Lixin Hou

Black-Box Membership Inference Attacks Against Contrastive Learning Via Aggressive Data Augmentations

Zixiong Wang, Lixin Hou, Gaoyang Liu, Jianfeng Lu et autres

cn, gb (code pays fourni par la source)

Ginseng Seed Quality Detection Based on YOLO-GS

Lixin Hou, Ning Wei, Mengke Wang, Xiaoran Yu et autres

Seed quality is a crucial factor in determining yield before sowing. Ginseng seeds undergo several processes before sowing, including picking, washing, and germination. The germination process is susceptible to damage or failure, which can directly impact the final yield of subsequent cultivation. …

cn (code pays fourni par la source)

Decoupling Memories, Muting Neurons: Towards Practical Machine Unlearning for Large Language Models

Lixin Hou, Zixiong Wang, Gaoyang Liu, Chen Wang et autres

Multimodal Data Fusion for Precise Lettuce Phenotype Estimation Using Deep Learning Algorithms

Lixin Hou, Yuxia Zhu, Mengke Wang, Wei Ning et autres

Effective lettuce cultivation requires precise monitoring of growth characteristics, quality assessment, and optimal harvest timing. In a recent study, a deep learning model based on multimodal data fusion was developed to estimate lettuce phenotypic traits accurately. A dual-modal network combining RGB and …

cn, ca (code pays fourni par la source)

The Industrial Internet Security Situation Assessment Method Based on AHP-CRITIC Hybrid Weighting

Ling Yang, Shuheng Xu, Lixin Hou, Yaodong Tao

The assessment index system for industrial Internet network security relies too heavily on expert knowledge and overlooks the impact of objective factors on situation assessment. This paper addresses this issue by focusing on the characteristics of industrial networks, specifically the impact of …

cn (code pays fourni par la source)

Study on Utilizing Mask R-CNN for Phenotypic Estimation of Lettuce’s Growth Status and Optimal Harvest Timing

Lixin Hou, Yuxia Zhu, Wei Ning, Zeye Liu et autres

Lettuce is an annual plant of the family Asteraceae. It is most often grown as a leaf vegetable, but sometimes for its stem and seeds, and its growth status and quality are evaluated based on its morphological phenotypic traits. However, traditional measurement …

cn, ca (code pays fourni par la source)

Tomato Sorting System Based on Machine Vision

Lixin Hou, Zeye Liu, Jixuan You, Yandong Liu et autres

In the fresh tomato market, it is crucial to sort and sell tomatoes based on their quality. This is important to enhance the competitiveness and profitability of the market. However, the manual sorting process is subjective and inefficient. To address this issue, …

cn (code pays fourni par la source)

Segmentation and broad classification of continuous speech

Ron Cole, Lixin Hou

Describes an algorithm that performs speaker-independent segmentation and broad classification of continuous speech. The algorithm is implemented as a set of knowledge sources that apply rules to speech parameters to locate segment boundaries and assign broad category labels to the resulting segments. …

us (code pays fourni par la source)