"Equivariant"的相关文档

标签“Equivariant”的相关文档，共17条

Provably Strict Generalisation Benefit for Equivariant Models
ProvablyStrictGeneralisationBeneﬁtforEquivariantModelsBrynElesedy1SheheryarZaidi2AbstractasSokolicetal.(2017);Sannai&Imaizumi(2019),coveronlytheworstcaseperformanceofalgorithms.TheseworksItiswidel...
for Models Provably Equivariant Generalisation
2023-11-16 19:28:3411851.99 MB19
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LieTransformer Equivariant Self-Attention for Lie Groups
LieTransformer:EquivariantSelf-AttentionforLieGroupsMichaelHutchinson1CharlineLeLan1SheheryarZaidi1EmilienDupont1YeeWhyeTeh12HyunjikKim2Abstractducesthenumberofparametersandcomputationalcost.Thisha...
for Equivariant Self-Attention Groups Lie
2023-11-16 19:05:07592775.15 KB29
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Equivariant Networks for Pixelized Spheres
EquivariantNetworksforPixelizedSpheresMehranShakerinava12SiamakRavanbakhsh12AbstractFigure1.Wemodeltherotationalsymmetryofthespherebycom-biningtherotationalsymmetryofaPlatonicsolidandisometriesPixe...
for Networks Equivariant Spheres Pixelized
2023-11-16 18:38:029193.13 MB1
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Equivariant Learning of Stochastic Fields Gaussian Processes and Steerable Conditional Neural Processes
EquivariantLearningofStochasticFields:GaussianProcessesandSteerableConditionalNeuralProcessesPeterHolderrieth1MichaelHutchinson1YeeWhyeTeh12AbstractFigure1.AschematicofEquivariantlearningofvectorﬁ...
Learning of Gaussian Stochastic Processes
2023-11-16 18:38:016731.53 MB21
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Equivariant message passing for the prediction of tensorial properties and molecular spectra
EquivariantMessagePassingforthePredictionofTensorialPropertiesandMolecularSpectraKristofT.Schu¨tt12OliverT.Unke12MichaelGastegger13Abstractoryquicklybecomeprohibitiveforlargesystemsandthepredictio...
of for the Prediction Message
2023-11-16 18:38:016961.09 MB8
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E(n) Equivariant Graph Neural Networks
E(n)EquivariantGraphNeuralNetworksVictorGarciaSatorras1EmielHoogeboom1MaxWelling1AbstractThispaperintroducesanewmodeltolearngraphneuralnetworksEquivarianttorotations,transla-tions,reﬂectionsandper...
Neural Networks Graph Equivariant
2023-11-16 18:37:561019940.86 KB5
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Cyclically Equivariant Neural Decoders for Cyclic Codes
CyclicallyEquivariantNeuralDecodersforCyclicCodesXiangyuChen1MinYe1Abstractcodes,polarcodes,LDPCcodesandReed-Muller(RM)codes.Neuraldecoderswereintroducedasageneraliza-tionoftheclassicBeliefPropagat...
Neural for Codes Cyclic Equivariant
2023-11-16 18:30:557018.99 MB20
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A Practical Method for Constructing Equivariant Multilayer Perceptrons for Arbitrary Matrix Groups
APracticalMethodforConstructingEquivariantMultilayerPerceptronsforArbitraryMatrixGroupsMarcFinzi1MaxWelling2AndrewGordonWilson1AbstractGroupTypeSoOlvuirnCgoAnlsgtorraiitnhtmEquivariantLinearLayerSy...
for Method Practical Multilayer Equivariant
2023-11-16 17:51:56605666.94 KB19
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Universal Equivariant Multilayer Perceptrons
UniversalEquivariantMultilayerPerceptronsSiamakRavanbakhsh12Abstractnecessityofparameter-sharingforinvariancewasusedtoprovethelimitationofasinglelayerPerceptron.Thefollow-Groupinvariantandequivaria...
Multilayer Equivariant universal Perceptrons
2023-11-14 21:46:561519536.54 KB5
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PDO-eConvs Partial Differential Operator Based Equivariant Convolutions
PDO-eConvs:PartialDifferentialOperatorBasedEquivariantConvolutionsZhengyangShen1LingshenHe2ZhouchenLin2JinwenMa1AbstractasigniﬁcantadvantageofCNNsisthattheyareshiftequiv-ariant:shiftinganimageandt...
Operator Based Partial Differential Convolutions
2023-11-14 21:45:491839397.26 KB25
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Lorentz Group Equivariant Neural Network for Particle Physics
LorentzGroupEquivariantNeuralNetworkforParticlePhysicsAlexanderBogatskiy1BrandonAnderson23JanT.Offermann1MarwahRoussi1DavidW.Miller14RisiKondor256Abstractproblemsmayrequireorbeneﬁtfromlatentspacer...
Neural for Group Network Particle
2023-11-14 21:45:045681.1 MB22
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Equivariant Flows exact likelihood generative learning for symmetric densities.
EquivariantFlows:ExactLikelihoodGenerativeLearningforSymmetricDensitiesJonasKo¨hler1LeonKlein1FrankNoe´123Abstractproblems,suchasvalidconformationsofproteins.Normalizingﬂowsareexact-likelihoodge...
Learning for Generative Exact Flows
2023-11-14 21:44:045902.07 MB11
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Equivariant Neural Rendering
EquivariantNeuralRenderingEmilienDupont1MiguelAngelBautista2AlexColburn2AdityaSankar2JoshuaSusskind2QiShan2AbstractFigure1.Fromasingleimage(left),ourmodelinfersascenerepresentationandgeneratesnewvi...
Neural Rendering Equivariant
2023-11-14 21:44:0319694.86 MB12
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Attentive Group Equivariant Convolutional Networks
AttentiveGroupEquivariantConvolutionalNetworksDavidW.Romero1ErikJ.Bekkers2JakubM.Tomczak1MarkHoogendoorn1AbstractFigure1.Meaningfulrelationshipsamongobjectsymmetries.Thougheveryﬁgureiscomposedbyth...
Networks Attentive Group Convolutional Equivariant
2023-11-14 21:43:096001.48 MB18
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Gauge Equivariant Convolutional Networks and the Icosahedral CNN
GaugeEquivariantConvolutionalNetworksandtheIcosahedralCNNTacoS.Cohen1MauriceWeiler2BerkayKicanaoglu2MaxWelling1AbstractFigure1.AgaugeisasmoothlyvaryingchoiceoftangentframeonasubsetUofamanifoldM.Aga...
Networks and the Convolutional Equivariant
2023-11-13 14:47:1719091.3 MB6
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Equivariant Transformer Networks
EquivariantTransformerNetworksKaiShengTai1PeterBailis1GregoryValiant1Abstractscalingtoeachtrainingimage).WhiledataaugmentationtypicallyhelpsreducethetesterrorofCNN-basedmodels,Howcanpriorknowledgeo...
Networks Transformer Equivariant
2023-11-13 14:47:04973520.54 KB3
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Cross-Domain 3D Equivariant Image Embeddings
Cross-Domain3DEquivariantImageEmbeddingsCarlosEsteves1AvneeshSud2ZhengyiLuo1KostasDaniilidis1AmeeshMakadia2AbstractAdesirablepropertyforanimageembeddingisrobustnessto3Dgeometrictransformationsofthe...
3D Embeddings Image Cross-Domain Equivariant
2023-11-13 14:46:4616541.92 MB4
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