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. …”

Entanglement of nitrogen-vacancy-center ensembles with initial squeezing by Pradana, Andri, Chew, Lock Yue

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Spin orbit torques induced magnetization reversal through asymmetric domain wall propagation in Ta/CoFeB/MgO structures by Cao, Jiangwei, Chen, Yifei, Jin, Tianli, Gan, Weiliang, Wang, Ying, Zheng, Yuqiang, Lv, Hua, Cardoso, Susana, Wei, Dan, Lew, Wen Siang

Subjects: “…Spin Orbit Torques…”
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Dynamics of the sub-Ohmic spin-boson model : a comparison of three numerical approaches by Yao, Yao, Duan, Liwei, Lü, Zhiguo, Wu, Chang-Qin, Zhao, Yang

“…Dynamics of the sub-Ohmic spin-boson model is examined using three numerical approaches, namely the Dirac-Frenkel time-dependent variation with the Davydov D1 ansatz, the adaptive time-dependent density matrix renormalization group method within the representation of orthogonal polynomials, and a perturbative approach based on a unitary transformation. …”
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Fabrication of PVDF hollow fiber membranes : effects of low-concentration pluronic and spinning conditions by Loh, Chun Heng, Wang, Rong

“…PVDF hollow fiber membranes with PWP of 1180 L/m2 h MPa and MWCO of 5 kDa were obtained when spun with optimized spinning conditions and using 3 wt% of LiCl and 0.2 wt% of Pluronic as the mixed additive. …”
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Nonlinear metasurface for simultaneous control of spin and orbital angular momentum in second harmonic generation by Li, Guixin, Wu, Lin, Li, King F., Chen, Shumei, Schlickriede, Christian, Xu, Zhengji, Huang, Siya, Li, Wendi, Liu, Yanjun, Pun, Edwin Y. B., Zentgraf, Thomas, Cheah, Kok W., Luo, Yu, Zhang, Shuang

“…The spin and orbital angular momentum (SAM and OAM) of light is providing a new gateway toward high capacity and robust optical communications. …”
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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

“…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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