text stringlengths 54 548k | label stringclasses 4
values | id_ stringlengths 32 32 |
|---|---|---|
Accuracy-throughput Trade-off:
blackTable REF compares the accuracy-throughput trade-offs of the competing methods.
As shown, at FPS around 130, Ours-BN-R18 ({{formula:5154a818-45d7-41b6-82ef-ef5207ff7b18}} ) outperforms BiSeNet-R18 with input size 0.5 by 2.3% mIoU. Likewise, Ours-SN-R18 ({{formula:56044f65-49a2-460e-... | r | 184ae408fe87192cc29e751cbb032579 |
Efficacy of IIR-SNN with shallow networks. As mentioned in section 4, gradual training is required due to spike vanishing at later layers for deep SNNs if direct transition from T5 to T1 is attempted. However, for shallow networks, if there is some propagation of spikes till the end, training with T1 following direct ... | r | 0741c948c4f306492d17b787170d3074 |
A fixed point is multiple if and only if it is rationally indifferent with multiplier equal to 1(See Page 142, {{cite:1f71ab73bb27f03cd0a3e323223ad37a235c79a0}}). This fact is used in the following proof.
| m | 913e2ce8064665359c402a10b62af177 |
We also train our model on recently proposed Spaces {{cite:4a56be2a819c55c33c67f06e89dab465dbf876b1}} dataset.
The dataset captures light field images of 100 different scenes using array of 16 cameras.
We use 90 scenes for training and 10 for testing.
We randomly sample 4 pairs of images from camera array as inputs and... | r | d0adaaeca6969197a7d319b6281edcb8 |
To this end, we propose a Pose-guided Coarse-to-Fine framework, named PCF, for part-level action parsing.
We first adopt the existing action recognition methods, e.g., CSN {{cite:4cef9bfe844b448678e64c029429f61c0696e6ab}}, to predict the coarse action of the whole video, since it is the State-of-The-Art (SoTA) CNN-base... | i | 35b7b186d5d96404bbfd6ca9be4eaf8b |
In 2001, the NAGARA event {{cite:9e0dda49f4d379c5f53ee6444c244dee2834dff8}} from the KEK E373 emulsion experiment undoubtedly provided the first evidence of
the light double-{{formula:987ca154-d612-494c-a499-70f9f089f6b9}} hypernuclei {{formula:bd1672e3-e1a7-4306-a495-0c5f34aa7039}} He, demonstrating that the {{formul... | i | 4afdcab7a4ab62320465b425e1c1338b |
As mentioned above, all the complete analytical expressions have been obtained in {{cite:bb079a4cb070b3bb2b1e822ca9e5d8b4e704b3c0}}. Here we will only show the approximated expressions and we will restrict ourselves to the phenomenological implications of the observables computed.
| d | 7dda34a22b7fe29685aaf47880e0a1f5 |
Over the past decade, a number of optimization-based methods for point cloud upsampling/resampling have been proposed. For example, Alexa et al. {{cite:f3eef49f4f7d9d5032d1aed4a504330e44d56c32}} upsampled points by referring the Voronoi diagram, which requires the surface smoothness assumption and computes on the movin... | m | 5070304042b0595b1b5dbaddcb9e1214 |
To address these shortcomings, we focus on finding ways of making networks fail using natural, interpretable features.
Several prior approaches have been used for this, each with drawbacks.
One is to analyze examples in a test set that a DNN mishandles (e.g. {{cite:cd143bd832362decc48a7468c8513bf0e4f77621}}, {{cite:f5c... | i | fcda9891c92d2c1de319c97a82fd810c |
We train a (pre-trained) ResNet-50 {{cite:ae15f5451d22cf3a767aed405392ce78d3e1e8a3}} model on the emphysema labels of the ChestXray14 dataset {{cite:be0cf0bdc88058eef629f3961f9c8dd0becd070b}}. Our dataset consists of 38,353 training (854 positive), 4,625 validation (88 positive) and 21,176 test (436 positive) samples. ... | m | 1d16d48358156b174b906e2357f7b79a |
The term {{formula:1b3cca38-380f-409b-a732-77efe7b72079}} is an external current which determines
intrinsic firing rate of uncoupled neurons
{{cite:b28d44658ac1cf57eb31330adb40fb3c0edb3bb6}}, {{cite:d3ca7cbf7ad41cc650bb828ac3fe78f9c8721f6a}}. The values of {{formula:fd0068ef-3d82-4612-a718-674b373c89d1}} are chosen
r... | m | 90a57ce61d47996b6b7c25505db483cb |
Thus, in view of these results, we consider that the expected fate of the
turbulent clump is really affected by the wind-clump interaction, as compared with the
purely gravity driven collapse, despite that it seems to be the dominant
physics in determining the time evolution of the clump. This behavior appears to be th... | d | 6f76c39819636dbbab233e7710589c02 |
We run simulations for the 40 innermost stars for which their orbital parameters are known, using the data of {{cite:7de3909ea806df804571228335d9e03c09d9b698}}, {{cite:db3ead6d597714ba65e32c1979bf3fd41e7c318f}} as initial conditions. We carry out our simulations by means of ARGdfcode ({{cite:40617497d1cca315d056037b06b... | m | a59b63327a441e2ec61968e93ec1b188 |
The second stage is depth regression. We use a stacked hourglass network {{cite:d3d4f2e2dd215b020b928e8e14396087130d6e3c}} with dense connections for regressing depth. Our stacked hourglass network consists of 3 cascaded encoder-decoder structures. It has the advantage of refining depth maps stage by stage when compare... | m | 2f949e7e0fc01d6d5a6891c7a945f039 |
At finite temperature, we can test the prediction of both the discrete and continuum theory that the presence of curvature lowers the effective critical temperature at which the staggered magnetization undergoes a continuous phase transition. Because our cylinders are finite, such transitions will always be rounded due... | r | d790c416b89f60b72168482c831e1b63 |
In order to overcome the numerical difficulty of the penalty function method
near the optimal point {{formula:8891ffb0-4960-435b-a013-ce9791d7b7df}} of the constrained optimization problem
(REF ), there are some promising methods such as the dynamical methods {{cite:614930b0c6406bbbd3ec9275828a5aa03339de5d}}, {{cite:d... | i | afdee60bb3c70f7cd1f632caada4389a |
An immediate question is whether the equivalence persists in an interacting theory.
We could try to couple the spinning particle to an external electromagnetic field
and see if we recover the Bargmann-Michel-Telegdi (BMT) equation {{cite:0526d445cfa3c8d239fa329c1a3c2ebd92662ed9}},
or try to couple it to an external gra... | d | 4898be676cb747ddfdf47838a4e20524 |
Finally, we would like to mention an interesting methodological connection between our analysis and the
analysis of statistical discrimination problem performed in {{cite:503eb20ef8aa1d221f2a866c7a0405b713e9ca55}} (see also {{cite:33158d6cbc51dcd92f5e476c7a0cacb235d486ed}}). In particular, we need similar results form ... | d | baa5fdc56e54c2bf259afaa8d3f0d4b5 |
There are a lot of observations data which signal us to an
accelerating expanding universe
{{cite:315581436e4c18516f995790bef2b9aa5a36de7d}}, {{cite:8af9fe0c172d7b98163328275368b2117f288ef3}}, {{cite:c5ac4c18e37eeb01a3c696b9da1ba4a4093d4c68}}. In order to describe
this current phase of the universe expansion, we need a... | i | 2f7bd98c35c72535bd827846643abb5b |
Proposition 2 (Maximum acyclic induced subgraph (MAIS) bound, {{cite:f214bebde1a55f78f133788b5829813bf9e0272b}})
Consider a non-secure index coding problem {{formula:f37d975a-4319-4458-9d3b-f6e927ce6a5d}} .
The (non-secure) symmetric capacity {{formula:be0a4d5f-f0d8-46c1-bde9-5e41516a57de}} is upper bounded by the MA... | r | 41904ba189a2e6db5e43ed9c53f093eb |
Receipt Understanding Receipt understanding requires the model to recognize a list of text lines with bounding boxes. The performance of this task is evaluated on SROIE {{cite:0c796adc42cd2b27fa43c06b4413b1a56d7aa6cd}} and CORD {{cite:14e9eeb1116e89a32bf052dcf9b4ea17bfce2dac}} datasets. Like FUNSD, we use officially-pr... | m | dc00142345b8023bd5d5682a6b0058af |
Since the first version of GAN was introduced by Goodfellow et al. {{cite:7d102dc201fc90243f7c2e72902e0a677f367c4d}}, variants of GAN have been proposed to tackle different types of image transformation and super-resolution problems {{cite:733f2dcaa7839e16d05b6668b8486397952f14f4}}, {{cite:f2860e4a21757e3db8c92514b3a24... | m | f4e856dcfa4d6a1d05762c86133dc994 |
In this section we present the theoretical predictions for the {{formula:687c173b-bb9a-4149-92ba-10b9eeceff04}} -mesons total decay widths, together with their lifetime ratios. All the input used in our analysis are listed in Appendix .
Note that, we consider two scenarios A and B, defined
explicitly in the previous se... | r | 4bbeaddd56dfaa37bef0d3b89ee983da |
In Fig. REF , we compare the proposed MIMO-NOMA based adaptive power allocation scheme with four baseline schemes, namely the equal power allocation scheme and the fixed power allocation scheme in {{cite:a630e72dae01fa16367a104a7264f9acc3288f12}}, the best channel condition (BCC) power allocation scheme in {{cite:fcb27... | r | 787cbf4120b9c6dc13094a96ac5de1ea |
General relativity has been highly successful in describing both, the weak field regime (solar system) and the strong field regime
(Black-hole, Neutron stars) {{cite:ed7f6cf7acebdeb212c52bc27694694d3c4e17c5}}. However, quantum theory of gravity based on the Einstein-Hilbert action and
quantum mechanics is not renormali... | i | ae6d9b5a744adf82eb94b147aabdc39e |
Exactly solvable models {{cite:0d20023005d99d4bb08428184af3962d8d37c181}}, {{cite:86d90f16c9115af97183fe86e1e3fb76a05b7a3f}}, {{cite:58f6afb7359236478432f871561c35f46e2d102a}} play an important role in statistical mechanics, providing us with the possibility to obtain analytical and mathematically rigorous results that... | i | a073a9eb6ce773a2d18c853a01193f6e |
Ref. {{cite:39266ff8e04890e0b636cbfe49801129c755e440}} treated doubly heavy baryons very carefully. They start from the heavy quark symmetric Hamiltonian in the limit of {{formula:9d797c94-a4f2-4339-8b6c-a83a673f88f3}} with {{formula:d51f43e6-5bbc-4fad-a5fb-2d59d625099f}} heavy diquark mass, and then, include {{formu... | d | d99ca86b69d8d07aad6ef1526ce24044 |
Most of these methods are run on a single Nvidia A100 GPU, but some were not open-sourced at the time of this publication. In particular, TerViT {{cite:f8e44af1b31f09be586d332055845e658d33217c}} and LSQ {{cite:51d7ebb47ade2c9c51653409c5332169e1764ce0}} are estimated using LSQ's open-source ResNet-50 QAT scheme, and Mr.... | m | b158770ba25f0a932726c2e86f699d1d |
To put this goal in context, in recent energy models for high-dimensional data {{cite:63ffba0343abab194c649366da9d809d1001c42a}}, {{cite:792d5747d7bae28b25e380e742187ecae110d0d9}}, {{cite:c6df02e305e277b4e9f6667c8fdf9f0eb9d6ad82}}, {{cite:46f64268af248480c6442d8f16d3b86c4e4ca116}}, {{cite:73ae901738b07a4c17c2f1ba81d1d0... | r | c92353d4be62bbc5d5f9dffb67f421ab |
Modern analysis of PDFs requires calculations of the
log-likelihood functions from thousands of experimental data points, and
scans of multi-dimensional parameter space with tens of degrees of freedom.
There are several groups providing regular updates of PDFs via global fits,
see Refs. {{cite:edef98751068d10ca84048267... | i | 66af0574063b522ad1cfdaec400454b8 |
This work represents a step toward relating the properties of {{formula:38671084-9c8d-469e-8c17-d4d8c9ac2c31}} and {{formula:0669c152-14a8-423e-9e0e-a4339c44c90b}} to
those of {{formula:e68f1076-c96c-482e-8608-6a9dbdbf6db7}} and the associated acceptance couplings. As noted above, Markovian couplings
which are effic... | d | 4ee2779407b5c49b59acb38edde57119 |
Figure REF a shows the AID of the different models and the analytical method of {{cite:1ffed0cfb5def904fa68d7d982391256e49d1e6d}} as a function of sample size, for one data generating distribution. Analytical estimates for some of the required parameters for calculating {{formula:072d45e2-f7ee-4673-aea4-3c87142b4ac5}} ... | r | 4b2a8c4c051efce4e59aae30f9c56869 |
Stein's method is a theoretical tool to obtain bounds on the distance between two probability distributions {{cite:d473462547dfebffc6ec053e0d14d82af855518f}}. It was first introduced to study queueing system by {{cite:a8bd21cb4bd6dba0eb6f4ec04ca3829aa89c8f25}}. Steady-state diffusion approximations for Erlang-A and Erl... | i | ea3ac6de17b045a990ec21e5c0035862 |
The solution to the optimization problem (REF ) is approached by its transformation into a convex QCQP that is solved by standard methods {{cite:aa1c14797ab2265b51ad57c7ee8675453d7fdf02}}, {{cite:d88f03afd9bba449822a103027ebbaca1a3813a3}}. The details are shown in Appendix . The Pareto-optimal set of points given by so... | r | 74bcc8cbb3998286050b80a214f42125 |
A common theme in both of these pathologies is that the effect becomes more prominent as the width of the network increases. Yet, the phenomenon of double descent shows that it is in this over-parameterized regime where neural networks perform best {{cite:14d6599cfc366a15cae7ab1056e9a5ebafab3557}}. Therefore, it is cri... | d | f0f5c202d04072d8119b62e18428c1fa |
Computer simulations of these systems remain computationally expensive due to slow dynamics as very different length and time scales
are involved for the various species and as the number of microscopic species outweighs by orders of magnitude the number of colloidal particles. {{cite:1d8678a70ec12b0014faad332dd67366e6... | i | 0e49b7b55d20373e14a8a49172863636 |
The contribution of our work is the proposal of the Stakeholder Influence Analysis (SIA) method. Its aim is to help firms to analyze an OSS ecosystem to identify its stakeholders' influence by the impact they have with respect to the requirements that get implemented in the OSS. We base SIA on social network analysis c... | i | ccbe3b0c6f388dbdff3ffc52dcbe3a8a |
For comparisons, we consider three realizations. First, we consider the standard DQN with one NN (target is a copy of the action network) and gradient driven updates, denoted as DQN. Second, we consider EDQL which is a NN (target is a copy of the action network) with error driven updates {{cite:0efefbd18197e7c9b5ced8cc... | r | 28b6df5e0f09c1096f08f0e90659e6cb |
Regarding the superconducting qubit architectures, fixed-frequency architecture {{cite:450f9b9b4d201ec1e8ca391788f810ee936e5291}}, {{cite:ddd2947628ffe6ebb042fa88f28a5cb3ae2d2eb5}}, {{cite:471ff4d6d0a1e86364a53f6069fc29e3bb9e7c79}}, and the tunable architecture {{cite:e4be202135ab91b6ff34b1e4ab7ebdaab4bba175}}, {{cite:... | i | fd3b890410326cfbac769caa459efae8 |
Notice that such separation between theoretical formulations and their practical embodiments is common for many classical problems in Bioinformatics. For example, computing edit distance is often replaced with computing edit distance under affine gap costs {{cite:a73ecff2183077947d058da6a811f358ee5cf09c}}, or enhanced ... | r | 16b8137afb46e05d3b36d5325d3dfa8e |
The prox operator (REF ) can interpreted as a denoiser, in particular, the maximum a posteriori (MAP) estimator of {{formula:178ec392-aa11-4e51-af80-28d62d0475e8}} with prior {{formula:8e132a04-e0ff-49a3-b358-2d260a33d85d}} from an observation {{formula:cf5395e3-8128-4c13-b55c-113a1a3f3bfc}} with {{formula:3297c88a-... | m | 833b28c7d72c11f221a8c95ea386ab44 |
We have addressed two very general questions regarding Fermi liquids: First, we have shown that LFL theory, which is often thought of as
being valid only at low temperatures, is fully consistent with Navier-Stokes hydrodynamics irrespective of the
temperature. We have shown this explicitly for the model interaction gi... | d | 41a1c4a2fd8b5f2e1ec7399d82372532 |
Figure REF shows the block diagram of the proposed DilatedSegNet along with its core components. It follows an encoder-decoder scheme much like the U-Net {{cite:1737650da40f7362fa1f0ce63e19d4596d739fe1}}, consisting of a pre-trained ResNet50 {{cite:dfe4e829b31c985f05a27a1d235ac861d6593f33}} as an encoder. The input im... | m | 0b1ef7b35f399696c5ae67cca8dd0d79 |
Theorem 19 ({{cite:38b43084a5cfbf2c4d190baa6bcd1047006cbbf9}}, Theorem 2)
Fix {{formula:02f5ae2b-c7a4-4a56-9f12-0cf79a75a91d}} , a query point {{formula:892c5baa-3cf6-4906-ab84-cb8faa7ccab2}} , and a set {{formula:c85e8e81-86be-4041-bbc5-b411d280b867}} . Let {{formula:fa82fd2a-704d-49f5-b8c2-c799b0ec1530}} . find-smal... | r | 1607a2e6b70e65c04db9e4bcf1277283 |
We do four sets of experiments on the YTF dataset. In the first experiment, we follow the same protocol as in {{cite:b4805efd68f834731504a1438d26a381753d7595}}. Specifically, the feature vectors of the faces in the first 100 frames of a video are averaged. The similarity is calculated on the averaged feature vector bet... | r | 17c0806a008b5916ccd8f3475f977daf |
Reduced Order Modelling (ROM) is a
well-established set of different numerical techniques whose objective is that
of retrieving a low-rank representation of parametric differential models, s.a. Ordinary Differential Equations (ODEs) and Partial Differential Equations (PDEs), describing a relevant majority of models in ... | i | 597c24704c4fd6cbee42e36381daea2a |
Throughout the present study, we consider the following class of dynamical systems on networks {{cite:647355ffbcc53848049ac35aae2b5e494eead4d3}}, {{cite:3d8446b65f606b88d89b73199174624d84a84ae6}}:
{{formula:8ac41b0b-266d-4554-9485-1a832e84f2a2}}
| m | fe9423f211827ef8ce292d3b51f47ca2 |
Clean encoder. Instead of freezing the weights of the clean encoder during training, we also experiment with updating its weights to reflect the parameters of the robust encoder with momentum to ensure consistent representations in memory {{cite:4c0ff827e2d551f4ae9a049421bf51cd7ec04ad9}}. The results are presented in T... | d | 2fead78fdf040642654f16a3cac91894 |
For both ELR and DivideMix we use the same setup in the original papers. {{cite:b7b140ab4f6b31d0327a516ecbff5dad3e37d8dc}}, {{cite:fcc5fb3f9fc5fc3da9ed5506a4e438b3df29200e}}.
| m | fc3fbbe2b7d4c328cdb6d17d94702cf2 |
Figure REF shows the overall architecture of acoustic environment transfer. In order to extract two features: (1) environment features and (2) content features, the source audio files are translated to spectrograms.
Spectrogram is a 2D visual representation of frequencies of
a given signal with time, while the color r... | m | e244031290f8093e8b10d4c29e041b50 |
In practice, there is a need to automatically and rigorously model across studies the common signal that can reliably be identified, while at the same time modeling study-specific variation.
A methodological tool for this task is Multi-Study Factor Analysis (MSFA), recently introduced in {{cite:939d08ff28c3beb1bae29011... | i | 4846189253c2ce802b912512620732ac |
Our general analysis should be simply generalized to the asymptotically AdS black holes in GDT by gluing a flat bath. Since after gluing the flat bath, the whole spacetime is similar to the asymptotically flat black hole and cut-off surface {{formula:d648d95a-004f-4c3c-9a0f-f39b274ccdc5}} can be chosen to be boundary... | d | 34ea42f3aef880248c0700da6235bb5c |
This connection was first made by Dayan, Hinton, Neal, and Zemel in their computational model of perceptual processing as a statistical inference engine known as the Helmholtz machine {{cite:3e3a59523d8bd0263e53bf5d3c3dde439c1aeef3}}. In this neural network architecture, there are feed-forward and feedback pathways, wh... | i | b39de185c94554bd3a8bcb5dfc9fa22d |
where {{formula:52991ab8-3882-42c5-8d46-144e63e2f649}} is a {{formula:b72d081a-dee4-48fd-9f42-547d97f98462}} feature vector, {{formula:a1d7a6ab-6bfc-4e3d-9bbc-fee69511835e}} is the corresponding {{formula:a8051d7c-33c3-43f0-9d67-a559650c4357}} coefficient, {{formula:1deb934d-95c7-4e9f-b02f-102ad13d2f06}} is the c... | i | 6a695151861f04bb4e3ddf6022662db7 |
Hexagonal (h)DyMnO{{formula:f1f4fdae-b4d9-4c46-9d26-b5f91df7191d}} , with the largest rare-earth ionic radius of this series, features an interesting magnetic phase diagram.{{cite:afa1a2b803f41147f076fa98f6f66df8df04bfa8}}, {{cite:d45d5a9735ffc349657a6e1bbe33d5ef660302b3}}, {{cite:8292c3575b818c3576adb81845796d51278dce... | i | a9cdf1c73707acee933e038eb10f8a73 |
Quantum error correction codes are critical ingredients for fault-tolerant quantum computation. In light of developing future large scale quantum computers, it is increasingly important to be able to design complex quantum error correction codes over a large number of qubit/qudits. Naturally, this points to the need fo... | i | 5fadcfbcf39620eb72c7e70f952acf72 |
Traditional substrates such as Si are known to degrade the electron transport properties of graphene as compared to suspended samples. {{cite:ebb0cd9dfea5ceae63fffee3691321ff3b43bd8f}} Reduced transport properties are due to various scattering mechanisms. There is strong evidence that scattering in these systems is due... | d | 9cef5fdf4c0117b9f304f177890e477a |
LiDARs have been widely used for 3D object detection and tracking in autonomous
driving applications in recent years. The majority of LiDAR-based methods either
use 3D voxels {{cite:c7f072252df9d181c52d15904dd145d53c9c08c4}}, {{cite:df6550b34d1c763949aeb99cdb4a736b39a5d596}}
or 2D projections
{{cite:5b76cd067d989f29f48... | m | 1b7ab20b10a4c8ef443e82f406d92d47 |
The results of the small scale simulations in the range of {{formula:eae6537a-4b3e-4991-8adb-8d86e4124b5a}} have been discussed by {{cite:b74f53bdd070449c6c436a62712097b0a9f52e0a}}, {{cite:e5fa92d4a48ee8b42dde6fe9d1050e5bfd581856}}, {{cite:c6dfda4017dec425c821d32ea1ec8e4d1178337b}} and {{cite:32dcace8b2067f62437c4e254... | r | 2e13b069294bea460ba05ac2cb1b53c1 |
We first prove part (REF ). Since {{formula:6f7e71a2-1b8d-40b7-93b4-8d9253fc6cc0}} is assumed to satisfy one (or both) of two conditions, we consider the conditions one at a time. First, assume that {{formula:5d1b2fbf-3d0b-4355-a559-1605a221b81e}} is irreducible when restricted to {{formula:dba467d4-6040-4276-baa5-e7... | r | 06907563c95d130184ae4b5353365469 |
Computer vision models generally perform well on datasets where each class is well-represented {{cite:6df7ddc78960b58afedca4f3d2eb544703a56d29}}.
However, real-world datasets often have long-tailed distributions {{cite:7d94796d21881c3450044f96f138ab25aa04b652}}, {{cite:01b8a717809a4299f146718c973614c7d6e9c7cc}}, {{cite... | i | 94fb9876b018d82766804bda57aece91 |
A concern in applying a mean-field (single-mode) or a few-mode approach to
study time crystals and discrete time-translation symmetry breaking is whether
the lack of thermalisation and decay of the condensate in such studies is an
artefact imposed by the adopted approximations {{cite:d0add0467d33b88dd4f7f33932910f1a763... | i | ba88e691ac8620008789942c955d7068 |
While our DSA framework is fairly general, a key limitation is that the scaling matrix (i.e., {{formula:35308252-659b-449f-8928-741aff3f2191}} ) in each component function {{formula:7d275c20-a896-40d5-85ff-b2748b9ad4d0}} needs to be the same. It would be interesting to see if our approach can be extended to cover the ... | d | de4d70d84f78ab2114598216e266b6bb |
These free energy practices are widely implemented in popular molecular simulation packages,{{cite:e8a3c880806766da8d7a4b7b75dd31478bc20132}}, {{cite:7672e5cb09247f064427d6a75369071294887c1a}}, {{cite:51eaed0b800113336e3b6ee83541ba93756dd655}}, {{cite:890aea3fcda6c0a1bd20d77a998539f0889f6b0b}}, {{cite:ae9afc0255c93be5d... | d | b034667f034bfe41580ffcaf08e24744 |
(5) Study of Basic Sampling Proportion {{formula:e71c804e-70cf-42ab-b8cb-7f5fc0b50ef8}} : As a trade-off controller between the image information completeness and the sampling rate allocating space, the basic sampling proportion {{formula:84db8f07-b357-4acf-ae1e-a2483b49c3d3}} is expected to make CASNet degenerate int... | d | dd7145957f1a9cd9450f37f26603ec11 |
The Standard Model of elementary particle physics employs quantum
field theory in order to describe high-energy scattering processes generically involving a
non-conserved number of particle
species {{cite:5414e76af53d528436bd1f7fe2ccbb496b3b23ea}}, {{cite:29f0152798a6435782dc72ab4f79b3d168e0e94b}}, {{cite:2acc97c483cde... | d | 6a9bd38a2af377ca7d2aac946d6fa64d |
For concreteness, we set {{formula:77d4ce6d-5fe8-4cbd-b37a-3992056acd13}} and {{formula:52603cd1-d7e4-4f0c-8c48-d4ed65bf0664}} in {{cite:b2d0327e23ab0a191b55f1218fde6e595ad4a421}} as in {{cite:4f8d082b076ebce1a3d9166b53a6a6e625dbbb50}} for a {{formula:701c4151-450b-45b4-a23b-c020a7fed7d5}} Chern-Simons matter theory... | d | 481f61e9cd1525ae240ad918da331d34 |
The problem of finding an exact value of {{formula:3f571461-ad99-4332-a6f3-d1fdc174cc9b}} in a graph {{formula:cc615dc2-6c5b-4715-889e-fd8acf8e39b8}} is one of the classic NP-hard problems {{cite:9a4cbb9d0de0e4ad23dd1d72a2938c7cbeee9aba}}. Moreover, the problem is known to be APX-hard (e.g. see {{cite:abb4e76ff73c7bc... | r | 231176022d0522f290c1c8fdf23a4981 |
This paper has introduced a novel adaptive output layer activation function, which we have named ASTra, that can either in combination with, or separately from, our previously proposed GMN loss {{cite:334a535886acb67b17abbe023101c7a791b4af8f}} work to facilitate the classification of minority examples for extremely hig... | d | 855b1c860dd6a90d62d343eae8a80765 |
Random Fourier Features: The class of Fourier features methods originates from the work by {{cite:a02e70cf51a7ce5fd9e49dcd2b84ca4c37c7373a}}. These methods essentially use {{formula:976fde55-8eaf-491f-bf80-b2f31fb6443b}} to approximate {{formula:8ebf7b42-ad75-45c1-aca7-a19a1330a253}} , where {{formula:91139fcc-e497-4f... | m | 0fb396ec90926d41f537b1216064d259 |
All of the experiments are done on a single 12GB Nvidia Tesla K80 graphic card with 64GB RAM and Intel Xeon E5-2670 processor. We train the models at {{formula:448744d6-535a-47d4-8c73-d58ac679ab3d}} resolution with batch size 8 and learning rate {{formula:ade6e91d-6719-4b78-93f7-e95c826c74f0}} for 100 epochs using Ad... | r | a981b6c8c395a4d6a4f8e3fc67d78461 |
We propose two novel data-driven predictive models trained on the dataset: (1) Action conditioned tactile prediction (ACTP) and (2) Action conditioned video tactile prediction (ACTVP). ACTP and ACTVP use different representations of the tactile data. We compare these models to state of the art video prediction model SV... | d | a2a399dabf8b6b5d18ee51e19d749371 |
Our next result shows that {{formula:b4911fff-414d-40b9-aa1b-cbade012f84c}} converges uniformly in probability to {{formula:efa445ac-7468-48d1-b4f1-6c41f67f6aa9}} over the largest possible range where unbiased estimation of the later parameter is possible, despite the non-Markovian nature of {{formula:708af722-8e7a-4... | r | bee447062ca8980e849487f3f240d8d9 |
Our first contribution is a modelling construct, where we reformualate the variance regularized form {{cite:5298eba124828b8b297f880ae6caaa2e11a4f895}} of our non-convex sum of fractionals objective as a mixed integer second order cone program (MISOCP). While the MISOCP form provides more scalability than the original f... | i | 28a92b10af3941651b5bea0e7c4c26dd |
In this letter, we introduce a simple and modular nonintrusive Galerkin-free ROM framework for unsteady flows by employing ideas from POD-based and AE-based ROM approaches (see the bottom panel in Figure REF ). In our methodology, we first apply the POD procedure to generate a set of orthonormal basis functions. Instea... | i | 1a8a287575c295b18d76c7506a127b5b |
Before proceeding, let us briefly review the definition of squeezed states and ideal squeezed states {{cite:2d8a91d34d2423ab696fbc2dcf5d2b982463f85f}}, {{cite:60ccf2b749c8866efa6663bd49377ba66c371e81}}, {{cite:6ca1244ad2b7d01d7c1f187baa8616a85f0961a8}}. For two arbitrary Hermitian operators {{formula:021a5126-6c28-49d1... | d | 4bab6719b3f05c04f1c582552fcb4b88 |
Related methods such as TRILL{{cite:3c1d54577bcb2cb63d653017a744e17674de6396}}, COLA{{cite:bf0c3456d5c7bc7f59671a890c9dc13cc57024d0}}, and Fonseca et al.{{cite:fba3559974bd9e0a0ef2de0226776b997316b7bc}} learn representations by comparing input segments cropped from audio clips. These learn to make closer embeddings for... | m | f11fea0307c9925efb816c89fc9e6830 |
As such, the forward problem of Equation (REF ), defined as solving the ODE system with given {{formula:3ccfc65c-daa2-4470-a1e8-329a56a56dd3}} and {{formula:6005c4ce-471c-4d8e-918b-d4feebe4c03f}} , has been resolved in the mathematical sense – despite of several known numerical issues in matrix exponentials for high-d... | i | 4298d64b7f22621508aff29ced1b2dd7 |
Finally, we also consider the Fair ZSL protocol proposed in Section REF . Here, we compare our model with the E2E {{cite:0d653eae338a6d38f5d8c199a604c7c0df568040}} method and our implementation of the CLASTER {{cite:ca5f54a4b4779320d1c239e5d971c7bba5a79af5}} method. We again notice a significant improvement of 5.9% ove... | r | 2fc31e0151a93f533fa59affe6a3390b |
Here we present the needed background material from variational analysis and generalized differentiation by following the books of Mordukhovich {{cite:c21c940c145eee31a3029c2d6ea86e302e52fafb}}, {{cite:8d0fdc89de57b3713be25e532ef3f88406f87d85}} and Rockafellar and Wets {{cite:6ea8b52da29ad5669fe14fb614d39cb1306cb328}}.... | d | 31c11b0b68d9f44e2407293307f34c2c |
We have proven that our simple evolutionary technique is a scalable competitive alternative to the reinforcement-learning algorithms {{cite:fbb463876855110835dc2851165e5034d38f768f}} and that it can achieve similar results even with a divergent-driven approach and with a largely improved efficiency.
| r | a2c541591f3b0918647aa41b1b0c3c08 |
Other techniques used are pretty standard in this area. We use techniques based on the famous sum-check protocol of Lund et al. {{cite:4b0cf81b6d07197e9e32439baa1e0c43a39ab6ba}} that encodes answers as sum of low-degree polynomials. In our case, where Prover sends only a single message to Verifier, a quantity of intere... | r | d5847f67a1928ee6a7ac1cf33b416c5f |
Very short-term forecasting (VSTF): This class of forecasting involves time horizon from minutes to few hours, usually between (0-3 h) {{cite:6d15490434ed984cebc72ed495ab31736bd6d0c2}}. VSTF can help dealing with random changes in renewable energy generation which can be predicted only before a short period of time. I... | m | 603de6654c67190a8774f2d643d12100 |
Note that justification logics with interacting agents are not new.
Yavorskaya {{cite:d75e81518d1e0a4ff24e1caf0ab9c9218720fa25}} introduced the evidence verification operator {{formula:dfc0ae30-2a1a-4d26-ae06-f07e6f749dca}} that can be used by {{formula:03ee2f0e-2666-41d2-9800-4d798fa4b88a}} to verify {{formula:9fb74... | i | 7156d48af9b30092b969be774b184a29 |
In this section, a cross-domain semantic segmentation approach using target point annotations via an active selection is introduced. The proposed approach consists of three parts. First, a cross-domain segmentation model {{cite:39bde7abee1649c5cca790d5b585f93aedc07d49}} {{formula:a4990fcd-dd16-40a1-9bbd-ff1aaa1f2c6d}} ... | m | e4ec9e2e1e7e64e07eaea55ddf6abaf4 |
We found ephemeral regions to exhibit relatively high scatter of the rotation rates. The reason for this might be the governing role of the photospheric plasma flows on the proper motions of weak magnetic structures. Nevertheless, on average, ephemeral regions rotate faster in comparison with larger active regions. The... | d | 25ae6110163ffa13807c806ec9dac6fd |
Synaptic plasticity is a powerful mechanism for unsupervised learning in neural networks, inspired by learning processes in the biological brain {{cite:1ee1a2ae745d745bd2a985273416de714764a121}}, {{cite:5aa0652e41e6a813b3719414209d69515d3014d2}}, {{cite:c61447665844d76bffdb19a95d91f3395ccf140f}}, {{cite:88182780192be85... | d | 8764f233c32b3cb116c764045e9a8fa3 |
where {{formula:cde45c9e-8624-4c2d-b2b7-19a6fb81f7f4}} is the number of networks and {{formula:230f54e5-a381-4b1b-9989-90955de2e64a}} is the average class conditional probabilities of the ensemble. However, we observed that the entropy score of a single sample {{formula:90f84a4e-de9c-4807-97fe-3cea4b195da5}} fluctu... | m | 2430e16efdd87de59928dc48262eeda5 |
The contributions of this paper are twofold.
We analyze the local and global convergence properties of an oracle-based saddle point optimization on locally and globally strong convex–concave smooth functions.
We derive a sufficient condition on the learning rate {{formula:6f8ef826-93b6-4dd2-ac01-91aa2b38c3a2}} to guar... | i | 87ebc39b9acf140c12e9a566b3eea665 |
In the case of Enceladus, its much smaller mass precludes a scenario involving the migration of the moon over substantial distances. However, several scenarios propose that the small and mid-sized moons of Saturn are not primordial but rather represent a second generation of satellites which would either derive from th... | d | d1a6f7ec7150aeafaf0858b5090a6728 |
Within our numerical calculations,
we obtain a sizable induced gap corresponding to almost {{formula:153bea49-c97c-491f-a2ff-d240c63759f8}} of the parent pair potential {{formula:5f2fb0b0-6046-4410-a0c9-72fa869dcd23}} ,
which is comparable to the induced gap of the planar TJJ {{cite:6dcaab01079b67c8545761de744c460eb16... | d | 2585c56abb1e0f735d887f70ab100473 |
where {{formula:8eb9b43c-eefc-4e9d-aa2c-22e135e19a00}} is the position of the microphone, {{formula:794628b8-02b9-431a-a0e2-cc11068adf8f}} is the position of the {{formula:3cd08a39-e736-46c9-9036-bf8187e0a93f}} -th source, {{formula:84cb63b5-4cd8-449b-a1e8-204af7796816}} is the set of visible image sources for the r... | m | f0ccf8547f7d5bee0e199cff31d45e86 |
On the positive side, finding the canonical direct base from the meet-irreducible
elements (and vice-versa) is equivalent to hypergraph dualization
{{cite:1e1d60a0f021c5e3f36ba9f97f78ae31813d8155}}, {{cite:4afeb61cc625b7fa448bc5398f52fa03fd905930}}, {{cite:14dd4077ab5e8a91cc396fbcf0b6ecfd175e79e2}}.
Adaricheva et al. {... | r | fc959a6e91f4a516e37d47385078edad |
We also perform transfer learning tasks on various datasetsThe link to Birdsnap dataset is broken or refers to a dataset with missing data, making it difficult to make a direct comparison.. The ResNet50 backbone was pretrained on Imagenet1K over 800 epochs with a batch size of 4096. By following the linear evaluation p... | r | ba4e10a1e6efad86b257b4fc9de568c7 |
We have seen that the leading soft theorems in gauge theory and gravity have natural interpretations in terms of the infinite-dimensional geometry of vacuum manifolds. This point of view has some natural extensions that would be interesting to investigate. For instance, the subleading soft graviton theorem is universal... | d | 31e5892f55416698dcf7b6a5184c472f |
In a recent study of galaxies in chaotic environments at high redshift (Cosmic Assembly Near-infrared Deep Extragalactic Legacy Survey, CANDELS) by {{cite:f47b4b832898d7d8663e759102d91a4ffa54ce46}}, a linear correlation between the SFR and the stellar mass was found. Although CANDELS galaxies are early-type at {{formul... | d | aabc571c89a740d5322efba0dfd9332e |
In {{cite:193faeb3fb16a4c8352f67ff0acb0af69df46241}}, {{cite:4ca5db159d98dfaefcb0b917901b793499469089}}, Asratian and Kamalian obtained the following two
results.
| r | 7842b179b1532924ba2b9588db44c27d |
The diversified requirements lead to a variety of registration approaches.
Some prior approaches {{cite:58ac5114ae8933f0de6307a38c2b79f4a64ee7d2}}, {{cite:6b38dd0ed9b034fa41707b8250d824dea030757e}}, {{cite:66ef8581d82763349b2b7bb1e13aed94b6928381}}, namely local approaches, focused on time-efficiency and accuracy. Howe... | i | 3d0c37654cb668823adfb728d889d10b |
There should be enough abundance for a certain element in the dense medium or the GRB ejecta, such that the element can be identified in a spectrum. However, GRB nucleosynthesis related to hydrodynamics and microphysics in the GRB central engine is quite complicated. For example, {{cite:a3f31f7ea5492a055033843dd62613d4... | d | 8dec7f385b32d419c16c0163ad95b71a |
Most of the work devoted to the study of critical transitions in ecology considers transitions
that occur due to the loss of stability via a classical bifurcation at some critical threshold of environmental conditions (e.g. critical resource concentration, atmospheric temperature, CO2-concentration) and often involve h... | i | e2a65d91df4d23b72e43713d5796494e |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.