4.

Spiking Neural Network Analysis of Mt-Mst Pathways in Biological Motion Processing

Number of pages: 13 Posted: 07 Aug 2024
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Chinese Academy of Sciences (CAS) - State Key Laboratory of Brain and Cognitive Science, University of Electronic Science and Technology of China (UESTC) and Sichuan University - Machine Intelligence Laboratory
Downloads 64 (924,743)

Abstract:

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Visual cortex, Motion perceptions, MT-MST pathways, Spiking Neural Networks, Synaptic pruning.

5.

Improved Adaptive Optimization Algorithm for Training Physics-Informed Neural Networks

Number of pages: 9 Posted: 27 Feb 2025
affiliation not provided to SSRN, University of Electronic Science and Technology of China (UESTC), affiliation not provided to SSRN, Sichuan University - Machine Intelligence Laboratory and affiliation not provided to SSRN
Downloads 61 (951,658)

Abstract:

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Adaptive optimization algorithm, Long-term memory, Convex optimization, Physics-Informed Neural Networks

6.

Var-Nmode: Model With  L2-Stability Based on Nmode for Defending Against Adversarial Attacks

Number of pages: 25 Posted: 05 Mar 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, University of Electronic Science and Technology of China (UESTC), affiliation not provided to SSRN, Sichuan University - Machine Intelligence Laboratory and Sichuan University
Downloads 34 (1,263,436)

Abstract:

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ODE networks, Adversarial perturbations, Robustness, Adversarial training.

7.

TSCMM: Temporal-Spatial Cascade Motion Module for High-Quality Video Generation

Number of pages: 14 Posted: 21 Mar 2026
Sichuan University, Sichuan University, Sichuan University, Sichuan University - Machine Intelligence Laboratory and Sichuan University - Machine Intelligence Laboratory
Downloads 8 (1,555,090)

Abstract:

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computer vision, Text-to-Video Generation, Image Synthesis, Diffusion Models

8.

SDTTA: Semantic Dependent Test-Time Adaptation with Ordinary Differential Equation Meta-networks

Number of pages: 16 Posted: 30 May 2026
Sichuan University, Sichuan University, Sichuan University - Machine Intelligence Laboratory, Sichuan University - Machine Intelligence Laboratory and Sichuan University
Downloads 4 (1,579,934)

Abstract:

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Test-Time Adaptation, Meta-network, Neural ODE, Source-free adaptation

9.

Efficient feature selection based on bounded approximate entropy

Number of pages: 24 Posted: 10 Apr 2026
affiliation not provided to SSRN, Southwest Jiaotong University, Southwest Jiaotong University, Southwest Jiaotong University, Sichuan University and Sichuan University - Machine Intelligence Laboratory
Downloads 2 (1,584,314)

Abstract:

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Feature Selection, uncertainty measure, fuzzy rough set, bounded approximate entropy, granular computing