Gradient-based Optimisation of Modulation Effects
Analysis
Key Takeaways
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“The paper theoretically ensures asymptotic error free computation with the minimal codeword length.”
“The paper provides direct experimental evidence of a pseudo-electric field that results in an unusual dynamic strain-induced Hall response.”
“Digital SemCom typically represents semantic information over a finite alphabet through explicit digital modulation, following two main routes: probabilistic modulation and deterministic modulation.”
“OptiVote integrates sign stochastic gradient descent (signSGD) with a majority-vote (MV) aggregation principle and pulse-position modulation (PPM), where each satellite conveys local gradient signs by activating orthogonal PPM time slots.”
“The core of PartMotionEdit is a Part-aware Motion Modulation (PMM) module, which builds upon a predefined five-part body decomposition.”
“The paper presents an activation-steering framework for MDLMs that computes layer-wise steering vectors from a single forward pass using contrastive examples, without simulating the denoising trajectory.”
“The paper constructs standing waves of the NLS equation whose leading-order profile is a modulation of Bloch waves by means of the components of a spinor solving an appropriate cubic nonlinear Dirac (NLD) equation.”
“The paper reports the discovery of five optical variables coincident with the localizations of 4FGL J0821.5-1436, 4FGL J1517.9-5233, 4FGL J1639.3-5146, 4FGL J1748.8-3915, and 4FGL J2056.4+3142.”
“The paper provides clear numerical evidences for anyon excitations with fractional charge and pronounced real-space density modulations, directly supporting the recently proposed anyon density-wave halo picture.”
“The boundary function $B(\vec{x})$ functions as a spectral filter, reshaping the eigenspectrum of the neural network's native kernel.”
“The natural log of Bayes factor for the cosine model compared to the constant value model to be less than 1.15... This shows that there is no evidence for cosine signal from dark matter interactions in the combined ANAIS-112/COSINE-100 data.”
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“The paper demonstrates the impressive performance of both quasi-continuum models in approximating the behavior of DDSWs and RWs.”
“Incorporating cosmic-ray information further improves 48-hour forecast skill by up to 25.84% (from 0.178 to 0.224).”
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“MoFu significantly outperforms existing methods in preserving natural scale, subject fidelity, and overall visual quality.”
“The presence of defects, particularly at smaller twist angles, provides additional control of tunneling behavior, allowing complete suppression of Klein tunneling under certain conditions.”
“Causal-HM achieves a state-of-the-art (SOTA) I-AUROC of 90.7%.”
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“We leverage interpolative decoding, representing each dimension of personality as a pair of opposed prompts and employing an interpolation parameter to simulate behavior along the dimension.”
“The context mentions a study focusing on interfacial charge transfer and electronic structure modulation in ultrathin graphene P3HT hybrid heterostructures.”
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“The study focuses on multi-state electromagnetic phase modulations in NiCo2O4.”
“The article discusses an Elastic Digital-Analog Radio-Over-Fiber (RoF) modulation and demodulation architecture.”
“The article is sourced from ArXiv, indicating a pre-print research paper.”
“The research focuses on "Prompt-Guided Semantic Prototype Modulation" for action recognition.”
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“The research focuses on design trade-offs and practical considerations.”
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“The research is sourced from ArXiv.”
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