Towards robust sensing and recognition : from statistical learning to transfer learning by Yang, Jianfei

“…These algorithms can be further applied to improving the generalization abilities of deep models for WiFi-based sensing and visual sensing including object recognition, object detection, sentiment segmentation and person re-identification.…”
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Geochemical heterogeneity in the Hawaiian plume : constraints from Hawaiian volcanoes and Emperor seamounts by Huang, Shichun

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On the Fourier Coefficients of High-Dimensional Random Geometric Graphs by Bangachev, Kiril, Bresler, Guy

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Complexity of High-Dimensional Identity Testing with Coordinate Conditional Sampling by Blanca, Antonio, Chen, Zongchen, Stefankovic, Daniel, Vigoda, Eric

“…We also prove a computational phase transition: for a well-studied class of -dimensional distributions, specifically sparse antiferromagnetic Ising models over {+1, −1} , we show that in the regime where approximate tensorization of entropy fails, there is no efficient identity testing algorithm unless RP = NP. …”
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Hyperbolic String Field Theory by Firat, Atakan Hilmi

“…The validity of our results in this regime is further confirmed by developing a topology-independent machine learning algorithm characterizing Strebel differentials. …”
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The contemporary age of square stepping exercise on cognitive and cohesion among older adults by Low, Kimmy Yi Ting

“…The Square Stepping Exercise (SSE) serves this purpose as it incorporates the physical and cognitive exercise regime. Based on previous studies, SSE appears to be successful in deterring older adults from cognitive deterioration. …”
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Immersion two-phase liquid cooling of data cards by Lioewanta, Sebastian Markus

“…It is postulated that the high temperatures yielded are due to high wall superheat values and a lack of microcavities to initiate the nucleate boiling regime. The addition of a heat sink during immersion cooling vastly reduced temperature levels due to the increase in surface area in contact with the liquid. …”
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Laminar flow heat transfer enhancement in multy-start spirally corrugated tubes by Zaid Sattar Kareem

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Competition law and economic inequality by Zac, A

“…However, the specific ways and mechanisms through which a competition law regime might interact with economic inequality remain largely unexplored from an empirical perspective. …”

At the frontiers between penal and psy discourses: judicial constructions of the mentally dis/ordered defendant in Hong Kong sentencing judgments by Chiu, TCU

“…While existing literature on the compulsory mental health regime in Hong Kong has found judges to defer, with little critical scrutiny, to medical professional opinion in finding mental incapacity and disorder, this thesis is the first to explore whether this judicial reliance on the clinical gaze extends to decision-making about sentencing in criminal law.…”

Human nature, after all: affective realism in Russian foreign policy by Edinger, H

“…References to security threats, for example, could be indicative of more deeply felt ontological anxieties or officials’ visceral fear over regime stability and their personal safety. Understanding affective dynamics, and the action tendencies they promote, can improve explanations of foreign policy in the Russian case and potentially others.…”

Autoimmune encephalitis by Irani, SR

“…The clinical-serologic picture guides the immunotherapy regime and offers valuable prognostic information. …”

Laboratory study of the enhanced wave-induced drift of large rectangular floating objects by Xiao, Q, McAllister, ML, Adcock, TAA, van den Bremer, T

“…Small and large objects exhibited fundamentally different drift behaviour at high compared to low wave steepness, with a regime shift observed at a certain size and wave steepness. …”

Amino Acid Composition of Developing Larval Freshwater Prawn Macrobrachium rosenbergii by Roustaian, Paymon, Kamarudin, Mohd Salleh, Omar, Hishamuddin, Saad, Che Roos, Ahmad, Mansor

“…The larvae obtained from several females were stocked into three 250-L tanks at a density of 30 larvae/L. The feeding regime consisted of newly hatched Anemia nauplii and egg custard containing 5% cod liver oil. …”
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Multiscale dynamics of charging and plating in graphite electrodes coupling operando microscopy and phase-field modelling by Lu, Xuekun, Lagnoni, Marco, Bertei, Antonio, Das, Supratim, Owen, Rhodri E, Li, Qi, O’Regan, Kieran, Wade, Aaron, Finegan, Donal P, Kendrick, Emma, Bazant, Martin Z, Brett, Dan JL, Shearing, Paul R

“…These physics-based insights into the distinct SOC-dependent relaxation efficiency provide new perspective towards developing advanced fast charge protocols to suppress plating and shorten the constant voltage regime.…”
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Overdamped Brownian dynamics in piecewise-defined energy landscapes by Gray, Thomas H., Yong, Ee Hou

“…Two aspects of the subdiffusive regime are studied: the growth of the mean squared displacement with time and the distribution of mean first-passage times. …”
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Transient prediction of nanoparticle-laden droplet drying patterns through dynamic mode decomposition by Tanis-Kanbur, Melike Begum, Kumtepeli, Volkan, Kanbur, Baris Burak, Ren, Junheng, Duan, Fei

“…Moreover, the proposed machine learning algorithm can recognize the volume of the droplet liquid and the transition of the drying regime from one to another according to the predicted contact line and the droplet height.…”
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Optimization Algorithms for Multi-species Spherical Spin Glasses by Huang, Brice, Sellke, Mark

“…Namely, in an <jats:italic>r</jats:italic>-species model we construct <jats:inline-formula><jats:alternatives><jats:tex-math>$$2^r$$</jats:tex-math><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:msup> <mml:mn>2</mml:mn> <mml:mi>r</mml:mi> </mml:msup> </mml:math></jats:alternatives></jats:inline-formula> approximate critical points when the external field is stronger than a “topological trivialization" phase boundary, and exponentially many such points in the complementary regime. We also compute the local behavior of the Hamiltonian around each. …”
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Unified quantum theory of electrochemical kinetics by coupled ion–electron transfer by Bazant, Martin Z.

“…In the limit of large ion transfer energies, the theory predicts Butler–Volmer kinetics of “ion-coupled electron transfer” (ICET), where the charge transfer coefficient and exchange current are connected to microscopic properties of the electrode/electrolyte interface. In the ICET regime, the reductive and oxidative branches of Tafel’s law are predicted to hold over a wide range of overpotentials, bounded by the ion-transfer energies for oxidation and reduction, respectively. …”
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A Nearly Quadratic Improvement for Memory Reallocation by Farach-Colton, Martin, Kuszmaul, William, Sheffield, Nathan S., Westover, Alek

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