Learning to generalize to new tasks/domains with limited data by Peng, Danni

“…To avoid the adverse effects caused by uncontrolled extrapolation, a strategy is carefully designed to generate the sample weights based on gradients and learned towards flatter minima. …”
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System design and development of human-robot interaction control scheme for assistive robotic Arm extender by Yang, Sibo

“…The interactive workspace has been carefully designed to accommodate the range of motion required for Activities of Daily Living (ADLs) tasks by 95\% of the population, thereby ensuring broad usability. …”
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Budget efficient online active learning and its applications by Hao, Shuji

“…And all of the proposed algorithms are carefully evaluated on a large number of large-scale real-world applications and achieved promising results. …”
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Distribution and risk factors of canine heart diseases and survey for owners treatment intention by Noordin, Norhidayah

“…A total of 261 respondents who owned or had experience caring for dogs were recruited to determine their level of awareness and knowledge of canine heart disease. …”
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Dynamics in blue emitting metal halide perovskites for light emitting diodes by Karlsson, Max

“…We first find that compositional heterogeneities, stemming from rapid uncontrolled film growth, both lowers the threshold for further halide segregation as well as serves as centers for non-radiative recombination, resulting in reduced luminescence yield. We show that by carefully moderating the crystallization dynamics it is possible to achieve films with a homogeneous composition, thereby mitigating the negative effects arising from material inhomogeneities. …”
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Efficient techniques for subgraph mining and query processing by Lin, Wenqing

“…We explore the design space of GPU-based subgraph matching algorithms, with careful analysis of several crucial factors that affect the performance of GPU programs. …”
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Synthesis and optical study of lead halide perovskites for opto-electronic applications by Ha, Son Tung

“…In the study of the material optical properties, I have discovered that both 2D and 3D perovskites have super strong phonon-assisted upconversion photoluminescence, a critical condition to achieve laser cooling in semiconductor. By carefully design experiment and sample fabrication, I were able to achieve net laser cooling in the material and substantially extend the toolbox for future application of the field. …”
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Topochemical manipulation of some complex transition metal oxides by Amano Patiño, ME

“…The observed differing reactivity is inconsistent with the crystal structure and composition of the LaSrNiRuO₆ samples, from which all the materials are identical. Careful investigation of the X-ray diffraction data collected from the LaSrNiRuO6 materials revealed that the reactivity of the samples is a consequence of the microstructure. …”

Strategies to modulate Amorphous Oxide Semiconductor properties for low temperature transparent transistors by Kulkarni, Mohit Rameshchandra

“…The prospect of athermal annealing with the inclusion of a reducing oxide layer carefully chosen from the Ellingham diagram used as an overlayer on the semiconducting oxide layer was also explored. …”
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Accelerated discovery of new catalysts for oxygen evolution reaction by Mahmoud G. Ahmed

“…The third metal ion is carefully selected based on its electronic configuration to see whether the electronic configuration of ternary oxide can be regulated for enhanced OER performance. …”
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Towards electrically injected colloidal semiconductor lasers by Thung, Yi Tian

“…Overcoming this requires careful selection of nanocrystals as gain media, a resonant optical cavity supporting low lasing thresholds and high optical gain, and an architecture suitable for high electrical injection currents to achieve population inversion for lasing. …”
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Towards robust sensing and recognition : from statistical learning to transfer learning by Yang, Jianfei

“…Secondly, current domain adaptation methods require careful manual hyper-parameter tuning, which is not realistic for unmanned systems such as smart cars. …”
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Tsewang Norbu NGB by Cantwell, C, Mayer, R

“…Given the recent near destruction of the entire rNying ma'i rgyud 'bum corpus, coupled with the fact that we often find numerous and substantial variants in rNying ma'i rgyud 'bum texts both transmissional (unwitting changes by copyists) and recensional (deliberate changes by editors), all editions are now invaluable sources for any research on this religious tradition, or, indeed, to any efforts to render these texts fully readable once more through careful textual editing. The well-written and attractively presented Rig 'dzin Tshe dbang nor bu edition manuscripts are thus of great significance to the preservation of the whole rNying ma Tantric tradition, and it is our hope that our work in cataloguing them, among other things made with future text-critical concerns in mind, will enable future scholarship in this field to progress.…”