目录
姓 名 邵明文
出生年月 1974年7月 性别
单位 青岛软件学院、计算机科学与技术学院
职称 教授
Email mwshao@upc.edu.cn
导师类型 博、硕导 兼职
研究方向
研究方向
数据挖掘、人工智能
承担科研项目(近三年)
项目名称开始日期结项日期项目级别
基于生成对抗网络的图像生成学习方法研究 2023-01-01 2025-12-30 省部级
面向真实场景的遥感图像全色锐化深度学习方法研究 2023-01-01 2026-12-31 国家级
配电设备故障预测技术研究 2023-05-12 2025-05-11 横向
恶劣天气红外视频增强、红外视频超分解决方案 2023-07-26 2024-06-30 横向
多种恶劣天气场景下的退化图像一体化恢复方法研究 2024-01-01 2024-12-31 校级
多种恶劣天气下的退化图像一体化恢复方法研究 2024-01-01 2027-12-01 国家级
基于多模态融合的真实场景中微表情识别 2024-01-01 2026-12-31 省部级
材料缺陷检测大模型开发与位于产品检测应用 2024-12-10 2026-06-30 横向
基于少样本增量学习的元学习方法研究 2025-08-10 2027-08-09 横向
多模态语义驱动的视频编辑方法研究 2026-01-01 2026-12-31 校级
获得科研奖励(近三年)
奖励名称批准部门时间等级级别本人位次
云边端深度协同的弹性计算关键技术及应用 青岛市人民政府 2025 1 1 11
发表科研论文(近三年)
论文题目发表时间刊物名称卷期
Branch Aware Assignment for Object Detection 2023 The Visual Computer https://doi.org/10.1007/s00371-022-02691-z
An adaptive fine-tuning strategy for few-shot learning 2023 Journal of Electronic Imaging http://dx.doi.org/10.1117/1.JEI.31.6.063010
Generating Adversarial Samples by Manipulating Image Features with Auto-encoder 2023 International Journal of Machine Learning and Cybernetics 14
Uncertainty-Guided Hierarchical Frequency Domain Transformer for Image 2023 Knowledge-Based Systems 262
Graph Neural Networks Induced by Concept Lattices for Classification 2023 International Journal of Approximate Reasoning 154
Image-to-image translation using an offset-basedmulti-scale codes GAN encoder 2023 The Visual Computer https://doi.org/10.1007/s00371-023-02810-4
Improving knowledge distillation via pseudo-multi-teacher network 2023 Machine Vision and Applications 34
GPNet: Key Point Generation Auxiliary Network for Object Detection 2023 Advanced Theory and Simulations 4
Mutual channel prior guided dual-domain interaction network for single image raindrop removal 2023 Computers & Graphics 112
Adversarial-based Ensemble Feature Knowledge Distillation 2023 Neural Process Letter https://doi.org/10.1007/s11063-023-11328-8
Global-local Transformer for Single Image Rain Removal 2023 Pattern Analysis and Applications DOI: 10.1007/s10044-023-01184-6
High-fidelity GAN inversion by frequency domain guidance 2023 Computers & Graphics 114
Deep Fuzzy Clustering Transformer: Learning the General Property of Corruptions for Degradation-Agnostic Multi-Task Image Restoration 2023 IEEE Transactions on Fuzzy Systems DOI: 10.1109/TFUZZ.2023.3287734
Progressive Convolutional Transformer for Image Restoration 2023 Engineering Applications of Artificial Intelligence 125
An Adaptive One-stage Generative Adversarial Network for Unpaired Image Super-resolution 2023 Neural Computing and Applications https://doi.org/10.1007/s00521-023-08888-0
Unpaired Image Super-resolution Using a Lightweight Invertible 2023 Pattern Recognition https://doi.org/10.1016/j.patcog.2023.109822
Knowledge acquisition of multi-granularity ordered information systems 2023 Applied Soft Computing https://doi.org/10.1016/j.asoc.2023.110674
Learning Depth-Density Priors for Fourier-based Unpaired Image Restoration 2023 IEEE Transactions on Circuits and Systems for Video Technology https://doi.org/10.1109/ TCSVT.2023.3305996
Low-Rank Prompt-Guided Transformer for Hyperspectral Image Denoising 2024 IEEE Transactions on Geoscience and Remote Sensing 8
Inter-Class Topology Alignment for Efficient Black-Box Substitute Attacks 2024 ECCV 1
Advancing Few-Shot Black-Box Attack with Alternating Training 2024 IEEE Transactions on Reliability 6
Multi-Dimensional Dynamic Pruning: Exploring Spatial and Channel Fuzzy Sparsity 2024 IEEE Transactions on Fuzzy Systems 3
Multi-Domain Multi-Scale Diffusion Model for Low-Light Image Enhancement 2024 AAAI 2024 1
Frequency Attacks Based on Invertible Neural Networks 2024 IEEE Transactions on Artificial Intelligence 2
Mining Positive and Negative Rules via One-sided Fuzzy Three-way Concept Lattices 2024 Fuzzy Sets and Systems 2
MirrorDiff: Prompt Redescription for Zero-shot Grounded Text-to-Image Generation with Attention Modulation 2025 Engineering Applications of Artificial Intelligence 153
Pool-Mamba: Pooling State Space Model for Low-Light Image Enhancement 2025 Neurocomputing 635
S2Gaussian: Sparse-View Super-Resolution 3D Gaussian Splatting 2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2025) 1
Learning to Restore Arbitrary Hybrid Adverse Weather Conditions in One Go 2025 Pattern Recognition 164
Latent Code Augmentation Based on Stable Diffusion for Data-free Substitute Attacks 2025 IEEE Transactions on Neural Networks and Learning Systems 36:6
Frequency-aware Uncertainty Gaussian Splatting for Dynamic Scene Reconstruction 2025 IEEE Transactions On Visualization and Computer Graphics 31: 5
SUV: Suppressing Undesired Video Content via Semantic Modulation Based on Text Embeddings 2025 International Conference on Computer Vision (ICCV 2025) 1
Wave-MambaAD: Wavelet-driven State Space Model for Multi-class Unsupervised Anomaly Detection 2025 International Conference on Computer Vision (ICCV 2025) 1
Lingzhuang Meng, BM-Edit: Background retention and motion consistency for zero-shot video editing 2025 Knowledge-Based Systems 324
Degradation-aware Prompt Learning for Real-world Blind Image Restoration 2025 Applied Soft Computing 177
RestorGS: Depth-aware Gaussian Splatting for Efficient 3D Scene Restoration 2025 IEEE Conference on Computer Vision and Pattern Recognition 1
学术兼职
学术兼职类型学术兼职职务
学会任职 中国计算机学会人工智能与模式识别专委会委员
学会任职 中国人工智能学会粒计算与知识发现专业委员会委员
学会任职 中国人工智能学会粒计算与多尺度分析专业委员会委员
学会任职 中国计算机学会计算机视觉专委会委员