D\"aRF: Boosting Radiance Fields from Sparse Inputs with Monocular Depth Adaptation

Neural radiance fields (NeRF) shows powerful performance in novel view synthesis and 3D geometry reconstruction, but it suffers from critical performance degradation when the number of known viewpoints is drastically reduced. Existing works attempt to overcome this problem by employing external priors, but their success is limited to certain types of scenes or datasets. Employing monocular depth estimation (MDE) networks, pretrained on large-scale RGB-D datasets, with powerful generalization capability would be a key to solving this problem: however, using MDE in conjunction with NeRF comes with a new set of challenges due to various ambiguity problems exhibited by monocular depths. In this light, we propose a novel framework, dubbed D\"aRF, that achieves robust NeRF reconstruction with a handful of real-world images by combining the strengths of NeRF and monocular depth estimation through online complementary training. Our framework imposes the MDE network's powerful geometry prior to NeRF representation at both seen and unseen viewpoints to enhance its robustness and coherence. In addition, we overcome the ambiguity problems of monocular depths through patch-wise scale-shift fitting and geometry distillation, which adapts the MDE network to produce depths aligned accurately with NeRF geometry. Experiments show our framework achieves state-of-the-art results both quantitatively and qualitatively, demonstrating consistent and reliable performance in both indoor and outdoor real-world datasets. Project page is available at https://ku-cvlab.github.io/DaRF/.Comment: Project Page: https://ku-cvlab.github.io/DaRF

Funding structures for Build-to-Suit developments in Brazil: advantages and risks

Empreendimentos build-to-suit são aqueles em que o locador desenvolve um imóvel sob medida para o locatário, que o ocupará pelo prazo previsto em contrato. Dadas as peculiaridades desse tipo de contrato no contexto do real estate, o objetivo deste artigo é analisar as diferentes origens de recursos (fontes de funding) e a forma como eles são empregados (estruturas de funding) para desenvolver os empreendimentos, e discutir as vantagens e riscos dessas estruturas de funding do ponto de vista do empreendedor, que também é o locador. De forma a desenvolver este estudo e formatar as estruturas de funding apresentadas, parte-se de uma revisão das\ud práticas atuais do mercado imobiliário brasileiro (através de notícias veiculadas\ud na mídia e de prospectos de negócios realizados), da literatura brasileira sobre o tema e do conhecimento gerado no Grupo de Real Estate da Escola Politécnica da USP. De maneira a verificar a validade legal das soluções, é realizada uma checagem com\ud base na legislação brasileira e nas normas da Comissão de Valores Mobiliários.\ud Considera-se fontes de funding aquelas tratadas (1) como equity: capital próprio do empreendedor, capital de parceiros (e sócios) no empreendimento na forma de dinheiro ou imóveis (notadamente, o terreno onde será construído o empreendimento), ou investimento de Fundo de Investimento Imobiliário (FII); e (2) como dívida: financiamento bancário, securitização dos recebíveis de aluguéis com CRI ou debêntures. As estruturas de funding apresentadas serão combinações dessas fontes. A análise evidencia que estruturas com financiamento por securitização e emissão de CRI são as mais adequadas de forma geral para os negócios, assim como o investimento completo por FII para negócios de maior porte e nos quais o FII é proprietário direto do empreendimento. \ud Palavras-chave: real estate, build-to-suit, locação, funding, project financeBuild-to-suit real estate assets are tailor made developments for the tenant purposes, who occupies and operates the property for the duration agreed. Given the peculiarities of these contracts and the specificities of the property, this article aims at analyzing the sources of capital and how these funds are mixed and structured for the developments. The article discusses the risks and benefits of each of these funding\ud structures assuming the role of developer. In order to do this study and establish the funding structures shown, the research starts with a review of the current practices in Brazilian real estate market (based on press releases and prospects of deals), of local research papers, and will use the knowledge created at the Real Estate Research Group at Escola Politécnica at Universidade de São Paulo. Since it’s necessary to validate\ud the solutions proposed, Brazilian laws and Comissão de Valores Mobiliários (CVM) norms\ud are reviewed. Funding sources considered will be treated as (1) equity: developers own funds, partnership (via capital or real state – mainly land – investment), or Fundo de Investimento Imobiliário (Brazilian investment structure comparable to REITs); or as (2) debt: banks traditional credit lines, securitization of receivables with CRI emissions\ud , and debt bond emissions. The funding structures presented are mixes of these sources. The analysis shows that the structures best suited for this purpose are those with debt by securitization with CRI emissions, along with the complete investment by a FII but only with large emissions and having the FII as the sole owner of the real estate. \ud Keywords: real estate, build-to-suit, rent, funding, project financ

A Prolyl-Isomerase Mediates Dopamine-Dependent Plasticity and Cocaine Motor Sensitization

SummarySynaptic plasticity induced by cocaine and other drugs underlies addiction. Here we elucidate molecular events at synapses that cause this plasticity and the resulting behavioral response to cocaine in mice. In response to D1-dopamine-receptor signaling that is induced by drug administration, the glutamate-receptor protein metabotropic glutamate receptor 5 (mGluR5) is phosphorylated by microtubule-associated protein kinase (MAPK), which we show potentiates Pin1-mediated prolyl-isomerization of mGluR5 in instances where the product of an activity-dependent gene, Homer1a, is present to enable Pin1-mGluR5 interaction. These biochemical events potentiate N-methyl-D-aspartate receptor (NMDAR)-mediated currents that underlie synaptic plasticity and cocaine-evoked motor sensitization as tested in mice with relevant mutations. The findings elucidate how a coincidence of signals from the nucleus and the synapse can render mGluR5 accessible to activation with consequences for drug-induced dopamine responses and point to depotentiation at corticostriatal synapses as a possible therapeutic target for treating addiction

Prevalence of tick-borne encephalitis virus in ticks from southern Korea

The prevalence of tick-borne encephalitis virus (TBEV) in southern Korea was determined by collecting ticks using tick drags. A total of 4,077 of 6,788 ticks collected were pooled (649 pools) according to collection site, species, and developmental stage and assayed for TBEV. The TBEV protein E and NS5 gene fragments were detected using RT-nested PCR in six pools of nymphs collected from Jeju Island (2,491 ticks). The minimum field detection rates for TBEV were 0.17% and 0.14% for Haemaphysalis longicornis and Haemayphysalis flava nymphs, respectively. The 252 bp NS5 and 477 bp protein E gene amplicons were sequenced. Phylogenetic analysis showed that the NS5 and protein E genes of the Jeju strain were clustered with Western subtype (98.0% and 99.4% identity, respectively). The Western subtype of TBEV is endemic in Korea, including Jeju Island. The study of vector and zoonotic host susceptibility to TBEV is required to better understand its potential impact on public health

Effect of shared decision-making education on physicians’ perceptions and practices of end-of-life care in Korea

Background Evidence of the ethical appropriateness and clinical benefits of shared decision-making (SDM) are accumulating. This study aimed to not only identify physicians’ perspectives on SDM, and practices related to end-of-life care in particular, but also to gauge the effect of SDM education on physicians in Korea. Methods A 14-item questionnaire survey using a modified Delphi process was delivered to nephrologists and internal medicine trainees at 17 university hospitals. Results A total of 309 physicians completed the survey. Although respondents reported that 69.9% of their practical decisions were made using SDM, 59.9% reported that it is not being applied appropriately. Only 12.3% of respondents had received education on SDM as part of their training. The main obstacles to appropriate SDM were identified as lack of time (46.0%), educational materials and tools (29.4%), and education on SDM (24.3%). Although only a few respondents had received training on SDM, the proportion of those who thought they were using SDM appropriately in actual practice was high; the proportion of those who chose lack of time and education as factors that hindered the proper application of SDM was low. Conclusion The majority of respondents believed that SDM was not being implemented properly in Korea, despite its use in actual practice. To improve the effectiveness of SDM in the Korean medical system, appropriate training programs and supplemental policies that guarantee sufficient application time are required

Engineered human cardiac tissues for modeling heart diseases

Heart disease is one of the major life-threatening diseases with high mortality and incidence worldwide. Several model systems, such as primary cells and animals, have been used to understand heart diseases and establish appropriate treatments. However, they have limitations in accuracy and reproducibility in recapitulating disease pathophysiology and evaluating drug responses. In recent years, three-dimensional (3D) cardiac tissue models produced using tissue engineering technology and human cells have outperformed conventional models. In particular, the integration of cell reprogramming techniques with bioengineering platforms (e.g., microfluidics, scaffolds, bioprinting, and biophysical stimuli) has facilitated the development of heart-ona- chip, cardiac spheroid/organoid, and engineered heart tissue (EHT) to recapitulate the structural and functional features of the native human heart. These cardiac models have improved heart disease modeling and toxicological evaluation. In this review, we summarize the cell types for the fabrication of cardiac tissue models, introduce diverse 3D human cardiac tissue models, and discuss the strategies to enhance their complexity and maturity. Finally, recent studies in the modeling of various heart diseases are reviewed. [BMB Reports 2023; 56(1): 32-42].11Nsciescopuskc

Differences in Learning Motivation among Bartle’s Player Types and Measures for the Delivery of Sustainable Gameful Experiences

Gamification is one of the methods used for delivering gameful experiences to Generation Z learners. The player-type theory must be reflected to effectively design gamification. This study aims to analyze the differences in learning motivation among different player types and to propose methods that can deliver effective gameful experiences. The study was conducted on 91 university students who were instructed to attend a class that utilized gamification. Based on the results, there were no statistical differences in the motivation among the different player types. Accordingly, constructing environments that can establish gameful experiences, rules, and strategies preferred by each type of player is proposed as an important factor in gamification design