Miracle-dz/UniFAR-FTUs huggingface dataset:
AtlantaNet: Supplementary Material

In this supplementary material, we include additional visual results integrating those presented in the submitted paper. In the submitted version of the manuscript, we presented an extensive quantitative evaluation of our approach and a comparison with the most recent state-of-the-art methods [7,1,5,6]. Due to page limits, we showed visual results only for a selection of complex scenes, such as rooms bounded by vertical walls that do not form right angles or are curved – i.e., Atlanta World models, which are the main goal of our work. Here, we provide more visual results from the Stanford 2D-3D-S [4] and MatterportLayout [8] datasets. The quantitative evaluation for these datasets is provided in the submitted paper (see Sec. 5.2). Furthermore, as further support for the ablation study presented in Sec.5. 3 of our submission, we present here additional Atlanta World cases using different setups for our method.
We Can Do Better! An Initial Survey Highlighting an Opportunity for More HRI Work on Loneliness

Although research has demonstrated the potential for social robots to positively impact a person's mood and provide comfort, very little research has yet focused on social robots supporting people living with loneliness. Much of the relevant human-robot interaction work focuses on more serious situations such as living with dementia, or on related areas such as stress, anxiety, or depression, and these works generally target the older adult demographic. Loneliness, however, can affect anyone of any health and age. In this paper we present a summary review of the current research on loneliness and social robots, highlighting the gaps in research and the potential opportunity for more work in the area.
When Religion Enters the Counseling Group: Multiculturalism, Group Processes, and Social Justice

Religion is a diversity factor that comprises a significant component of identity for many clients. However, little attention has been paid to religion in the context of group counseling, especially process-oriented, nonthemed groups with heterogeneous membership. Using multicultural, process-oriented, and social justice theories of groups, we demonstrate the myriad ways religion is relevant to and influential in group counseling work. Together, these theories provide a solid justification for the need to ethically and effectively attend to religion in group work. Furthermore, they provide a strong foundation for developing counseling expertise in this area by highlighting typical conflicts, group dynamics, and needs that arise when religion is addressed in groups. Based on our review, we provide practical and ethical implications to assist group leaders in addressing religion in their group counseling work.
Ground State Rotational Lines of Doubly Deuterated Ammonia as Tracers of the Physical Conditions and Chemistry of Cold Interstellar Medium

We report the first detection of the N = 111 → 000 and 110 → 000 ground state rotational lines of o-ND2H at 335.5 and 388.7 GHz, obtained in the Lynds 1689N, Barnard 1, and Lynds 1544 molecular clouds using the Caltech Submillimeter Observatory (CSO). The submillimeter ND2H lines have moderate opacities and simple hyperfine patterns, which allow accurate determination of the excitation temperature, H2 volume density, and molecular column density. Both transitions have high critical densities. The 389 GHz line, in particular, traces molecular material with densities above a few × 106 cm-3. The strong 389 GHz ND2H emission in LDN 1689N implies a high fraction of dense gas in this source, ~30%, as compared to ~15% in B1 and LDN 1544. All these regions are sites of strong molecular depletion and heavy deuteration. Nonaccreting molecules, H and its isotopologues, are difficult to study, but in the sources studied here it appears that ammonia and its isotopologues are not completely frozen out, even in the high density gas. In the well-studied case of LDN 1544, the volume probed by the ND2H emission has densities of ~106-107 cm-3, within the range where the "complete freezeout" has been predicted to occur. The critical density of the 389 GHz ND2H line is close to that of the 309 GHz ND3 line. Observations of these two transitions thus provide an accurate measure of the [ND3]/[ND2H] fractionation ratio in the very dense gas. The [ND3]/[ND2H] ratio in LDN 1689N (~3%) appears lower than the values measured in B1 and LDN 1544 (~7%-10%), indicating that different chemical processes may be at work in these environments. The submillimeter lines of deuteroammonia are relatively strong and detectable from good sites, such as Mauna Kea or Chajnantor. Interferometric observations of these lines with the Submillimeter Array (SMA), and subsequently the Atacama Large Millimeter Array (ALMA), will provide new opportunities to study the physics and chemistry of cold, dense ISM, where most molecules are depleted onto dust grains.
Towards Aspect-level Sentiment Modiﬁcation without Parallel Data

—This work takes the lead to study the aspect-level sentiment modiﬁcation (ALSM) without parallel data. Given a sentence, the task of ALSM needs to reverse the sentiment with respect to the given aspect while preserving other content. The main challenge is reversing the sentiment of the given aspect without affecting the sentiments of other aspects in the sentences. To handle this problem, we propose a joint aspect-level sentiment modiﬁcation (called JASM) model. JASM is a multi-task system, which jointly trains two coupled modules: aspect-speciﬁc sentiment words extraction and aspect-level sentiment transformation. Besides, we propose a novel memory mechanism to learn aspect-aware sentiment representation and a gating mechanism to dynamically select aspect-aware sentiment information or content information for generating the next words. Experiments show that the proposed model substantially outperforms the compared methods in both aspect-level sentiment transformation and content preservation. For applications, we conduct data augmentation for aspect-based sentiment analysis (ABSA) through generating plausible training data with the trained ALSM model. Experiments show that data augmentation with generated data boosts the performance of a broad range of ABSA models.
Adolescent and Young Adult Cancer Survivorship Educational Programming: A Qualitative Evaluation (e3)

Background: Cancer patients and their caregivers want information about their disease and are interested in finding health information online. Despite the abundance of cancer information online, it is often fragmented, its quality is highly variable, and it can be difficult to navigate without expert-level knowledge of the cancer system. The Patient & Family Library at the Princess Margaret Cancer Centre offers a broad collection of high-quality cancer health information and staff are available to help patrons refine their questions and explore information needs that they may not have considered. Objective: The purpose of this research study was to deconstruct patrons’ information-seeking behaviors in the library to assess the feasibility of replicating the services provided in the library through a Web app, extending the service beyond the walls of the cancer centre. The specific aims of this research were to understand (1) how patrons approach information seeking in the library (interface design), (2) how patrons communicate their informational needs (information categorization and metadata requirements), and (3) what resources are provided to address the patrons’ information needs (collection development). Methods: We employed a qualitative, instrumental case study to deconstruct patrons’ health information-seeking behavior. The study population included patients, the librarian, and library volunteers. Ethnographic observation was conducted at the library over 3 days and key informant interviews with library staff were conducted to address the first aim. A closed card-sorting activity JMIR Cancer 2017 | vol. 3 | iss. 1 | e6 | p.2 http://cancer.jmir. org/2017/1/e6/ (page number not for citation purposes) Papadakos et al JMIR CANCER
Sustainability of Biobased and Biodegradable Plastics

Advances in science and technology have resulted in the rapid development of modern society, which is clearly unsustainable because of the strain it places on current resources. The energy and materials needed to sustain the present society are derived primarily from non-renewable fossil resources, which will be depleted at some point. Plastics are one example of an important commodity in the modern lifestyle. While plastics are undoubtedly superior materials in terms of their costs, processability and functional properties, they are currently derived from fossil resources and they are not readily assimilated by the various ecosystems upon disposal. The search for biodegradable plastics that are derived from renewable resources has been ongoing since the 1970s. Two of the most promising biobased plastics, i. e. , polylactic acid and polyhydroxyalkanoates, have received much attention as potential alternatives to existing processes. This article will discuss the current status and sustainability of these two next generation biobased plastics by taking into consideration the raw materials required, as well as the post-consumption effects of these materials on the environment. In addition, important issues surrounding the development and sustainability of biobased and biodegradable plastics will be highlighted.
Marriage intentions, desires, and pathways to later and less marriage in Japan

BACKGROUND Understanding the trend toward later and less marriage is particularly important in low-fertility societies where alternatives to marriage are limited and childbearing outside of marriage remains rare. OBJECTIVE Our goal in this paper is to advance our understanding of the wide variety of explanations offered for later and less marriage in Japan by focusing explicitly on marriage intentions and desires. METHODS Using two sources of nationally representative data, we describe the prevalence of positive, negative, and passive marriage intentions and desires among men and women who have never been married. We also examine socioeconomic differences in intentions, patterns of marriage desires across young adulthood, and relationships between marriage desires and outcomes. By linking three pathways to later and less marriage (rejection of marriage, failure to realize marriage desires, and unplanned drifting into singlehood) to specific theoretical frameworks, we generate indirect insights into explanations for later and less marriage. CONCLUSIONS Although the large majority of unmarried men and women want to marry, less than half of respondents married across nine waves of the Japanese Life Course Panel Survey. Among those who remained unmarried, roughly two-thirds can be classified as ‘drifting’ into singlehood, about 30% as ‘failing to realize marriage desires,’ and no more than 5% as ‘rejecting marriage. ’ CONTRIBUTION By extending the small body of research on marriage intentions and desires, this study provides a framework for thinking broadly about explanations for later and less marriage in Japan and highlights the importance of both failure to realize marriage desires and unplanned drifting into singlehood.
Effect of the Tensioactive Agent SDS on Extender’s Boar Semen Viability after Thawing

Effects of the surfactant Sodium Dodecyl Sulfate (SDS) on the motility and viability of boar semen after thawing were evaluated. For such purpose, semen of twelve adult boars was collected twice a week, the rich portion of this semen was separated and frozen with different concentrations of SDS (0; 2.5; 5; 10; 20 and 40 mM). For freezing the semen was subjected to a cooling curve in an Ice Cube Freezer with a programmed curve as follows: From 5 to -5°C to -6°C/min, from -5 to -80 to -40°C/min in which semen was for 30 minutes. From -80 to -150 semen was cooled at a slope of -60°C/min being then plunged in liquid nitrogen. After collecting, before and after freezing/thawing, semen was evaluated for pH, cell concentration, viability and motility, as well as the percentage of normal sperm cells and agglutination level. Results indicated that before freezing sperm quality obtained from the different boars was always alkaline and very similar among boars. On average, pH was 7.50±0.27 ranging from 7.05 to 7.79 Viability, motility and agglutination level was respectively 62.7±9.9%: 4.8%±0.3 and 9.3%±1.82. After thawing, the best sperm quality was obtained when the semen was frozen with an SDS concentration of 0.2% W/V, in which values of viability reached 30.1% (±3.7). Based on the results one can conclude that SDS can be used to preserve boar semen for long periods, retaining semen quality after thawing.
Controlled generation of Ni nanoparticles in the capping layers of Teflon AF by vapor-phase tandem evaporation

A promising solvent-free route to vapor-phase tandem evaporation is employed to produce nanoclusters of reactive Ni protected between the capping layers of Teflon AF. Independent control over the homogeneously distributed particle size (∼3−10 nm) is demonstrated while increasing the cluster-volume filling from ∼1 to 20% by following codeposition to many-sequential thermal evaporation of the two components. TEM investigations have been applied to characterize the nanocomposites.
CIA_A_283177 83..96

1Institute of Medical Physics, FriedrichAlexander University Erlangen-Nürnberg, Erlangen, Germany; 2Department of Medical and Life Sciences, University of Furtwangen, Schwenningen, Germany; 3Doctoral College, Ulster University, Newtownabbey, Antrim, Northern Ireland, UK; 4University of Bologna, Campus Rimini, Rimini, Italy; 5Center for Osteoporosis and Bone Metabolic Disease, Rizzoli Orthopaedic Institute, Bologna, Italy; 6Physical Medicine and Rehabilitation Unit, IRCCS Rizzoli Orthopaedic Institute, Bologna, Italy; 7Laurea University of Applied Sciences, Espoo, Finland Abstract: The menopausal transition is a critical period in women’s lives. Exercise might be the most promising non-pharmaceutic intervention to address the large variety of risk factors related to the pronounced estradiol decline during periand early-postmenopause. The aim of this study was to determine the effect of an 18-month multipurpose exercise program on risk factors and symptoms related to the menopausal transition. Fifty-four women 1–5 years postmenopause with osteopenia or osteoporosis were randomly assigned 1) to a high impact weight-bearing/high-intensity/velocity resistance training group (EG: n=27) exercising three times a week or 2) to an attendance control group (CG: n=27) that performed low-intensity exercise once a week. Both groups were supplemented with cholecalciferol and calcium. The primary study endpoint was bone mineral density (BMD) at lumbar spine (LS) and total hip, secondary outcomes were lean body mass (LBM), total and abdominal body percentage, metabolic syndrome Z-Score (MetS-Z), menopausal symptoms and muscle strength and power. Due to COVID-19, the study was stopped after 13 months. We observed significant effects for BMD-LS (EG: 0.002±.018 versus CG: −.009±0.018 mg/cm2, p=0.027) but not for BMD total hip (EG: −0.01±.016 versus CG: −.009±0.020 mg/cm2, p=0.129). LBM improved significantly in the EG and decreased in the CG (0.39±1.08 vs −0.37±1.34 kg, p=0.026). Total and abdominal body fat improved significantly in the EG and was maintained in the CG (−1.44±1.49 vs −0.02±1.55 kg, p=0.002 and -1.50±2.33 vs 0.08±2.07 kg, p=0.011). Significant effects in favor of the EG were also determined for menopausal symptoms (p=0.029), hip/leg extension strength (p<0.001) and power (p<0.001). However, changes of the MetS-Z did not differ significantly (p=0.149) between EG and CG. In summary, with minor exceptions, we demonstrated the effectiveness of a multipurpose exercise protocol dedicated to early-postmenopausal women on various risk factors and complaints related to the menopausal transition.
Fabrication of size-controlled Co nanoparticles via mediation of H-adatoms on pyridine-like nitrogen of carbon nitride nanotubes and their superior catalytic performance for hydrogen generation

We report a new route to fabricate size-controlled Co nanoparticles (NPs) on carbon nitride nanotubes (CNNTs). The size of the Co nanoparticles is controlled down to 2 nm. Our density functional theory calculations provide the clue for the formation mechanism of these size-controllable Co NPs in the presence of sodium hypophosphite, water, Co2+ ions and OH− ions on the pyridine-like nitrogen of CNNTs. First, two H-adatoms from water are bonded onto the pyridine-like nitrogen while sodium hypophosphite is bonded with the oxygen of water. Next, the reduction of Co2+ ions occurs via combination with two electrons donated from these two H-adatoms. The Co NPs-CNNT fabricated via this method shows the highest hydrogen generation rate of 19.6 kg h−1 per kg of catalyst from aqueous metal hydride solution. This superior catalytic activity (about 82 times higher than that for the Co powder in the bulk state) is attributed to the increased surface area, as well as the approx. 1.5 times larger number of Co nanoparticle catalysts with about 2 nm sizes formed via mediation of the two H-adatoms bonded to the pyridine-like nitrogen.
Efficacy of different fungicides against Rhizoctonia solani causing sheath blight of rice

Sheath blight, caused by multinucleate Rhizoctonia solani Kuhn (teleomorph: Thanatephorus cucumeris Donk), a ubiquitous pathogen, is an important fungal disease of rice ranking only after blast and often rivaling it. The potential losses due to sheath blight alone in India has been up to 51.3%. In this study an attempt was made to investigate a new combination fungicide Flusilazole 12.5% + Carbendazim 25%SC (Lustre 37.5 SE) was found to be most effective in minimizing the severity of sheath blight with 31.34% and also showed less incidence (4.17%) of sheath blight at 80 DAT. Remaining other fungicides were significantly less effective than Flusilazole 12.5% + Carbendazim 25%SC but at par among themselves. The highest 1000 grain weight was noticed in treatment Kasugamycin 3%SL (35.67 g) followed by Flusilazole 12.5% + Carbendazim 25%SC (34.0 g), Hexaconazole 5%EC (33.67g) and Carbendazim 50%WP +Propiconazole 25% EC (30.00g). However, The highest number of healthy grain per 1000 grain were recorded in the treatment Kasugamycin 3%SL (848 grain/1000 grain) followed by Flusilazole 12.5% + Carbendazim 25%SC (836 grain/1000grain) and Propiconazole 25% EC (825 grain/1000 grain). The lowest average number of chaffy grain per 1000 grain was recorded in the treatment Hexaconazole 5%EC (87 grain/1000 grain) followed by Kasugamycin 3%SL (102 grains/1000grains) and Flusilazole 12.5% + Carbendazim 25%SC (107 grain/1000grain) whereas lowest number of discolored grain per 1000 grain was observed with the treatment, Kasugamycin 3%SL (51 grain/1000 grain) followed by Flusilazole 12.5% + Carbendazim 25%SC (58 grain/ 1000 grain) and Azoxystrobin 23%SC (75 grain/1000 grain) observed with control. Highest plant height with Carboxin 37.5% + Thiram 37.5% WP (66.85 cm), highest number of tillers per m recorded in treatment Hexaconazole 5%EC (217 tillers/m), highest panicle length recorded the treatment Carbendazim 50%WP +Propiconazole 25% EC (27.80 cm) and number of seed per panicle were recorded in treatment Carboxin 37.5% + Thiram 37.5% WP (155 seed/ panicle). Highest biological yield was recorded with the application of Carboxin 37.5% + Thiram 37.5% WP (25.83 kg/plot). Highest grain yield recorded due to application of Azoxystrobin 23% SC (6.50 kg/plot) and straw yield recorded with Carboxin 37.5% + Thiram 37.5% WP (19.33 kg/plot) during both the years. Lowest AUDPC values were exhibited due to application of Flusilazole 12.5% + Carbendazim 25%SC (AUDPC 1523.70) followed byCarbendazim 50%WP +Propiconazole 25% EC (AUDPC of 2355.60) and Mancozeb 63% + Carbendazim 12%WP (AUDPC of 2375.70).
Multitask Learning Strengthens Adversarial Robustness

Theorem 1. (Adversarial Vulnerability of Model for Multiple Correlated Tasks) If the selected output tasks are correlated with each other such that the covariance between the gradient of task i and task j is Cov(ri, rj), and the gradient for each task is i.i. d. with zero mean (because the model is converged), then adversarial vulnerability of the given model is proportional to √ (1 + 2 M ∑M i=1 ∑i−1 j=1 Cov(ri,rj) Cov(ri,ri) ) √ M
The Effect of Trivalent Influenza Vaccines on Immunoglobulin G and Interleukin 4 in Ferret (Mustela putorius furo)

The seasonal influenza virus has infected 5-15% of the human population every year, resulting in 250,000-500,000 deaths worldwide. The seasonal influenza epidemic that occurs every year is caused by thecontinuous evolution of seasonal influenza viruses, which allows them to avoid body immunity due toprevious infection or vaccination, and the ability of these viruses that can be transmitted efficiently fromhuman to human through breathing, direct contact, and through items that have been touched by sufferersof seasonal influenza. Vaccination is the most effective method for controlling the infection of seasonalinfluenza and the most important strategy for pandemic prevention and control. The ideal vaccine mustimprove the humoral and cellular immune response to reduce morbidity and mortality. This study wasconducted to determine the role of trivalent influenza vaccination against the response of ferret antibodiesby testing IgG levels and IL-4 levels. IgG is an antibody formed in response to vaccination, whereas IL-4is a cytokine that stimulates B cells to differentiate into plasma cells and produce antibodies. The methodof this study is an experimental laboratory. Twenty five ferrets separated into 5 group, control, trivalentvaccine dose 3.8 µg, dose 7.5 µg, dose 15 µg, and dose 30 µg. Ferrets were vaccinated with trivalentvaccine, intramuscular, 3 weeks later, that were challenge by H1N1, H3N2 and by influenza H1, H3 dan B(wild subtype) virus. On day 35th serum was taken and examined for IgG and IL-4. The level of IgG andIL-4 was measured by Elisa. We used SPSS 23 for data analysis. From the results of the research conductedenhancement in specific levels of IgG was obtained against H1 and H3 antigen at dose of 3.8 ? g and 7.5 ? g.There is no change in specific levels of IgG against By antigen. There is no change in IL-4 levels. Therefore,we conclude that IgG and IL-4 values can be used as biomarkers in testing influenza vaccines.