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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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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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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Futurism: performance and performativity of a movement by Scarso, Jacek Ludwig

Subjects: “…700 The arts; fine & decorative arts…”
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Binding of TCR multimers and a TCR-like antibody with distinct fine-specificities is dependent on the surface density of HLA complexes by Low, Jianrong L., Gehring, Adam J., Kranz, David M., Grotenbreg, Gijsbert M., Yau, Yin Hoe, Shochat, Susana Geifman, Bertoletti, Antonio, Naidoo, Anneta, Yeo, Gladys, Ho, Zi Zong

“…In line with this, we report the construction of a soluble tetrameric form of an αβ T cell receptor (TCR) specific for the HBV epitope Env183–191 restricted by HLA-A*02:01, and compare its avidity and fine-specificity with a TCR-like monoclonal antibody generated against the same HLA target. …”
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Quantum spin Hall effect and topological phase transition in InNxBiySb1−x−y/InSb quantum wells by Song, Zhigang, Bose, Sumanta, Fan, Weijun, Zhang, Dao Hua, Zhang, Yan Yang, Li, Shu Shen

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Spin-orbit torque magnetization switching in Co/Pt multilayers for multistate memory and logic devices by Lim, Gerard Joseph

“…It has proven to be a serious contender in emerging memory technology due to its intrinsic non-volatility, low power dissipation, and high speed. The spin degree of freedom further opens opportunities that exploit its ultrafast dynamics and spin transport. …”
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Programmable spin–orbit-torque logic device with integrated bipolar bias field for chirality control by Lim, Gerard Joseph, Chua Daniel, Gan Weiliang, Murapaka Chandrasekhar, Lew Wen Siang

“…While several field-free spin–orbit torque (SOT)-driven logic devices have been proposed, their operation typically requires additional initialization or reset pulses, the exchange-coupled canted spins reduce both anomalous Hall sign-to-noise ratio as well as thermal stability of the ferromagnetic layer, and device-to-device variation in exchange coupling strength is expected. …”
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