Pruning methods for RBF networks by Tarannum Shakir.

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Investigation of graphite nano-particles obtained via different cleaving methods by Tan, Siew Hwee.

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Feature selection for classification applications in neural network pruning by Gong, Rui

“…Experiments results show that feature selection methods are useful for neural network pruning.…”
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G-cleave LC3B biosensor: monitoring autophagy and assessing resveratrol's synergistic impact on doxorubicin-induced apoptosis in breast cancer cells by Liao, C, Long, Y, Tsai, M, Lin, C, Hsu, K, Lee, C

“…Notably, the G-cleave LC3B biosensor exhibited strong concordance with established autophagy metrics, encompassing LC3B lipidation, SQSTM1 degradation, and puncta accumulation analysis. …”

Unsupervised generative variational continual learning by Liu, Guimeng

“…There are mainly three categories in this field: replay methods, regularization-based methods, and parameter isolation methods. …”
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Discovering thematic objects in image collections and videos by Katsaggelos, Aggelos K., Yuan, Junsong, Zhao, Gangqiang, Fu, Yun, Li, Zhu, Wu, Ying

“…Experiments on challenging image and video data sets and comparisons with existing methods validate the effectiveness of our method.…”
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Accurate and Fast Approximate Graph Mining at Scale by Arpaci-Dusseau, Anna

“…Second, we propose two techniques to deal with the “needle-in-the-hay” problem, eager-verify and hybrid sampling. Our eager-verify method drastically improves sampling hit rate by pruning unpromising candidates as early as possible. …”
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Embedded computing techniques for remote mobile video surveillance systems by Nirmala Ramakrishnan

“…Next, a low-complexity GME method (called sparse-GME) is proposed by employing a minimum number of well-distributed sparse corner features. …”
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Red Alarm for Pre-trained Models: Universal Vulnerability to Neuron-level Backdoor Attacks by Zhang, Zhengyan, Xiao, Guangxuan, Li, Yongwei, Lv, Tian, Qi, Fanchao, Liu, Zhiyuan, Wang, Yasheng, Jiang, Xin, Sun, Maosong

“…Finally, we apply several defense methods to NeuBA and find that model pruning is a promising technique to resist NeuBA by omitting backdoored neurons.…”
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Refining learning models in grammatical inference by Wang, Xiangrui

“…We introduce the use of recurrent neural networks (RNNs) and present a pruning learning method to avoid the exponential space costs. …”
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New Purification Strategies and Monomer Platforms for Ruthenium-Initiated Living Ring-Opening Metathesis Polymerization by Kilgallon, Landon J.

“…Covalent capture purification—a type of catch-and-release purification—purifies molecules by selectively capturing them (via a covalent bond) onto a solid support, washing away impurities, and cleaving the product from the support for recovery. …”
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A facile alternative strategy of upcycling mixed plastic waste into vitrimers by Ng, Joseph Kok Wei, Lim, Jacob Song Kiat, Gupta, Nupur, Dong, Bing Xue, Hu, Chun Po, Hu, Jingdan, Hu, Xiao

“…Consequently, we have clearly demonstrated the applicability of the above method to upcycle mixed plastic wastes into vitrimers and reprocessable composites. …”
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0-1 Knapsack in Nearly Quadratic Time by Jin, Ce

“…To extend this approach to our 0-1 setting, we use a novel pruning method, as well as the two-level color-coding of Bringmann (2017) and the SMAWK algorithm on tall matrices.…”
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Efficient techniques for subgraph mining and query processing by Lin, Wenqing

“…Based on our analysis, we develop a GPU-based solution that (i) drastically differs from existing CPU-based methods, and (ii) exploits the strengths of GPUs in terms of parallelism while mitigating their limitations in terms of the computation power per GPU core. …”
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Efficient algorithms for subgraph counting and enumeration on large graphs by Wang, Kaixin

“…This hybrid strategy enables more efficient pruning of sub-branches, resulting in a worst-case time complexity of O(m\delta + m\tau 3^(\tau/3)), where \tau is related to the maximum truss number. …”
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Graphene-based electrodes by Huang, Xiao, Zeng, Zhiyuan, Fan, Zhanxi, Liu, Juqing, Zhang, Hua

“…In this Review, after a short introduction to the properties and synthetic methods of graphene and its derivatives, we will discuss the importance of graphene-based electrodes, their fabrication techniques, and application areas.…”
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Learning class-specific edges for object detection and segmentation by Prasad, M, Zisserman, A, Fitzgibbon, A, Kumar, MP, Torr, PHS

“…This classifier may then be used to prune edges which are not relevant to the object class, and thereby improve the performance of subsequent processing. …”

Synthesis of Isotopically Labeled Fe and S-alkylated Iron-Sulfur Clusters by Linn, Brittany

“…Our group has established reliable methods of synthesizing alkylated [Fe₄S₄] clusters that can serve as models of organometallic intermediates in RS enzyme catalysis. …”
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Zanthoxylum bungeanum essential oil induces apoptosis of HaCaT human keratinocytes by Li, K, Zhou, R, Wang Jia, W, Li, Z, Li, J, Zhang, P, Xiao, T

“…Furthermore, western blot analysis revealed that the ZBEO increased expression of cleaved caspase-8/9/3, PARP, and Bax, decreased Bcl-2 levels. …”

Renal-clearable molecular probe for near-infrared fluorescence imaging and urinalysis of SARS-CoV-2 by Liew, Si Si, Zeng, Ziling, Cheng, Penghui, He, Shasha, Zhang, Chi, Pu, Kanyi

“…Despite the importance of rapid and accurate detection of SARS-CoV-2 in controlling the COVID-19 pandemic, current diagnostic methods are static and unable to distinguish between viable/nonviable virus or directly reflect viral replication activity. …”
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