Deep learning speech enhancement in satellite radio communication by Low, Yuki Yu Jun

“…Wave-U-Net repeatedly resamples feature maps to calculate and integrate features at different time scales [1]. …”
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Matriptase activation of Gq drives epithelial disruption and inflammation via RSK and DUOX by Ma, Jiajia, Scott, Claire A., Ho, Ying Na, Mahabaleshwar, Harsha, Marsay, Katherine S., Zhang, Changqing, Teow, Christopher K. J., Ng, Ser Sue, Zhang, Weibin, Tergaonkar, Vinay, Partridge, Lynda J., Roy, Sudipto, Amaya, Enrique, Carney, Tom J.

“…Finally, we identify RSK kinases as MAPK targets disrupting adherens junctions in hai1a mutants. Our work maps novel signalling cascades mediating the potent effects of Matriptase on epithelia, with implications for tissue damage response and carcinoma progression.…”
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Road-network-based rapid geolocalization by Li, Yongfei, Yang, Dongfang, Wang, Shicheng, He, Hao, Hu, Jiaxing, Liu, Huaping

“…We match roads in the onboard images to the reference road vector map, and realize successful localization over areas as large as a whole city. …”
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Annual dilated convolution neural network for newbuilding ship prices forecasting by Gao, Ruobin, Liu, Jiahui, Bai, Xiwen, Yuen, Kum Fai

“…Finally, the convoluted features are fed into a linear layer which maps the features to future values. The annual dilated convolution filter owns a vision across one year and integrates all variables’ temporal information. …”
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Person re-identification via pose-aware multi-semantic learning by Luo, Xiangzhong, Duong, Luan H. K., Liu, Weichen

“…First, taking into account multiple semantics, we propose Multi-semantic Fusion Network (MFN) as the backbone, employing several shortcuts to reserve bypass feature maps for subsequent fusion. Second, to learn a pose-sensitive embedding, pose-aware clues are considered, forming the complete PMFN and investigating the well-aligned global and local body regions. …”
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Prehistoric human migration between Sundaland and South Asia was driven by sea-level rise by Kim, Hie Lim, Li, Tanghua, Kalsi, Namrata, Nguyen, Hung Tran The, Shaw, Timothy Adam, Ang, Khai C., Cheng, Keith C., Ratan, Aakrosh, Peltier, W. Richard, Samanta, Dhrubajyoti, Pratapneni, Mahesh, Schuster, Stephan Christoph, Horton, Benjamin Peter

“…Here, we create a paleogeographic map, focusing on sea-level changes during the period spanning the LGM to the present-day and infer the human population history in Southeast and South Asia using 763 high-coverage whole-genome sequencing datasets from 59 ethnic groups. …”
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Half-body portrait relighting with overcomplete lighting representation by Song, Guoxian, Cham, Tat-Jen, Cai, Jianfei, Zheng, Jianmin

“…Rather than following classical inverse rendering methodology that involves estimating normals, albedo and environment maps, we implicitly encode the subject and lighting in a latent space, and use these latent codes to generate relighted images by neural rendering. …”
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Deep transcriptome profiling reveals limited conservation of A-to-I RNA editing in Xenopus by Nguyen, Tram Anh, Heng, Joel Jia Wei, Ng, Yan Ting, Sun, Rui, Fisher, Shira, Oguz, Gokce, Kaewsapsak, Pornchai, Xue, Shifeng, Reversade, Bruno, Ramasamy, Adaikalavan, Eisenberg, Eli, Tan, Meng How

“…Results: Here, we identify millions of editing events in Xenopus with high accuracy and systematically map the editome across developmental stages, adult organs, and species. …”
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Invisibility Dips of Near-Field Energy Transport in a Spoof Plasmonic Metadimer by Gao, Fei, Gao, Zhen, Luo, Yu, Zhang, Baile

“…The underlying mode interference mechanism is further demonstrated by directly imaging the field maps of interfered waves that are tightly localized around the resonators. …”
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Theoretical investigation of injection-locked high modulation bandwidth quantum cascade lasers by Meng, Bo, Wang, Qi Jie

“…An important characteristic of injection-locked QCLs is the nonexistence of unstable locking region in the locking map, in contrast to their diode laser counterparts. …”
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Identification of RAPD markers closely linked to the mlo-locus in barley by Manninen, O.M., Turpeinen, T., Nissilä, E.

“…Several resistance genes have been tagged or mapped with molecular markers. The mlo gene confers durable resistance towards all known isolates of the pathogen. …”
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Efficient 3D reconstruction through enhanced PatchMatch techniques for accelerated point cloud generation by Feng, Wenwen, Ali, Siti Khadijah, Rahmat, Rahmita Wirza O. K.

“…This method enhances the image-based MVS 3D reconstruction of urban buildings by improving the similarity matching method between pixel blocks, adopting a sparse matching strategy, and generating depth maps at intervals. The resulting 3D models are of high quality and can be generated rapidly, as demonstrated by tests using multi-angle aerial image sets captured by UAVs. …”
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From screen to scene: exploring factors influencing flow state and actual destination visitation tendencies in short travel videos by Chong, Sin-Er, Lim, Xin-Jean, Cheah, Jun-Hwa, Tee, Keng Kok

“…We employed a dual analytical approach: PLS-SEM to map relationships between core concepts, and NCA to identify critical factors for maximising outcomes. …”

Bayesian quantum noise spectroscopy by Koh, Zhi Yang

“…We can also obtain the frequentist results by taking the maximum a posteriori probability (MAP) estimates of the Bayesian results. We end by showing how Bayesian inference can be used to compare two models used to describe the same physical phenomenon.…”
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Plastome assembly and phylogenomics of Annonaceae subfamily Malmeoideae by Neo, Wei Ling

“…A literature survey summarizing observations of pollinators, flower sexuality and pollen dispersal units of Malmeoideae species is presented, the results are mapped on the plastome phylogeny, and the character distribution in the subfamily is discussed.…”
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Towards robust monocular depth estimation in the wild by Zheng, Zhenkai

“…This research project aims to create a robust monocular depth estimation model that is capable of predicting accurate relative depth maps in the wild. The project will highlight the significance of the training dataset used during supervised model training by comparing models trained with our new mixed dataset in the wild with a common open-source dataset such as NYU. …”
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Deep learning method for driver identification using vehicle sensor data by Chen, Youzhen

“…The idea of the model is to map the temporal inputs into a 62-dimensional embedding space, and use the trained driver embeddings as inputs to the classifier to do prediction. …”
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RISC-V processor FPGA implementation by Tey, Jing Kai

“…A basic loader firmware in C was also developed to provide the capability to load custom user programs and provide software access to the mapped devices. The complete implementation of RV32I on Nexys A7 FPGA board offers valuable insight into computer architectures, integrating different knowledge across the years into a comprehensive understanding.…”
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Screening for interaction domain in vault nanocapsules by Vania, Maya

“…From the electron difference map, mINT is hypothesized to associate at the N-terminal MVP at domain 2-5. …”
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Energy portal for HVAC applications via smart phones by Hongamornsin, Supphavit

“…Additionally, the result would then be collected and visualized as a thermal map to provide a tool for an automated localized cooling in the future. …”
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