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One way in which they often come close is when they discuss repeated
measures. See for example {{cite:52cb4f9c1e34e6868439905c92fb0f25af53db2f}},
{{cite:2f8c3d1ea245e1363a8fa43371db0fb9fd22541b}}, or {{cite:15432379e2531430763e3be37ee776bd327f67ce}},
{{cite:82ffd86ed9695a2d7a0f2bf2cc36893482744a99}}, and {{cite:e3dbb29... | d | 4be8f4b42b28a5d6c1e6a7d2620eefbf |
The notation and terminology in this paper are standard in variational analysis and generalized differentiation; see, e.g., {{cite:227de480d6a7d26d8e4a27bdf89ea4d7cbe0e37e}}, {{cite:560f23b9ff377ff4a36c010b1fa1ac2229d9b2a4}}. For the reader's convenience and notational unification we use as a rule small Greek letters t... | d | 1d0c6dff452554e712d2657a40ee57b5 |
By {{cite:110f25432a84ce444bab291e2148bf79c052eb03}} Corollary 5.23, the stability of optimal transport maps implies that {{formula:450dbecb-e1a8-410b-8c70-c78afebe34a8}} is continuous; thus, we find that {{formula:4dbfd467-5674-4320-a069-20060c8320b8}} is precompact if {{formula:eb0b420e-5cb1-46e5-9ef3-c48b02d4569f}... | r | 9bb7f56121add2b9472847acadbd3df3 |
The magnetic properties of systems with itinerant electrons have been studied extensively and partly understood through the Hubbard model and the self-consistent renormalization (SCR)
theory of spin fluctuations{{cite:b005c7fa856d355fa41ebdb60602c1bd69a4a9b1}}. The SCR theory excellently captures the dynamics of spin f... | i | ab10c6f8e11ae670ba3620ae5ff2c255 |
It is likely that for many PQCs, further optimization would improve the circuit training. However, fully saturating the bound on the MSE value is hindered by poor fitting of the y-values close to {{formula:e69da71e-88e0-44be-9564-56467fc6f2ad}} . Improving the fit near these values can be achieved by incorporating post... | d | b0517d2b12962e2040b054369124a845 |
Under a correlated forcing in time, a numerical scheme for deterministic differential equations must be employed to obtain {{formula:1632615e-e0b1-4b86-afd7-62c760c6a978}} , since the external force is now continuous in time and space. For this reason, we generate the forcing with a numerical scheme for stochastic diff... | r | 9a13bf0b04c8b69fe565720493207836 |
with {{formula:3a98384f-ed05-491c-960a-93861ba7ffcd}} {{cite:5836c32bfde2fde804c8868c2209d6ae809e925b}}, {{cite:f9852ac9a446f5ff2a5eb863da4b2589899cc35e}}, {{cite:96b334c6c2317778cc258b843a746dcb177e9575}}. By tuning the parameters such that {{formula:b1241280-c0c9-4501-92ed-80101c3f6a51}} , the propagator {{formula:8... | m | a83a12592151f3c82df56dfc07b72a5c |
Using the relativistic distribution function, we have derived a new form of the general relativistic virial relation for a spherical structure within an expanding universe based on an exact solution of Einstein equations without any ad hoc assumptions. The results are written in the familiar form known from Newtonian g... | d | f6970f1830a17a6d9e776fddfc3b462e |
Given the above, as long as the noise in not low enough to allow for error correction {{cite:41d3437708c73e8f8eb5be76a73b217f4e7e3029}}, {{cite:8d737528dae0e83c50b729202a9bbc05e33718e6}}, {{cite:60136c85869338ec8f0a7888f2e3ff4e878095d0}}, to ensure that most of the output qubits have more signal than noise, we need the... | d | b6d8693abc5346c6ee6ac083e1efdecc |
it follows that the {{formula:9ff8c982-f424-488b-931d-3a476e2f9098}} -th Hecke eigenvalue of {{formula:6cdf852c-ec76-4b0e-8cf1-3ba44ea8475a}} is {{formula:202e5307-c3ec-45a5-a982-12f7ef94464c}} , where {{formula:b3c8f1f5-a005-4d04-8be1-3d066135a128}} is the Hecke operator on {{formula:58fdbc94-0e26-47e6-bf1a-93a60ffd... | r | 388b8d1ecfb524a6fc0eedb2daea9497 |
Several experiments were next conducted to evaluate the effectiveness of REFINEment in the presence of domain gap. Table REF gives reconstruction accuracy for RerenderedShapeNet reconstructions, before and after REFINEment, of ShapeNet pretrained networks. Three methods representative of different reconstruction strat... | r | 5e6d3824755b10d0a1867ce158e17c12 |
if {{formula:f4e7dd27-b5f8-4e56-8bdb-4c173d7f6860}} , and it is {{formula:4e98ea84-c036-4305-b1b8-a8ee55c95ace}} otherwise.
This refinement of the moments accountant has been already proposed in {{cite:475ddb9ae45e4ef0d4ade64a80af4737e5aa51e7}} using a fundamentally different approach (see also {{cite:5e8928f995f26c91... | m | 03de8b7c128ea926d9c79a9d6a520d5b |
Autoencoder based capsule structure by Hinton et al. {{cite:cae2c8e76766645c0a74cb1e1a4aa910a4456f63}} required to give information about the augmentation in image. In the work of Sabour et al. {{cite:13bf4a6bc096bd072cfccff058c2193b6ed6c6ae}}, this problem appears to have been solved by using the margin loss and maski... | d | c71387a60155f3b8ff1f3892c7dc4866 |
In a similar vein, {{cite:484b7d2d9c55e83652e6652220742232ac9f07e7}}, {{cite:127d449fafade48951f284592ae3619e48fc9df9}} consider the multi-type variant of the classic housing market {{cite:67ec2b3db1053ec907440de439196bbf1d717b21}}, first proposed by {{cite:a44250dcef1b25287810f493f7d14818febf3248}}, and {{cite:fd2425... | d | 659f7cd7149c277fe3dab49fff1cdf97 |
We consider the following setting: Let {{formula:55b86683-b1a1-47f8-bbbe-cc24dddf9086}} be a {{formula:496f369f-d29e-4c7f-ab1c-b39f1162f260}} -finite measure space and let {{formula:9c419a15-4a81-4371-8e01-e0dc9cdb496b}} be a self-adjoint (possibly unbounded) operator on {{formula:e34dd088-51f9-448d-bab2-a50137e4635f... | r | d94518748012fa92956cdbadb64d4461 |
We can also estimate an angular correlation length for the EM using the same method as {{cite:ddbf8e427af559d47b8d50760e4dec47d2b89539}}. {{cite:ddbf8e427af559d47b8d50760e4dec47d2b89539}} used a model for the CGM distribution and calculated the autocorrelation using the EM difference from that model. We instead compare... | d | fd98d9f85274f102d4b0b9fa74dd8e8f |
Equations (REF ) and (REF ) are solved using a
pseudo-spectral method in a periodic domain of size {{formula:dd60b78f-c516-4414-8a71-c266ffe8cb5c}} with {{formula:fefe5ac6-eabe-487e-95d7-749e4a853694}} grid points. The aspect ratio of the physical domain containing the plasma is {{formula:07987202-eff1-4339-8016-1877... | m | 843c1ae5f68a0fb434c81b65d37ac39a |
Face attribute pairs: We generate the positive and negative pairs for face attribute editing by augmenting the negative source image with the attribute of interest from a source image. Fig. REF shows examples for all the attribute edits. For attributes such as hat, glasses, bald, bangs, beard, and eye-close, we use t... | m | ca48b1e32a21e570a03ed9d6abe6484a |
Future work includes studying the effect of {{formula:ad717766-ed4f-4348-bd0f-7e3c19af7d93}} considering the trade-off between the performance and the sampling complexity. The naive idea is to increase {{formula:f8f8daae-a7b8-4a3e-a871-a276bf57c0bb}} for adjustment of the variance that affects the sampling complexity... | d | 58dcc575eb0f09a390aef4300826ac45 |
Figure REF (a) shows the average out-of-sample error {{formula:adfb019a-ff0a-4b79-bb68-d6961c95e031}} (cf. (REF )) for various choices of the size {{formula:971e1ff6-cabc-4f1f-bcea-bea02124f8b2}} of the reduced-order basis {{formula:989d9ebb-7a03-4c8d-b3ad-b187f6e86c84}} and for three different tolerances {{formula:... | r | f4c168cf59abce035ea15ead57261f59 |
to weight features. A more informal but maybe more intuitive definition of mutual information is that
MI measures the information of {{formula:7b355d04-f45d-4690-a349-e2497c9c492f}} that is also in {{formula:06da9e33-60b0-4e29-88eb-eda0c83cfddb}} . If the features are independent no information
is shared so mutual in... | m | 2ab1878f711bbd1044be46a249a2d6c1 |
We find that the proposed method trained with shape induction obtains both the highest classification accuracy and the best recall of TB examples. On the other hand, we find that the cycleGAN {{cite:2d584f92f76dc86395010de9d93fc11750126cbf}} CT offers less prediction value, with lower classification scores and lower TB... | r | ced0315242f6771b42546fe9c3b4170c |
Further development of search technologies requires ever-increasing computational resources. Recent advances were achieved with cloud-based tensor processor unit pods with the power of over 100 petaflops and specialised chips designed to accelerate the training of neural networks. Albeit enough computing resources may ... | i | fb00046de1226da7b310bc5ead230f61 |
In recent years, considerable interest has been focused on the subject of higher curvature gravity theories, much of which has been motivated through the attempts to provide a quantum description for gravitational interaction. Indeed, the quest for unifying the principles of quantum mechanics with gravitation has a lon... | i | 67ca35d577b64be22a5dfcdba0ff58dd |
Data transformation. For fair comparison, we use the stochastic data transformation proposed by Chen {{cite:96e391f7fbe6f337ac638766e12ebdba54e88137}} for all methods. In the case of grayscale images, we only use the random cropping augmentation. For EBCLR, we also add small Gaussian noise {{formula:184fdc27-1451-4a77-... | m | 209f7f116541265b1f92cd571bd9165b |
We introduce a novel milestone-based task tracker (M-Track) for vision-and-language navigation (VLN) and show that explicit milestone detection and checking significantly benefits long-horizon VLN tasks such as those in ALFRED {{cite:48a3d2578b948887f58811e264cf569337a32bd4}}. Our empirical results show the effectivene... | d | 7d9e92481bde3b07ed3fe6a1bcca188a |
We carried out the FCI and CCSD calculations using PySCF {{cite:80ee819100946542e8da39fce6f174818ba4e5a2}}, while the UCCSD computations were performed using the OpenFermion-PySCF {{cite:703fd34785c198bbfadffc84119965569f72bf73}} program. The one-body and two-body integrals, as can be seen from Eq. (REF ), are the main... | m | cc439c058d8904b9630454439ff0c1fd |
Works particularly focus on the spectral energy of MHD flows started to emerge by the mid of the 20th century.
From the earliest of such works
the works of
Kraichnan {{cite:4b5119f58b5d3c6d6987b01a5836794ab2aac009}}, {{cite:c6cee68cd57b0478a69f4a99c743812e6f899453}} and Iroshnikov {{cite:88b822aca51e8d14ffc47cc5995eb9f... | i | f7b2cecc478d53b4693aad13df5999fb |
While we were finishing this paper, Cueca and Mehta {{cite:2440c641b743a3ac8ef14801884e5bbb2f265988}} established
an isomorphism between the sheaf of functions on a graded symplectic manifold of degree 2 and the Keller-Waldmann algebra {{cite:121365d9a81aa97475ecc1d2cb1f1bed57055d20}} of cochains on a vector bundle {{f... | i | 7faacfddd71cc38ee3049cfc0cce02c5 |
ii) Joint training. We can train a new task jointly with the previous and new training data. This method can achieve good performance. While as the number of translation tasks grows, storing and retraining on all training data becomes infeasible and cumbersome {{cite:c3125cdddab82e49cf7ed866bb538d3ad1c2d532}}. More ser... | i | 4ed996223d0c6ef0d8da86734e761316 |
Previous work has explored these features of genetic regulatory circuits, and much of it has become textbook material {{cite:33c6e05941992e53b8622c71e739cdb077d2d1df}}. In particular, simple autoregulatory circuit mechanisms are well-understood, as is one-dimensional Kramers escape from metastable states, both for case... | i | 445f08b10eff2a57681d93edc76d4580 |
SC has been considered in the special setting where {{formula:8cc34d45-3716-4f71-a466-9d86a6477437}} is also assumed to be
monotone {{cite:d002e42c91c5cdb478083203fdff940e9a34e2d6}},
but to the best of our knowledge has never been considered in the
non-monotone setting. The topic of this paper is therefore to consider... | i | 632d9ccd74dd6f4bfeef384fd44cc39b |
We assume
the expansion center of the SNR is at rest with respect to the LSR,
and so give it the median proper motion
of the stars when we compute the distance of stars from
the explosion center as a function of time. While certainly wrong at some level,
it is a better assumption than keeping it at rest in the
Gaia fra... | r | 5614e060c8c6f70dacce59f22db5690e |
The analysis of neural bandits has been enabled through the theory of neural tangent (NT) kernel {{cite:26cf969ef51cf5fcc518baf74d6fc8fba8a8f65c}} which approximates an overparameterized neural net with the kernel corresponding to its infinite width, and the bounds on the approximation error (e.g., see, {{cite:7fc8760... | r | fe2c81f43cd3652209ff6e73504cb936 |
Previous works demonstrated vulnerability of DNNs when the input is either an image {{cite:d4a92cb39b61075b7093c628f5c6da6cb4e3ad95}}, {{cite:7baa61b0d82776b9575f8005f7ea161c2c7918f5}} or a point cloud {{cite:c0a6606631255e1643fd2c12637e06b38d01055d}}, {{cite:757f43e85657267e7dce0cc7b9391fcacd51589f}}. Most point cloud... | i | a655c3ad7ea15761475d8d93cb889d74 |
This research proposes an object detection model based on the YOLO v3 classifier for Smart Surveillance System (3s). Yolo v3 was utilized for this research because of its superior speed compared to other stable versions following recent updates. Compared with some newer versions {{cite:d9712015f7229106e29c9331606855049... | m | 009637ce08c679295df05a6e0b1db0c1 |
Relativistic fluid dynamics has been proved to be a successful theory for ultra-relativistic heavy-ion collisions {{cite:fbfdb24849b824167088beba9a5bc2d8f200346a}}, {{cite:2dcafc79ab1aa0d1f8d17aab64715567690ec34b}}, {{cite:a2a9b92296abc1bc5db2fd7b394accdde8f753b8}}, {{cite:8fc765fe9eddc0cc126b01f2981124612324bf85}}. Sp... | i | 1993284e2a3e38f6aed070bfbca6cdf7 |
This leads us to a conclusion, that we have detected a dark remnant candidate.
Based on the masses we obtained the lens could be a candidate white dwarf, neutron star or a black hole.
If the hypothesis of the dark remnant is correct, the mass of the object along with uncertainties lands within the mass-gap {{cite:82c28... | d | fa8ba5e4c092856534364e6bdc7b2978 |
[noitemsep,topsep=0pt]
(i)
Neutrino oscillations: Two-dimensional NH and IH {{formula:b74dd2f2-6d4a-408c-983a-b158931daf8a}} tables for {{formula:6c9ea194-f359-4703-a21d-5a4aaa46676c}} and {{formula:c5f32e08-5348-44ac-abcf-9808512ee9a2}} from NuFit 4.1 {{cite:6749e165d35e7fbde82f0fa3f30d491d1b72e87e}}. These come fr... | m | 0935c19a55ab6c2610acfec4dcaf6218 |
There are several disadvantages of spectrogram based MSS methods. First, spectrogram based MSS systems only predict the spectrogram {{formula:3910df63-8040-441a-911d-39009ec1a566}} of sources, but do not estimate the phases of separated sources. Therefore, the performance of those MSS systems are limited. Recently, se... | m | a6a21ea6bfb74dfc42ae6776473c30f5 |
In order to assess the performances of our system, we report the standard as well as the BCubedUnlike the classic version, the BCubed version of precision, recall and F1 score favors solutions that (i) make errors in clusters with already many errors (ii) make errors in a large clusters rather than in small ones. {{cit... | r | e846c4fc469cc12b0d0a7db1b288c5ad |
where {{formula:19c0ac3d-78fe-492c-9ef1-5fcba67a56ae}} is the `grey-body coefficient'. Notice that {{formula:5941da1f-4cad-43c4-996b-1677743b88b6}} is the reversible limit, when only an infinitesimal amount of radiation escapes, while {{formula:e2d2ce7f-14d7-4949-9157-f4b67c95d23d}} is the case with a trivial grey-b... | i | 8eb6f897abe16b533d7173fd12dd242f |
A first-principles band-structure calculation for 3-ML-thick Fe on Au(111) was carried out by adjusting the lattice constant to Au. At the initial growth stage of Fe on Au(111), this assumption is plausible through the proximity in the ultrathin layer case before the lattice relaxation to stabilize the bulk bcc structu... | r | 76261d851af38038285e645a15e5893e |
As shown in Table REF , our method outperforms all the other methods under most metrics.
Particularly, our method improves the F-score by more than {{formula:47bf1983-4901-4abb-8aaf-8b36cc4322e5}} , while advances CD a large step.
Surprisingly, our method even outperforms PU-Net in NUC, although it is not trained with ... | m | 4a58e8138a9573adeb0cdf5be059950e |
As mentioned above, the proposal of our analysis is to study the
vanishing viscosity limit for the compressible Navier-Stokes system
with density dependent viscosity. The strategy adopted in order to
prove the convergence relies to the issue of weak-strong uniqueness by
using relative energy estimates. In particular, w... | i | bff3b5fcddbb5ee9ca0b8a73e2e0e8e5 |
A wide range of estimators based on convex relaxations, spectral methods, and non-convex approaches have been proposed for specific instances of GLMs, such as sparse linear regression {{cite:3ea37714e83e6eb5bbc00c1b3eb4339c23349caf}}, {{cite:d7c091c2a08e1c5e4d131c67edbeaaae5bc9d0e4}}, {{cite:66a8ccdfb915325d9d9081e21e0... | i | 14aaffff2d5c610048b7841e22e48e39 |
We have described methods for valid inference two common downstream targets of
inference: the label prevalence {{formula:0fdbde7f-7d44-4bd1-9a1c-e99ec22e5db5}} and class-conditional feature means {{formula:074a899b-89f1-4fc1-a460-43fafeef632b}} .
Inspired by our motivating example from TIRF microscopy, we focus on the... | d | 34797848e72f3ae168f3892c04b2023c |
Although the average length of Line of Code (LoC) is 47 in all PyTorrent packages, we investigate it with more precision on a portion of the PyTorrent dataset for 66,528 sample raw Python scripts. The sample data includes 9,951,811 LoC, and the average number of LoC in each script includes 149. In this sample dataset, ... | m | 70eb89e06c951e73d10158aa7104ad75 |
We also note that the operator size distribution is a more refined description of the time-evolved operators than the averaged OTOC that we have presented here. It remains a question as to how and when the size distribution discussed here compares with the usual notion of the operator size {{cite:d82b91ad95f9316e66da19... | d | 62cdca8091aa6b35de817171fe2cc0da |
Benefits of CAPD: A CAPD points out the most likely class. If a semantic space embedding vector of a class and the CAPD of the image lies close to each other, there is a strong confidence for that class. One important contribution of this paper is the derivation of the CAPD for each unseen class. Conventional ZSL appro... | d | 37d2facf65f2140431cca04a803c7d48 |
Cross-modal/multi-modal pre-training methods have been proposed: OpenL3{{cite:a51f0983d9ec4c148853b9eecb0423b0e35ba5df}} was pre-trained by using audio-visual correspondence as training signal. Wang et al. {{cite:9e366ee68fb34d1e617b2f6d5d566df2a33b46e0}} was pre-trained by using correspondence between video, spectrogr... | m | b52194e21b797a82d9e96552ae14f753 |
The Evaluation of Data Augmentation Methods. The quantity and diversity of training data are of great importance to model's generalization ability. However, since there is no unified metrics, how to evaluate the synthesized image quality is an open problem {{cite:9403f58574f626ec86393ec03cb2867e11dea39e}}. At this stag... | d | 2c09494b4a863275ee4287b466e4d810 |
The first attempt to classify all the multi-affine partial difference equations defined on the quad graph and possessing CAC was carried out
in {{cite:be993bfad5357685a12da3fb81bfe2a2086db431}}. There the equation on the quad graph was treated as a geometric object not embedded in any {{formula:8eb9e437-25f0-4307-a09d-... | i | c650730fdbdc72079e5414f83c794fc2 |
where {{formula:b00ef2d5-a545-4ae1-9f8b-ad7074b37cb0}} and {{formula:f1ee8360-708a-45ed-b1ce-e3b1fad77d80}} are the measured and theoretically predicted quantities respectively. For the BAO data from {{cite:b08f7cfb7b5170b2f5712fce8ab638b951bd0c27}}, the covariance matrix C is given in eq. (19) of {{cite:0edeb3e0a02e... | m | 99ad53fd144376646412f22679a47a4e |
Let indeed {{formula:d9861cef-0f78-490a-8ab9-82f1694ac35b}} , where {{formula:95250d9a-96f8-4132-99a7-c68036ca4023}} are the Pareto-optimal strategy profiles and {{formula:94f07395-0582-41ac-ad6c-18f2789b83c5}} , {{formula:0bcccc29-94ab-4fff-96dc-9f3c25ae0548}} . We consider the program PLAY-PARETO specified informall... | r | 54b860dd243493db7622023a6ab05efa |
All baselines and methods are clearly worse in predicting humanness than
animacy.Performance for `humanness' is lower overall, with the F-Score of our best-performing method decreasing from 0.79 to 0.63. Due to space limitations, we could not include the evaluation on humanness annotations in this paper, but it can be ... | d | 407d977efdee108689c890e18968fd1a |
The lens equation at the leading order in the strong deflection limit
coincides with the conventional one,
if the deflection angle {{formula:329f0b8d-394a-4a2d-905d-66da8a949729}} is replaced
by the offset deflection {{formula:83077cd9-d9fa-4916-b244-9c8c968c2893}}
{{cite:e45c6d00b676357f24c578e7c33163b401c36540}}.
... | m | ffe7d1faccae78be2830a28b8fe6b163 |
HVPR {{cite:f4c84dd73a8922b1389194b6f1e9f2bf0b3b98c3}} is a single-stage detector. It has two feature encoder streams extracting point-wise and voxel-wise features. Extracted features are integrated together and scattered into a pseudo image as hybrid features. An attentive convolutional middle module is performed on t... | m | bc5a8bd198c0de4c0d7eb6a2446c5aac |
A further point to discuss is whether the radical detected in this work could be an important intermediate to forming larger molecules. Although dedicated studies on the reactivity of CH{{formula:5b778fde-e0dc-4280-9599-0595951861e6}} C{{formula:137b3e46-ea84-42e8-99b2-0f804be3562a}} N are needed, our radical could pla... | d | 4a7878a9358c46efa65af9c892e0ae01 |
The whole architecture of the proposed DACM framework is illustrated in Fig. REF . Given the input support and query images, multi-level deep features are first extracted by the fixed backbone network pre-trained on ImageNet {{cite:213c7bd7c43a9a963b3e70fee3398d9b172b8f8a}}. Three levels of deep features with different... | m | a257ca9667a58e2eea6897d01a6852c5 |
Several interesting results observed when mapping overlapping links between the cortical thickness and functional networks by lobar divisions need further attention. First, the approach adopted here was to compare the networks at a single value of network density. The advantage of this approach is that is maps only the... | d | e16111fd26a11e9b2e46669de957507c |
The test accuracy results are reported in tabel:graph-res. Note that the last two rows are reported results from {{cite:725d2e1283b99f1ebf33c66518ff7c613c98d3a3}}, thus do not have standard deviations. All the other models are trained in an end-to-end manner. Because of the highly imbalanced label distribution in the F... | r | 6eb5f2914ad24fc6cd2bfa9cf0d43b30 |
Quantum walks have been a successful tool used in many algorithmic applications, specially in search algorithms {{cite:4eb0512c7cb9bac45092e262b4a4853b2ee32daf}}. Another related problem is the task of performing quantum state transfer {{cite:6354fbfa9ee40dc1ed32bb3c39455936a2ec900e}} between two vertices of a graph, o... | i | 461d77cf6165b1cd3b44f5d76c6241e9 |
A saliency map is a representative of what the network has learnt and it is not guaranteed that the explanations match human intuition. However, it is observed that a network with a higher classification accuracy generally produces more intuitive maps{{cite:5ee506d4c156fc0c62e072be677d67d2b7793441}}. A desirable proper... | d | 6f795e7ea02bce5c65f77efddc62bac9 |
Fig. REF shows the pareto frontier of HAO with respect to accuracy and latency. MobileNetV2 {{cite:1b4150b51e805284c48ec36ebfc2928a376c17f8}} is a popular neural architecture manually designed for efficient inference. The original MobileNetV2 is in floating-point format. To achieve a fair comparison, we quantize Mobi... | r | 10460772cc930236d8cda6ba0c4a01fa |
Adding richness to the data collected in statistical learning tasks removes researcher degrees of freedom when trying to fit current models or theories that may be of insufficient specificity {{cite:b5e6ae080333f3c93250f41181b7859b3bf96875}}, {{cite:345dd6da89c64cf8c16896fe7183784775af831e}}. Our task directly collects... | i | aba2d7c3093ea42044446cca5bfca1bc |
This symbolic approach to the modelling and analysis of cryptographic protocols is called the Dolev-Yao model {{cite:523be4d8c1047bd89d31246faf7ee0b506d5e481}}. In this approach, messages are modelled as terms in an algebra. The intruder controls the network, and can see, block, inject, and redirect messages, as well a... | i | f299a034861c562a958e5083b25dd13a |
This operator and approximation properties are needed, e.g., to handle terms involving {{formula:5fbfa504-dc96-4785-a33d-8c005a9ac560}} . We mention that a similar goal of approximating non-smooth functions is applied in the context of a-posteriori error estimates; see, e.g. ({{cite:4ca17dce9c4e919c5ca5084ee02256cb512d... | r | 14ffaa83a64dece98fc815a115adaf40 |
Robot navigation problems were solved by generating optimal trajectories from robot dynamics model. The trajectory optimization modules are based on dynamic programming, specifically differential dynamic programming and iterative linear quadratic regulator ({{cite:3c675236200dec807a2a1721b98bac2eb9c05d3c}}, {{cite:9f4d... | m | 4eecba50cb644575874a2050bf4c4ee8 |
The first method for computing the CEI-1 is to take the series expansion of variable {{formula:ec7bcfbe-65fb-4095-95d3-fde2389fd481}} . Actually, with the help of the generalized Newton's binomial theorem, we have {{cite:92af9628976c1aeba65ec5422bbedcf713887836}}
{{formula:3b9f0baf-ab38-476d-ab54-3e382c4d3d50}}
| m | 06d9b22d66615561dc5616506700fb71 |
The roadmap to build the fully-fledged Qinternet has been envisioned in {{cite:035c9cff270d069dc1c0acd92e7d4f06b6832106}}. According to its functionality, six stages lie ahead. At the time of writing, the first three stages are in the experimental phase, and the trusted-repeater networks concept has the potential of ex... | i | a5df2b4806b101fea519d450bba91b2f |
[leftmargin=*]
One possible extension of the results we presented here are explicit formulas for the maximum number of faces of any dimensions or also for the number of bounded faces. Explicit formulas for lower-dimensional faces are of particular importance for the combinatorial complexity of tropical varieties {{cite... | d | 9e4f8cb6de225c3ab073e6511989555d |
We simulated an idealized HCI system with static phase and amplitude wavefront aberrations generated by an out-of-plane phase aberration.
The system was operating at 1550 nm, consisting of a clear aperture, an idealized DM (e.g., no actuator cross-talk or quantization errors), with a 40{{formula:2e5c5adc-1ef9-4ded-b6d1... | d | 1b7cab4f39aba177017ab743c3c27660 |
On OTB2015 {{cite:1c59cfda7aef92c1b93e35e804158df1c923191c}}, we first compare prior methods designed for dense task only.
Table REF shows that
ConST-CL outperforms the evaluated methods by a large margin.
Specifically, compared to VFS {{cite:adb095ddf72828849d9e6490ee54082618698c85}}, ConST-CL achieves {{formula:c1a2... | r | 1d08f87c738b83d8897896ce6449a42e |
We explore the results of running CHAMP on community structures found in various network data sets. In Section REF , we consider a network of NCAA Division I-A college football teams from the 2000 season {{cite:e44d99944958d0f5b1ed65f51db89c385813e231}}, {{cite:cea8f0ad7c897c0abb190544bce8572c1306f907}}. We then look a... | r | 25ae8b70b6d5f12a59d79c874b6af279 |
Regarding (REF ), the first named author {{cite:90ac46c4394cec0d5c56ec81f4ed21943d7a4e88}} showed that (REF ) holds for star-shaped domains with {{formula:e99ed747-51b9-4579-91a7-d08def1ea5ac}} -mean convex ({{formula:8799c698-27f0-44c7-b2b4-82d033c96f12}} ) boundary, by using the smooth solution to the inverse anisotr... | i | 415085d4e7f02e9b7274296fe01be68b |
In CM2-W1, only {{formula:70e662cf-4bdd-4017-8ffe-58b2bf295844}} features with {{formula:d2bfdcf4-9db8-41bd-b7e7-e6ec034b6ac0}} {{formula:2509ecea-cdc0-4bf9-b7c0-dbaf938d9432}} km s{{formula:fa483419-e519-4a36-89a5-3773d0aec420}} were detected in the early epochs, before and at the onset of the accretion burst. In... | r | 40fa9e216aaf9a967368a4a6bf2ece0c |
Solitons, fascinating nonlinear wavepackets localized in space and time, can form in nonlinear media and propagate over long distances without distortion {{cite:e9481dc4a1452b65f378e33b003c0a0be598951a}}. The underlying physical mechanics for the formation and stability of solitons in conservative nonlinear systems is ... | i | 753c349d38a61485a3688f20a4a3b87b |
Filter methods employ some measure of dependence between a feature and the event class to rank the features, and retain only the top ranked features. As the measure of dependence, various statistical tests, including one-way analysis of variance F-value test, sure independence screening, mutual information, Pearson cor... | m | c3bb11d0787c2602f9015cf0cae762b9 |
The last two decades has witnessed the rapid development in the field of
quantum information and strengthened the notion that entanglement is not
only one of the fundamental concepts of quantum theory but also a key
concept for transmitting and processing quantum information {{cite:52c5a77c19efce71b349800d936b9a7828cc4... | i | 97cc33683ec5679a9b58b41fdbb0f464 |
eXtreme Experiments.
We now present our empirical results on eXtreme multi-label datasets. Our experiments are performed under simulated bandit feedback using real-world eXtreme multi-label classification datasets {{cite:817428a99366e240f1c8a2bcf602510e00c11b92}}. This experiment startegy is widely used in the literat... | r | 5cf8d872929a10b013b48b396e22c774 |
Equations (REF )–() are solved numerically following a high-order spectral approach
which is outlined here. More details on its implementation and validation can be found in {{cite:320bf98527fa2797b73936b5afccf7373f66fdc0}}, {{cite:b6c05f03001c57a3b5e4f54189a2b7ff34f65b8e}}, {{cite:e6cca12c8c1a61852f33cec5dc874c5c6fc2b... | m | 908cbe589fbd634972e27f0df6ac21da |
Quantum computation has been evidently demonstrated to be surpassing classical supercomputers in the near future {{cite:c36230b07f4e66de7a12c7766c5d520f2819a7e9}}. Towards large-scale and distributed quantum information processing (QIP) {{cite:50d306361da733dcc3088f859df8f7eb7d823bf6}}, the efficient control of network... | i | 58033c8e9c6b20fea6320451e2b4cc2c |
We have made some simplifications in our simulations, and there are some caveats.
We have assumed that the jets are uniform on the emitting surfaces and
have sharp edges.
To compare the simulations and the observations further, more sophisticated
modeling is required {{cite:af9f3551ec6d852b5cde5e5a31c56b16ce2989c8}}, {... | d | 16d70b75a5a08d8be1c393108fd4b96e |
To address these issues in the context of this work, in this section we generate a suite of mock dust emission models to quantify the accuracy to which we expect the dust properties to be recovered from our fits. Again, we assume that dust emission in galaxies is isothermal and optically thin, and it can be described b... | m | 8a81116ef6a7053b50b47e573cbdb4e1 |
Instabilities of Si6 are measured via direct beat over a noise-cancelled optical fiber {{cite:b184e11c2a1864d8f982ba9c5dcb600f6576264b}} with Si3, a 21 cm long silicon cavity with dielectric coatings operated at 124 K {{cite:93294d69fb8534fbdc38f871ed990588a9d5eabe}}, {{cite:cd80d3ac9c390fa808e406d67896ece067f2acf8}}. ... | m | e25b309a7aae022285d8aded13446544 |
We now evaluate the effect of correlated/i.i.d channels under traditional/generalized fading with phase errors on the performance in the investigated scenario, as well as the goodness of the proposed approximation for the equivalent channel in RIS-aided system. For all plots, we consider a RIS network geometry as in {{... | r | eacc922d9f11f3fe063105671094ae5c |
The newly emerging coronavirus, severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), has spread rapidly over the world {{cite:9d7f1842e62a4c6cdf7a334e670a6ab27eeb05d3}}, {{cite:c5ab76b0c43b4d126056c4dea13ee59b001b5405}}, with more than 22,000,000 cases of coronavirus disease 2019 (COVID-19) and 790,000 deaths ... | i | 073efea409915d7fc81339b1ff278a3b |
We remark that RCD methods have been shown to exhibit linear convergence rates in the strongly convex regime {{cite:86ca4695b04b7498887cd5240febcd5816cf09d3}}. Such fast convergence is, however, not to be expected in the presence of linear constraints. While strong convexity of the primal objective ensures smoothness o... | m | 4637581c37fd5b40eb04ada85cf79e22 |
Depression prediction.
We find that among all combinations, the FW combination—representing the combination of the individual - physical health and individual - well-being (W) edge types—is the most accurate in terms of all evaluation measures (Figure REF and Supplementary Figure S7). In more detail, the FW combinat... | r | af13488dc062104c8af6664865ac910f |
Its spectrum is depicted in Fig. 3a of the main text; due to the no-crossing theorem {{cite:51fb03f0df7fa99403a4bd4e3cb38130a6015f67}}, it only shows avoided crossings. On the other hand, the half-filled odd CP symmetric sector only has one basis element, namely
{{formula:2e51fdec-41e1-4383-a0b2-079408c7ad0f}}
| m | 5bb3c4d1e025b7cb690d58572b63a128 |
The entangled pair source {{cite:7baa19224f5ee6ad844ceb7f79c594407ca12793}} is displayed in Fig. REF (a). A Ti:Sapphire laser emits a beam of pump pulses with wavelength 775 nm at a repetition rate of 80 MHz. A small fraction of the beam is picked off and sent to a fast photodiode (FPD) which sends an electronic synchr... | m | cd7ea887a218f5ef09aea9fd7c08d435 |
Traditional voice conversion (VC) aims to modify one's voice to sound like that of another while keeping linguistic content and emotional style unchanged {{cite:1da4d347052c9130d728dafa3f10456f6eef131b}}. VC is an enabling technology for various tasks, such as conversational assistants, cross-lingual speech synthesis {... | i | 8b52497cbecdaf5bedd148b15bf74f51 |
The quark and lepton sectors of the Standard Model (SM) are interestingly similar, motivating one to hypothesize a fundamental symmetry between the two sectors. Such a symmetry can be found in many grand unified theories, such as grand unified SU(5), Pati-Salam models based on SU(4) or R-parity violating (RPV) supersym... | i | f9e2da867e2a379a49ff55bba6116203 |
The new interactions between the SM fermions and the physical states arising from the introduction of a second Higgs doublet imply a richer phenomenology than the SM. This is further enhanced by the new free parameters and couplings in the general two Higgs doublet model (GTHDM), also known as type-III 2HDM {{cite:9199... | i | b33c30ea0e7923e146ef0b77c3afd6c5 |
The primary contribution of this paper has been to develop a sample-optimal paradigm that simultaneously overcomes the curse of multiple agents and optimizes the horizon dependency when solving two-player zero-sum Markov games. This goal was not accomplished in any of the previous works, regardless of the sampling mech... | d | 2345265f8299492eb877459d9cedc077 |
E.g., in the Newtonian singularity case, i.e., for a point-like
static mass source, many types of higher derivative terms remove
singularity in the modified Newtonian potential. This occurs
starting from the simplest fourth-derivative theory with the action
composed by (REF ) and (REF ) terms {{cite:8cf317d917aa6f62379... | d | d8313c6a0d038dd6ca0e0fda495cc27b |
Han et al. 2020 {{cite:6ffeb5d58fba8458cd0516a61dbc6adb5bc1bc51}} Conv Rate 69.40 512 2.048 1.43 729.77 5.42 8.07
| m | f123ad9fa4c1ed16b07989d7034eddee |
In our analysis, we assumed the Clifford circuit in the classical shadow part is noise-free. If there are noise in the Clifford circuit part, it can be mitigated if the noise is independent of the Clifford gates, as in {{cite:72a6fbb5d297fdcb4c66c986bd67346ad54bb18e}}, {{cite:9a9fe7c783b85a64e56fd6a6d5ace4932a843870}},... | d | 2ee02dcc306a9080a9b64360fa5c00e7 |
The mean field game theory examines systems of identical players those interacts via some external media. It was proposed independently by Lasry, Lions {{cite:3847037d271ccc239e98a9c9038c0b9a46a5051a}}, {{cite:b45956d2e5a2d0d27720fc1f52005399f4c5be17}} and Huang, Caines, Malhamé {{cite:9ec7751e531bb667efb90f03728c3f8a... | i | f03f18c63c04e03f466bc90d85d7b751 |
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