Evaluating Adaptive Layer Freezing through Hyperparameter Optimization for Enhanced Fine-Tuning Performance of Language Models by Figueroa, Reinaldo

“…Conversely, overfitting is highly likely to occur when training on small datasets. This thesis proposes and evaluates a new method for fine-tuning language models by adaptively choosing specific learning rates for each transformer layer that provide higher performance on in-domain low-volume datasets. …”
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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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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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Internal initiation of reverse transcription in a Penelope-like retrotransposon by Frangieh, Chris J., Wilkinson, Max E., Strebinger, Daniel, Strecker, Jonathan, Walsh, Michelle L., Faure, Guilhem, Yushenova, Irina A., Macrae, Rhiannon K., Arkhipova, Irina R., Zhang, Feng

“…A third class of eukaryotic retroelement, the Penelope-like elements (PLEs), has been well-characterized bioinformatically, but relatively little is known about the transposition mechanism of these elements. …”
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Discovery and characterization of hevein-like peptides from American ginseng by Shee, Mei Chin

“…Hevein-Like Peptides (HLPs) are one of the many categories under plant Cysteine-Rich Peptides (CRPs). …”
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Electrolyte-gated neuromorphic transistors for brain-like dynamic computing by He, Yongli, Jiang, Shanshan, Chen, Chunsheng, Wan, Changjin, Shi, Yi, Wan, Qing

“…In recent years, the rapid increase in the data volume to be processed has led to urgent requirements for highly efficient computing paradigms. Brain-like computing that mimics the way the biological brain processes information has attracted growing interest due to extremely high energy efficiency. …”
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Improved meet-in-the-middle Nostradamus attacks on AES-like hashing by Dong, Xiaoyang, Guo, Jian, Li, Shun, Pham, Phuong, Zhang, Tianyu

“…At ToSC 2023, Zhang et al. proposed the first dedicated Nostradamus attack on AES-like hashing in both classical and quantum settings. …”
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'You do it like this!': bare impersonals as indefinite singular generics by Kirkpatrick, J, Knobe, J

“…Sentences with impersonal pronouns, like You do it like this, seem to make both statistical and prescriptive claims, that a certain way of behaving is common and that it is prescriptively good. …”

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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Three-dimensional flow structures and vorticity control in fish-like swimming by Zhu, Q., Wolfgang, M.J., Yue, D.K.P., Triantafyllou, M.S.

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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

“…With the observed discrete tunability (7.3 mW/FSR) and fine tunability (5 mW/nm) of the WSS, the power requirement for full band tuning can be reduced to 32.7% of that of a single ring tuning.…”
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