An Effective Med-VQA Method Using a Transformer with Weights Fusion of Multiple Fine-Tuned Models by Al-Hadhrami, Suheer, Menai, Mohamed El Bachir, Al-Ahmadi, Saad, Alnafessah, Ahmad

“…The second model, the greedy-soup-based model, uses a greedy soup technique based on the fusion of multiple fine-tuned models to set the model parameters. The greedy soup selects the model parameters by fusing the model parameters that have significant performance on the validation accuracy in training. …”
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Evaluating Adaptive Layer Freezing through Hyperparameter Optimization for Enhanced Fine-Tuning Performance of Language Models by Figueroa, Reinaldo

“…When dealing with data scarcity, transfer learning has become the go-to method to use these models in specialized downstream tasks via fine-tuning. However, fine-tuning on small datasets can lead to overfitting and a lack of generalization. …”
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EyeTrAES: Fine-grained, Low-Latency Eye Tracking via Adaptive Event Slicing by Sen, Argha, Bandara, Nuwan, Gokarn, Ila, Kandappu, Thivya, Misra, Archan

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Fine-tuning selective layer architecture of hydrogel membrane towards high separation performances for engineered osmosis by Qin, Detao, Liu, Zhaoyang, Bai, Hongwei, Song, Xiaoxiao, Li, Zhengtao, Sun, Darren Delai

“…Towards this goal, the architecture of hydrogel selective layer is finely tuned for the first time for improving engineered osmosis (EO) membrane performance. …”
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Selective susceptibility of human skin antigen presenting cells to productive dengue virus infection by Cerny, Daniela, Haniffa, Muzlifah, Shin, Amanda, Bigliardi, Paul, Tan, Bien Keem, Lee, Bernett, Poidinger, Michael, Tan, Ern Yu, Ginhoux, Florent, Fink, Katja

“…Dengue virus (DENV) is transmitted by mosquitoes, thus host cells in the skin are the first point of contact with the virus. …”
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A 1.3-micrometre-thick elastic conductor for seamless on-skin and implantable sensors by Jiang, Zhi, Chen, Nuan, Yi, Zhigao, Zhong, Junwen, Zhang, Feilong, Ji, Shaobo, Liao, Rui, Wang, Yan, Li, Haicheng, Liu, Zhihua, Wang, Yang, Yokota, Tomoyuki, Liu, Xiaogang, Fukuda, Kenjiro, Chen, Xiaodong, Someya, Takao

“…On-skin and implantable electronics require elastic conductors that are only a few micrometres thick and soft enough to form a seamless contact with three-dimensional structures. …”
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Understanding the toxicological effects of nanoparticles extracted from sunscreens on human keratinocytes and skin explants by Kwek, Darien Yu De

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Communication among TAKl, Smad3 and PPAR β/δ and their impact on skin development. by Tan, Nguan Soon.

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Uncovering vein patterns from color skin images for personal identification in forensic investigation by Tang, Chaoying

“…Using these images as evidence in legal cases (e.g. child sexual abuse, child pornography and masked gunmen) can be very challenging, because the faces of criminals or victims are not visible. Although large skin marks and tattoos have been used, they are ineffective in some legal cases, because the skin exposed in evidence images have neither unique tattoos nor enough skin marks for identification. …”
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Development of pigmented human skin constructs via 3D drop-on-demand bioprinting by Ng, Wei Long

“…The 3D hierarchical porous collagen-fibroblast matrices serve as the dermal skin constructs for patterning of EMUs. Lastly, the feasibility of fabricating pigmented human skin constructs with uniform skin pigmentation (using 3 different skin cells from 3 different skin donors) is demonstrated. …”
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Early Prediction of Skin Viability Using Visible Diffuse Reflectance Spectroscopy and Autofluorescence Spectroscopy by Zhu, Caigang, Chen, Shuo, Chui, Christopher Hoe-Kong, Tan, Bien-Keem, Liu, Quan

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Dynamic stabilization of formation fines to enhance oil recovery of a medium permeability sandstone core at reservoir conditions by Agi, Augustine Aja, Radzuan, Junin, Mohd Zaidi, Jaafar, Zulkifli, Abdul Majid, Nor Aishah Saidina, Amin, Akhmal, Sidek, Yakasai, Faruk, Muhammad Abbas Ahmad, Zaini, Azrul Nurfaiz, Mohd Faizal, Gbadamosi, Afeez Olayinka, Sirajo, Lawal, Oseh, Jeffrey Onuoma

“…Fines migration has impacted the efficiency of low salinity water flooding at reservoir condition. …”
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Extracting structured data from organic synthesis procedures using a fine-tuned large language model by Ai, Qianxiang, Meng, Fanwang, Shi, Jiale, Pelkie, Brenden, Coley, Connor W

“…The fine-tuned model produces syntactically correct ORD records with an average accuracy of 91.25% for ORD “messages” (e.g., full compound, workups, or condition definitions) and 92.25% for individual data fields (e.g., compound identifiers, mass quantities), with the ability to recognize compound-referencing tokens and to infer reaction roles. …”
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Discrete and fine wavelength tunable thermo-optic WSS for low power consumption C+L band tunability by Prabhathan, Patinharekandy, Murukeshan, Vadakke Matham, Zhang, Huijuan, Chen, Shiyi, Zhang, Jing

“…Instead of direct tuning a single MRR spectrum, the discrete and fine wavelength tunability in a Vernier configured TO-WSS has been used to achieve single wavelength selection over a high free spectral range (FSR). …”
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Fine-scale population structure and widespread conservation of genetic effect sizes between human groups across traits by Hu, S, Ferreira, LAF, Shi, S, Hellenthal, G, Marchini, J, Lawson, DJ, Myers, SR

“…We developed a statistical pipeline to infer fine-scale Ancestry Components and applied it to UK Biobank data. …”

Towards greener concrete: a comprehensive review of waste glass powder as a partial fine aggregate substitute by S.J.S, Hakim, Mhaya, A M, Mokhatar, S N A F, Kamarudin, S. N., Tong, Y G, Chik, T N T

“…Overall, preparing a review paper on the performance of waste glass powder as a partial substitution of fine aggregate in concrete consolidates existing knowledge, evaluates performance, identifies benefits, challenges, and guides future research…”
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Improved flux pinning properties of Mg exceed MgB2 ceramics with B4C and Dy2O3 additions by Pham, Ha H., Le, Tien, Pham, An T., Kang, Won Nam, Nam, Nguyen H., Anh, Do T.K., Anh, Nguyen Hoang, Peh, Hoo Keong, Chen, Soo Kien, Man, Nguyen K., Hong, Vuong Thi Anh, Lee, Hanoh, Park, Tuson, Cuong, Le Viet, Hai, Phan, Huy, Nguyen Quang, Tran, Duc H.

“…According to collective pinning theory, δl pinning was identified as the dominant pinning type in the fabricated samples. …”
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An on-skin electrode with anti-epidermal-surface-lipid function based on a zwitterionic polymer brush by He, Ke, Liu, Zhiyuan, Wan, Changjin, Jiang, Ying, Wang, Ting, Wang, Ming, Zhang, Feilong, Liu, Yaqing, Pan, Liang, Xiao, Meng, Yang, Hui, Chen, Xiaodong

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Towards indicating human skin state in vivo using geometry-dependent spectroscopic contrast imaging by Ni, Guangming, Ge, Xin, Liu, Lin, Zhang, Jing, Wang, Xiangzhou, Liu, Juanxiu, Liu, Linbo, Liu, Yong

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Electrospun aligned PCLl/gelatin scaffolds mimicking the skin ECM for effective antimicrobial wound dressings by Ghomi, Erfan Rezvani, Lakshminarayanan, Rajamani, Chellappan, Vijila, Verma, Navin Kumar, Chinnappan, Amutha, Neisiany, Rasoul Esmaeely, Amuthavalli, Kottaiswamy, Poh, Zhi Sheng, Wong, Brandon Han Siang, Dubey, Nileshkumar, Narayan, Roger, Ramakrishna, Seeram

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