Xuan Yang

MIPA: Multi-Agent Interval Analysis via Value-Flow and LLM-Solver Co-Reasoning

Xuan Yang, Guanji Yue, Guitang Liu

cn (code pays fourni par la source)

Improved Mask R-CNN with Attention U-Net Feature Extractor for Pronucleus Instance Segmentation in Fertilized Egg Embryo

Yuan Zhao, Zikang Cai, Xudong Li, Ni Zeng et autres

The pronucleus is the nucleus that formed in the fertilized egg embryo during the early stage following the fusion of the oocyte and sperm nuclei. The presence of pronucleus is a crucial indicator of successful fertilization. Among assisted reproductive technology, the intelligent …

cn, hk (code pays fourni par la source)

Interaction between amylose/amylopectin and polyphenols of different structures

Tongtong Yu, Xuan Yang, Yuwan Li, Xuezhi Tian et autres

cn (code pays fourni par la source)

HSDNet: Hybrid Super-Resolution Assisted Detection Network for Surface Defect Detection

Xinzhi Lin, Xuan Yang, Yunquan Sun, Lizhe Qi

Surface defect detection plays a vital role in ensuring product quality in real industrial scene. Currently, deep learning-based detectors have achieved notable performance on different open-source high-quality image datasets. Nevertheless, constrained by the deployment costs of imaging equipment in real industrial scenes, …

cn (code pays fourni par la source)

IF-DETR: Incremental Few-Shot Detection Transformer for Surface Defect Detection

Xuan Yang, Zhangxun Li, Xinzhi Lin, Jiamu Sheng et autres

Recognizing new categories that continually emerge during production is a significant challenge in defect detection, and deep learning methods have become the mainstream solution in recent years. However, in industrial scenarios, the scarcity of new category samples in the early phases leads …

cn (code pays fourni par la source)

FBI-Net: Foreground and Background Isolate Knowledge Distillation Network for Surface Defect Detection

Xuan Yang, Xinzhi Lin, Yuzheng Wang, Yunquan Sun et autres

In intelligent manufacturing, surface defect detection is essential for ensuring product quality and enhancing production efficiency. Although deep learning-based methods for defect detection show significant potential, optimization strategies focused on single models often address either speed or accuracy, while still facing three …

cn (code pays fourni par la source)

Outer shell: Natural biomaterial derived from starch for effective anthocyanin interaction

Xuan Yang, Tongtong Yu, Lei Rao, Yongtao Wang et autres

cn (code pays fourni par la source)

RetinexUNet++: A Retinex-Based UNet++ Model for Low-Light Image Enhancement

Lijun Dai, Xuan Yang, Yunquan Sun, Lizhe Qi

Low-light image enhancement (LLIE) aims to recover details in images captured under low-light conditions, crucial for improving the quality of low-level perception and enhancing the performance of high-level visual tasks. Most transformer-based methods show great potential in this field, but they rarely …

cn (code pays fourni par la source)

The cost-effectiveness evaluation of marketing and maintenance projects by the RankNet-assisted algorithm

Junmin Zhang, Quanhui Sun, Xuan Yang, Shenghua Wang et autres

The cost-effectiveness evaluation for power enterprises is concentrated in the field of power grid construction projects with large investment scales, while such analysis aiming at marketing and maintenance projects (MMPs) remains to be studied. Meanwhile, issues such as the low universality of …

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SafeAuto: Knowledge-Enhanced Safe Autonomous Driving with Multimodal Foundation Models

Jiawei Zhang, Xuan Yang, Taiqi Wang, Yu Yao et autres

Traditional autonomous driving systems often struggle to connect high-level reasoning with low-level control, leading to suboptimal and sometimes unsafe behaviors. Recent advances in multimodal large language models (MLLMs), which process both visual and textual data, offer an opportunity to unify perception and …

Step-Video-T2V Technical Report: The Practice, Challenges, and Future of Video Foundation Model

Guoqing Ma, Haoyang Huang, Kun Yan, Liangyu Chen et autres

We present Step-Video-T2V, a state-of-the-art text-to-video pre-trained model with 30B parameters and the ability to generate videos up to 204 frames in length. A deep compression Variational Autoencoder, Video-VAE, is designed for video generation tasks, achieving 16x16 spatial and 8x temporal compression …

Integrated farming optimization ensures high-yield crop production with decreased nitrogen leaching and improved soil fertility: The findings from a 12-year experimental study

Xuan Yang, Roland Bol, Longlong Xia, Cong Xu et autres

Context or problem Sustainable farming practices, including precision fertilization, water-saving irrigation and recycling of organic materials, have been implemented worldwide in recent decades to achieve high crop yields and minimize nonpoint source pollution . However, the comprehensive impacts of these agricultural practices …

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