├── .gitignore ├── Pansharpening_Hyper_SR_Matlab_Test_Package ├── .Avg_RR_Assessment.tex.swp ├── AWLP │ └── AWLP.m ├── Avg_RR_Assessment.tex ├── BDSD │ ├── BDSD.m │ ├── BDSD_PC.m │ └── C_BDSD.m ├── BT-H │ └── BroveyRegHazeMin.m ├── Demo1_Reduced_Resolution_WV3_MultiExm.m ├── Demo2_Full_Resolution_WV3_multi.m ├── FE-HPM │ ├── FE.m │ └── FE_HPM.m ├── FR_Assessment.tex ├── GLP │ ├── GS2_GLP.m │ ├── MTF_GLP.m │ ├── MTF_GLP_FS.m │ ├── MTF_GLP_HPM.m │ ├── MTF_GLP_HPM_Haze_min.m │ └── MTF_GLP_HPM_R.m ├── GS │ ├── GS.m │ ├── GSA.m │ └── GS_Segm.m ├── MF │ ├── MF_HG_Pansharpen.m │ └── Pyr_Dec.m ├── PNN │ ├── PNN.m │ ├── PNNplus.m │ ├── fine_tune.m │ ├── ft_learning_rate.m │ ├── input_preparation.m │ ├── input_preparation_.m │ ├── load_layers.m │ ├── maeRegressionLayer.m │ ├── model_scope.m │ └── resize_images_GNyq.m ├── PRACS │ └── PRACS.m ├── PWMBF │ ├── PWMBF.m │ ├── compute_PhiTX.m │ ├── compute_PhiX.m │ └── rwt │ │ ├── .gitignore │ │ ├── AUTHORS │ │ ├── HACKING │ │ ├── INSTALL │ │ ├── LICENSE │ │ ├── README │ │ ├── bin │ │ ├── HardTh.m │ │ ├── SoftTh.m │ │ ├── compile.m │ │ ├── daubcqf.m │ │ ├── denoise.m │ │ ├── makesig.m │ │ ├── mdwt.m │ │ ├── midwt.m │ │ ├── mirdwt.m │ │ ├── mrdwt.m │ │ └── setopt.m │ │ ├── dist │ │ ├── 2.01 │ │ │ ├── INSTALL │ │ │ ├── README │ │ │ ├── RWT-2.01.tar.Z │ │ │ └── doc │ │ │ │ └── index.html │ │ └── 2.3 │ │ │ ├── INSTALL │ │ │ ├── INSTALL_PRECOMPILED │ │ │ ├── LICENSE │ │ │ └── README │ │ ├── doc │ │ └── Doxyfile.in │ │ ├── lib │ │ ├── inc │ │ │ ├── rwt_init.h │ │ │ ├── rwt_platform.h │ │ │ └── rwt_transforms.h │ │ └── src │ │ │ ├── dwt.c │ │ │ ├── idwt.c │ │ │ ├── init.c │ │ │ ├── irdwt.c │ │ │ ├── platform.c │ │ │ └── rdwt.c │ │ ├── mex │ │ ├── mdwt.c │ │ ├── midwt.c │ │ ├── mirdwt.c │ │ └── mrdwt.c │ │ ├── python │ │ ├── LICENSE.numpy │ │ ├── numpy.i │ │ ├── rwt.i │ │ └── test_rwt.py │ │ └── tests │ │ ├── matlab_xunit │ │ ├── Readme.html │ │ ├── architecture │ │ │ ├── class_diagram_a.vsd │ │ │ ├── class_diagram_b.vsd │ │ │ ├── class_diagram_c.vsd │ │ │ ├── html │ │ │ │ ├── class_diagram_a.gif │ │ │ │ ├── class_diagram_b.gif │ │ │ │ ├── class_diagram_c.gif │ │ │ │ └── matlab_xunit_architecture.html │ │ │ ├── matlab_xunit_architecture.m │ │ │ └── testSample.m │ │ ├── doc │ │ │ ├── +abc │ │ │ │ └── +tests │ │ │ │ │ ├── test_that.m │ │ │ │ │ └── test_this.m │ │ │ ├── +abc_tests │ │ │ │ ├── test_that.m │ │ │ │ └── test_this.m │ │ │ ├── exException.m │ │ │ ├── exQuickStart.m │ │ │ ├── exRunSpecificTest.m │ │ │ ├── exRunTestsInADirectory.m │ │ │ ├── exRunTestsInPackage.m │ │ │ ├── exSilentRunning.m │ │ │ ├── exSubfunctionTests.m │ │ │ ├── exTestCase.m │ │ │ ├── exTestCaseSearching.m │ │ │ ├── exTestFixtures.m │ │ │ ├── exTolerance.m │ │ │ ├── example_quick_start │ │ │ │ ├── testFliplrMatrix.m │ │ │ │ └── testFliplrVector.m │ │ │ ├── example_subfunction_tests │ │ │ │ └── testFliplr.m │ │ │ ├── examples_general │ │ │ │ ├── TestUsingTestCase.m │ │ │ │ ├── testBadSinTest.m │ │ │ │ ├── testCos.m │ │ │ │ ├── testSetupExample.m │ │ │ │ ├── testSin.m │ │ │ │ └── testWithSetupError.m │ │ │ ├── helptoc.xml │ │ │ ├── html │ │ │ │ ├── exException.html │ │ │ │ ├── exQuickStart.html │ │ │ │ ├── exRunSpecificTest.html │ │ │ │ ├── exRunTestsInADirectory.html │ │ │ │ ├── exRunTestsInPackage.html │ │ │ │ ├── exSilentRunning.html │ │ │ │ ├── exSubfunctionTests.html │ │ │ │ ├── exTestCase.html │ │ │ │ ├── exTestCaseSearching.html │ │ │ │ ├── exTestFixtures.html │ │ │ │ └── exTolerance.html │ │ │ ├── index.html │ │ │ ├── release-history.html │ │ │ └── xunit_product_page.html │ │ ├── obsolete │ │ │ ├── +mtest │ │ │ │ └── +utils │ │ │ │ │ ├── Contents.m │ │ │ │ │ ├── compareFloats.m │ │ │ │ │ ├── containsRegexp.m │ │ │ │ │ ├── generateDoc.m │ │ │ │ │ ├── isAlmostEqual.m │ │ │ │ │ ├── isSetUpString.m │ │ │ │ │ ├── isTearDownString.m │ │ │ │ │ ├── isTestCaseSubclass.m │ │ │ │ │ ├── isTestString.m │ │ │ │ │ └── parseFloatAssertInputs.m │ │ │ ├── assertAlmostEqual.m │ │ │ ├── mtest.m │ │ │ └── tests │ │ │ │ ├── MtestTest.m │ │ │ │ ├── cwd_test │ │ │ │ ├── TestCaseSubclass.m │ │ │ │ ├── testFoobar.m │ │ │ │ └── testSubfunctions.m │ │ │ │ ├── testAssertAlmostEqual.m │ │ │ │ └── testIsAlmostEqual.m │ │ ├── tests │ │ │ ├── +xunit │ │ │ │ └── +mocktests │ │ │ │ │ ├── +subpkg │ │ │ │ │ └── test_a_bit.m │ │ │ │ │ ├── A.m │ │ │ │ │ ├── B.m │ │ │ │ │ ├── FooTest.m │ │ │ │ │ ├── helper_that.m │ │ │ │ │ ├── test_that.m │ │ │ │ │ └── test_this.m │ │ │ ├── Readme.m │ │ │ ├── RuntestsTest.m │ │ │ ├── TestCaseTest.m │ │ │ ├── TestCaseWithAddPathTest.m │ │ │ ├── TestFuncHandleTests.m │ │ │ ├── TestRunLoggerTest.m │ │ │ ├── TestSuiteTest.m │ │ │ ├── ThrowsExceptionTest.m │ │ │ ├── almost_black.tif │ │ │ ├── black.tif │ │ │ ├── cwd_test │ │ │ │ ├── TestCaseSubclass.m │ │ │ │ ├── testFoobar.m │ │ │ │ └── testSubfunctions.m │ │ │ ├── dir1 │ │ │ │ └── test_thatPasses.m │ │ │ ├── dir2 │ │ │ │ └── test_thatFails.m │ │ │ ├── empty_file │ │ │ ├── helper_classes │ │ │ │ ├── BadFixture.m │ │ │ │ ├── Contents.m │ │ │ │ ├── ExceptionNotThrownTest.m │ │ │ │ ├── FailingTestCase.m │ │ │ │ ├── LoggingTestCase.m │ │ │ │ ├── NoTestMethods.m │ │ │ │ ├── PassingExceptionTest.m │ │ │ │ ├── TestsToBeDiscovered.m │ │ │ │ ├── TwoPassingTests.m │ │ │ │ ├── WrongExceptionThrownTest.m │ │ │ │ ├── notTestString.m │ │ │ │ ├── testFunctionHandlesA.m │ │ │ │ ├── testFunctionHandlesB.m │ │ │ │ ├── testFunctionHandlesC.m │ │ │ │ ├── testFunctionHandlesD.m │ │ │ │ ├── testFunctionHandlesE.m │ │ │ │ ├── testFunctionHandlesTeardownNoSetup.m │ │ │ │ └── testSimple.m │ │ │ ├── testAssertEqual.m │ │ │ ├── testAssertExceptionThrown.m │ │ │ ├── testAssertFalse.m │ │ │ ├── testAssertTrue.m │ │ │ ├── testContainsRegexp.m │ │ │ ├── testIsSetUpString.m │ │ │ ├── testIsTearDownString.m │ │ │ ├── testIsTestCaseSubclass.m │ │ │ ├── testIsTestString.m │ │ │ ├── testRuntestsWithDirectoryName.m │ │ │ ├── test_TestSuiteInDir.m │ │ │ ├── test_arrayToString.m │ │ │ ├── test_assertElementsAlmostEqual.m │ │ │ ├── test_assertFilesEqual.m │ │ │ ├── test_assertVectorsAlmostEqual.m │ │ │ ├── test_compareFloats.m │ │ │ ├── test_comparisonMessage.m │ │ │ ├── test_packageName.m │ │ │ ├── test_parseFloatAssertInputs.m │ │ │ └── test_stringToCellArray.m │ │ └── xunit │ │ │ ├── +xunit │ │ │ └── +utils │ │ │ │ ├── Contents.m │ │ │ │ ├── arrayToString.m │ │ │ │ ├── compareFloats.m │ │ │ │ ├── comparisonMessage.m │ │ │ │ ├── containsRegexp.m │ │ │ │ ├── generateDoc.m │ │ │ │ ├── isAlmostEqual.m │ │ │ │ ├── isSetUpString.m │ │ │ │ ├── isTearDownString.m │ │ │ │ ├── isTestCaseSubclass.m │ │ │ │ ├── isTestString.m │ │ │ │ ├── parseFloatAssertInputs.m │ │ │ │ └── stringToCellArray.m │ │ │ ├── CommandWindowTestRunDisplay.m │ │ │ ├── Contents.m │ │ │ ├── FunctionHandleTestCase.m │ │ │ ├── TestCase.m │ │ │ ├── TestCaseInDir.m │ │ │ ├── TestCaseWithAddPath.m │ │ │ ├── TestComponent.m │ │ │ ├── TestComponentInDir.m │ │ │ ├── TestRunDisplay.m │ │ │ ├── TestRunLogger.m │ │ │ ├── TestRunMonitor.m │ │ │ ├── TestSuite.m │ │ │ ├── TestSuiteInDir.m │ │ │ ├── VerboseTestRunDisplay.m │ │ │ ├── assertElementsAlmostEqual.m │ │ │ ├── assertEqual.m │ │ │ ├── assertExceptionThrown.m │ │ │ ├── assertFalse.m │ │ │ ├── assertFilesEqual.m │ │ │ ├── assertTrue.m │ │ │ ├── assertVectorsAlmostEqual.m │ │ │ ├── info.xml │ │ │ ├── initTestSuite.m │ │ │ └── runtests.m │ │ ├── octave │ │ ├── assertEqual.m │ │ ├── assertVectorsAlmostEqual.m │ │ ├── runtests.m │ │ ├── test_denoise.m │ │ ├── test_makesig.m │ │ ├── test_mdwt.m │ │ ├── test_midwt.m │ │ ├── test_mirdwt.m │ │ ├── test_mrdwt.m │ │ └── test_setopt.m │ │ ├── runtests.m │ │ ├── test_daubcqf.m │ │ ├── test_denoise.m │ │ ├── test_makesig.m │ │ ├── test_mdwt.m │ │ ├── test_midwt.m │ │ ├── test_mirdwt.m │ │ ├── test_mrdwt.m │ │ └── test_setopt.m ├── Quality_Indices │ ├── D_lambda.m │ ├── D_lambda_K.m │ ├── D_s.m │ ├── ERGAS.m │ ├── HQNR.m │ ├── Q.m │ ├── QNR.m │ ├── SAM.m │ ├── SCC.m │ ├── img_qi.m │ ├── mse.m │ ├── norm_blocco.m │ ├── onion_mult.m │ ├── onion_mult2D.m │ ├── onions_quality.m │ ├── psnr_index.m │ ├── q2n.m │ └── ssim.m ├── RR │ ├── RRpansharp.m │ └── manopt │ │ ├── checkinstall │ │ └── basicexample.m │ │ ├── examples │ │ ├── PCA_stochastic.m │ │ ├── dominant_invariant_subspace.m │ │ ├── dominant_invariant_subspace_complex.m │ │ ├── elliptope_SDP.m │ │ ├── elliptope_SDP_complex.m │ │ ├── essential_svd.m │ │ ├── generalized_eigenvalue_computation.m │ │ ├── generalized_procrustes.m │ │ ├── low_rank_dist_completion.m │ │ ├── low_rank_matrix_completion.m │ │ ├── low_rank_tensor_completion.m │ │ ├── maxcut.m │ │ ├── nonlinear_eigenspace.m │ │ ├── packing_on_the_sphere.m │ │ ├── positive_definite_karcher_mean.m │ │ ├── radio_interferometric_calibration.m │ │ ├── robust_pca.m │ │ ├── shapefit_smoothed.m │ │ ├── sparse_pca.m │ │ ├── thomson_problem.m │ │ └── truncated_svd.m │ │ ├── importmanopt.m │ │ ├── manopt │ │ ├── core │ │ │ ├── StoreDB.m │ │ │ ├── applyStatsfun.m │ │ │ ├── canGetApproxGradient.m │ │ │ ├── canGetApproxHessian.m │ │ │ ├── canGetCost.m │ │ │ ├── canGetDirectionalDerivative.m │ │ │ ├── canGetEuclideanGradient.m │ │ │ ├── canGetGradient.m │ │ │ ├── canGetHessian.m │ │ │ ├── canGetLinesearch.m │ │ │ ├── canGetPartialEuclideanGradient.m │ │ │ ├── canGetPartialGradient.m │ │ │ ├── canGetPrecon.m │ │ │ ├── canGetSqrtPrecon.m │ │ │ ├── canGetSubgradient.m │ │ │ ├── getApproxGradient.m │ │ │ ├── getApproxHessian.m │ │ │ ├── getCost.m │ │ │ ├── getCostGrad.m │ │ │ ├── getDirectionalDerivative.m │ │ │ ├── getEuclideanGradient.m │ │ │ ├── getGlobalDefaults.m │ │ │ ├── getGradient.m │ │ │ ├── getGradientFD.m │ │ │ ├── getHessian.m │ │ │ ├── getHessianFD.m │ │ │ ├── getLinesearch.m │ │ │ ├── getPartialEuclideanGradient.m │ │ │ ├── getPartialGradient.m │ │ │ ├── getPrecon.m │ │ │ ├── getSqrtPrecon.m │ │ │ ├── getStore.m │ │ │ ├── getSubgradient.m │ │ │ ├── handle_light.m │ │ │ ├── mergeOptions.m │ │ │ ├── purgeStoredb.m │ │ │ ├── setStore.m │ │ │ └── stoppingcriterion.m │ │ ├── manifolds │ │ │ ├── complexcircle │ │ │ │ ├── complexcirclefactory.m │ │ │ │ └── realphasefactory.m │ │ │ ├── essential │ │ │ │ ├── essential_costE2cost.m │ │ │ │ ├── essential_egradE2egrad.m │ │ │ │ ├── essential_ehessE2ehess.m │ │ │ │ ├── essential_flat.m │ │ │ │ ├── essential_hat3.m │ │ │ │ ├── essential_sharp.m │ │ │ │ ├── essentialfactory.m │ │ │ │ └── privateessential │ │ │ │ │ ├── essential_closestRepresentative.m │ │ │ │ │ ├── essential_distMinAngle.m │ │ │ │ │ ├── essential_distMinAnglePair.m │ │ │ │ │ ├── essential_distMinAnglePair_base.m │ │ │ │ │ ├── essential_distMinAnglePair_computeDfBreak.m │ │ │ │ │ ├── essential_distMinAnglePair_dfNewton.m │ │ │ │ │ ├── essential_distMinAnglePair_discontinuityDistance.m │ │ │ │ │ ├── essential_distMinAnglePair_ft.m │ │ │ │ │ ├── essential_distMinAnglePair_ftFromQ.m │ │ │ │ │ ├── essential_distMinAnglePair_test.m │ │ │ │ │ └── modAngle.m │ │ │ ├── euclidean │ │ │ │ ├── centeredmatrixfactory.m │ │ │ │ ├── euclideancomplexfactory.m │ │ │ │ ├── euclideanfactory.m │ │ │ │ ├── shapefitfactory.m │ │ │ │ ├── skewsymmetricfactory.m │ │ │ │ └── symmetricfactory.m │ │ │ ├── fixedrank │ │ │ │ ├── fixedrankMNquotientfactory.m │ │ │ │ ├── fixedrankembeddedfactory.m │ │ │ │ ├── fixedrankfactory_2factors.m │ │ │ │ ├── fixedrankfactory_2factors_preconditioned.m │ │ │ │ ├── fixedrankfactory_2factors_subspace_projection.m │ │ │ │ ├── fixedrankfactory_3factors.m │ │ │ │ └── fixedrankfactory_3factors_preconditioned.m │ │ │ ├── fixedranktensors │ │ │ │ ├── fixedrankfactory_tucker_preconditioned.m │ │ │ │ └── tucker2multiarray.m │ │ │ ├── grassmann │ │ │ │ ├── grassmanncomplexfactory.m │ │ │ │ ├── grassmannfactory.m │ │ │ │ └── grassmanngeneralizedfactory.m │ │ │ ├── multinomial │ │ │ │ └── multinomialfactory.m │ │ │ ├── oblique │ │ │ │ ├── obliquecomplexfactory.m │ │ │ │ └── obliquefactory.m │ │ │ ├── rotations │ │ │ │ ├── randrot.m │ │ │ │ ├── randskew.m │ │ │ │ └── rotationsfactory.m │ │ │ ├── specialeuclidean │ │ │ │ └── specialeuclideanfactory.m │ │ │ ├── sphere │ │ │ │ ├── spherecomplexfactory.m │ │ │ │ ├── spherefactory.m │ │ │ │ └── spheresymmetricfactory.m │ │ │ ├── stiefel │ │ │ │ ├── stiefelcomplexfactory.m │ │ │ │ ├── stiefelfactory.m │ │ │ │ ├── stiefelgeneralizedfactory.m │ │ │ │ └── stiefelstackedfactory.m │ │ │ └── symfixedrank │ │ │ │ ├── elliptopefactory.m │ │ │ │ ├── spectrahedronfactory.m │ │ │ │ ├── symfixedrankYYcomplexfactory.m │ │ │ │ ├── symfixedrankYYfactory.m │ │ │ │ └── sympositivedefinitefactory.m │ │ ├── solvers │ │ │ ├── barzilaiborwein │ │ │ │ └── barzilaiborwein.m │ │ │ ├── bfgs │ │ │ │ └── rlbfgs.m │ │ │ ├── conjugategradient │ │ │ │ ├── conjugategradient.m │ │ │ │ └── linear_conjugategradient.m │ │ │ ├── gradientapproximations │ │ │ │ └── approxgradientFD.m │ │ │ ├── hessianapproximations │ │ │ │ └── approxhessianFD.m │ │ │ ├── linesearch │ │ │ │ ├── linesearch.m │ │ │ │ ├── linesearch_adaptive.m │ │ │ │ ├── linesearch_decrease.m │ │ │ │ └── linesearch_hint.m │ │ │ ├── neldermead │ │ │ │ ├── centroid.m │ │ │ │ └── neldermead.m │ │ │ ├── preconditioners │ │ │ │ └── preconhessiansolve.m │ │ │ ├── pso │ │ │ │ └── pso.m │ │ │ ├── steepestdescent │ │ │ │ └── steepestdescent.m │ │ │ ├── stochasticgradient │ │ │ │ ├── stepsize_sg.m │ │ │ │ └── stochasticgradient.m │ │ │ └── trustregions │ │ │ │ ├── tCG.m │ │ │ │ └── trustregions.m │ │ └── tools │ │ │ ├── checkdiff.m │ │ │ ├── checkgradient.m │ │ │ ├── checkhessian.m │ │ │ ├── checkretraction.m │ │ │ ├── criticalpointfinder.m │ │ │ ├── dexpm.m │ │ │ ├── dfunm.m │ │ │ ├── diagsum.m │ │ │ ├── dlogm.m │ │ │ ├── dsqrtm.m │ │ │ ├── grammatrix.m │ │ │ ├── hashmd5.m │ │ │ ├── hessianextreme.m │ │ │ ├── hessianmatrix.m │ │ │ ├── hessianspectrum.m │ │ │ ├── identify_linear_piece.m │ │ │ ├── lincomb.m │ │ │ ├── manoptsolve.m │ │ │ ├── matrixlincomb.m │ │ │ ├── multihconj.m │ │ │ ├── multiherm.m │ │ │ ├── multiprod.m │ │ │ ├── multiscale.m │ │ │ ├── multiskew.m │ │ │ ├── multisqnorm.m │ │ │ ├── multisym.m │ │ │ ├── multitrace.m │ │ │ ├── multitransp.m │ │ │ ├── orthogonalize.m │ │ │ ├── plotprofile.m │ │ │ ├── powermanifold.m │ │ │ ├── productmanifold.m │ │ │ ├── smallestinconvexhull.m │ │ │ ├── statsfunhelper.m │ │ │ ├── surfprofile.m │ │ │ ├── tangent2vec.m │ │ │ ├── tangentorthobasis.m │ │ │ ├── tangentspacefactory.m │ │ │ └── tangentspherefactory.m │ │ └── manopt_version.m ├── SR-D │ ├── CS.m │ ├── Dict_Learn.m │ ├── OMP.m │ └── OMP_Rec_Detile.m ├── TV │ └── TV_pansharpen.m ├── Tools │ ├── LPfilter.m │ ├── LPfilterGauss.m │ ├── LPfilterPlusDec.m │ ├── MTF.m │ ├── MTF_PAN.m │ ├── estimation_alpha.m │ ├── genMTF.m │ ├── gen_LP_image.m │ ├── indexes_evaluation.m │ ├── indexes_evaluation_FS.m │ ├── indwt2_working.m │ ├── interp23tap.m │ ├── k_means_clustering.m │ ├── matrix2latex.m │ ├── ndwt2_working.m │ ├── printImage.m │ ├── rectangleonimage.m │ ├── resize_images.m │ ├── showImage4.m │ ├── showImage4LR.m │ ├── showImage4LR_zoomin.m │ ├── showImage4_zoomin.m │ ├── showImage8.m │ ├── showImage8LR.m │ ├── showImage8LR_zoomin.m │ ├── showImage8_zoomin.asv │ ├── showImage8_zoomin.m │ ├── showImagesAll.m │ ├── showImagesAllOld.m │ ├── showPan.m │ ├── showPan_zoomin.m │ ├── tight_subplot.m │ ├── viewimage.m │ └── viewimage2.m ├── analysis_ref_batched_images.m ├── analysis_ref_unbatched_images.m ├── analysis_unref_batched_images.asv ├── analysis_unref_batched_images.m ├── analysis_unref_unbatched_images.m ├── nohup.out ├── printAllImagesImWriteFR.m ├── printAllImagesImWriteRR.m ├── quality_assess.m ├── rantest.m ├── read_h5_data.m └── ssim_index.m ├── README.md ├── accelerate_run_VIS_IR_engine.py ├── accelerate_run_hyper_ms_engine.py ├── accelerate_run_main.py ├── configs ├── FeINFN_config.yaml ├── LEMamba_config.yaml ├── MGDN_config.yaml ├── MIMO_SST_config.yaml ├── cssnet_config.yaml ├── dcfnet_config.yaml ├── dct_config.yaml ├── fuseformer_config.yaml ├── fusionnet_config.yaml ├── gppnn_config.yaml ├── gppnn_cvpr_config.yaml ├── hpmnet_config.yaml ├── hsrnet_config.yaml ├── huggingface │ ├── accelerate.yaml │ ├── accelerate_fsdp_config.yaml │ ├── deepspeed_ZERO1_config.json │ ├── deepspeed_ZERO2_bf16_config.json │ ├── deepspeed_ZERO2_config.json │ ├── deepspeed_ZERO2_offload_config.json │ ├── deepspeed_ZERO3_config.json │ └── deepspeed_ZERO3_offload_config.json ├── hyper_transformer_config.yaml ├── hypertransformer_config.yaml ├── hypertransformer_pre_config.yaml ├── lformer_config.yaml ├── m3dnet_config.yaml ├── mmnet_config.yaml ├── panformer_config.yaml ├── panmamba_eccv_config.yaml ├── pannet_config.yaml ├── pmacnet_config.yaml ├── pscfnet_config.yaml ├── restfnet_config.yaml ├── ssrnet_config.yaml └── ydtr_config.yaml ├── model ├── 3DT-Net.py ├── CSSNet.py ├── DCFNet.py ├── DHIF.py ├── DSPNet.py ├── FeINFN.py ├── FusionNet.py ├── GPPNN.py ├── HPMNet.py ├── LAGConv.py ├── LEMamba.py ├── LFormer.py ├── LGTEUN.py ├── M3DNet.py ├── MGDN.py ├── MIMO_SST.py ├── MoGDCN.py ├── PANNet.py ├── PSCFNet.py ├── PanMamba_ECCV.py ├── ResTFNet.py ├── SSRNet.py ├── YDTR.py ├── __init__.py ├── _cssnet_function.py ├── base_model.py ├── build_network.py ├── fuseformer.py ├── gppnn_cvpr.py ├── hsrnet.py ├── hypertransformer.py ├── mamba_scan │ ├── README.md │ ├── csrc │ │ └── selective_scan │ │ │ ├── cus │ │ │ ├── selective_scan.cpp │ │ │ ├── selective_scan_bwd_kernel.cuh │ │ │ ├── selective_scan_core_bwd.cu │ │ │ ├── selective_scan_core_fwd.cu │ │ │ └── selective_scan_fwd_kernel.cuh │ │ │ ├── cusndstate │ │ │ ├── selective_scan_bwd_kernel_ndstate.cuh │ │ │ ├── selective_scan_core_bwd.cu │ │ │ ├── selective_scan_core_fwd.cu │ │ │ ├── selective_scan_fwd_kernel_ndstate.cuh │ │ │ ├── selective_scan_ndstate.cpp │ │ │ └── selective_scan_ndstate.h │ │ │ ├── cusnrow │ │ │ ├── selective_scan_bwd_kernel_nrow.cuh │ │ │ ├── selective_scan_core_bwd.cu │ │ │ ├── selective_scan_core_bwd2.cu │ │ │ ├── selective_scan_core_bwd3.cu │ │ │ ├── selective_scan_core_bwd4.cu │ │ │ ├── selective_scan_core_fwd.cu │ │ │ ├── selective_scan_core_fwd2.cu │ │ │ ├── selective_scan_core_fwd3.cu │ │ │ ├── selective_scan_core_fwd4.cu │ │ │ ├── selective_scan_fwd_kernel_nrow.cuh │ │ │ └── selective_scan_nrow.cpp │ │ │ ├── cusoflex │ │ │ ├── selective_scan_bwd_kernel_oflex.cuh │ │ │ ├── selective_scan_core_bwd.cu │ │ │ ├── selective_scan_core_fwd.cu │ │ │ ├── selective_scan_fwd_kernel_oflex.cuh │ │ │ └── selective_scan_oflex.cpp │ │ │ ├── reverse_scan.cuh │ │ │ ├── selective_scan.h │ │ │ ├── selective_scan_common.h │ │ │ ├── static_switch.h │ │ │ └── uninitialized_copy.cuh │ ├── selective_scan.egg-info │ │ └── PKG-INFO │ ├── setup.py │ ├── test_selective_scan.py │ ├── test_selective_scan_easy.py │ └── test_selective_scan_speed.py ├── mmnet.py ├── module │ ├── M3D_attention.py │ ├── __init__.py │ ├── attention.py │ ├── csm_triton.py │ ├── fe_block.py │ ├── helper_func.py │ ├── inv_block.py │ ├── layer_norm.py │ ├── linformer_attn.py │ ├── mamba_scan │ │ ├── README.md │ │ ├── csrc │ │ │ └── selective_scan │ │ │ │ ├── cus │ │ │ │ ├── selective_scan.cpp │ │ │ │ ├── selective_scan_bwd_kernel.cuh │ │ │ │ ├── selective_scan_core_bwd.cu │ │ │ │ ├── selective_scan_core_fwd.cu │ │ │ │ └── selective_scan_fwd_kernel.cuh │ │ │ │ ├── cusndstate │ │ │ │ ├── selective_scan_bwd_kernel_ndstate.cuh │ │ │ │ ├── selective_scan_core_bwd.cu │ │ │ │ ├── selective_scan_core_fwd.cu │ │ │ │ ├── selective_scan_fwd_kernel_ndstate.cuh │ │ │ │ ├── selective_scan_ndstate.cpp │ │ │ │ └── selective_scan_ndstate.h │ │ │ │ ├── cusnrow │ │ │ │ ├── selective_scan_bwd_kernel_nrow.cuh │ │ │ │ ├── selective_scan_core_bwd.cu │ │ │ │ ├── selective_scan_core_bwd2.cu │ │ │ │ ├── selective_scan_core_bwd3.cu │ │ │ │ ├── selective_scan_core_bwd4.cu │ │ │ │ ├── selective_scan_core_fwd.cu │ │ │ │ ├── selective_scan_core_fwd2.cu │ │ │ │ ├── selective_scan_core_fwd3.cu │ │ │ │ ├── selective_scan_core_fwd4.cu │ │ │ │ ├── selective_scan_fwd_kernel_nrow.cuh │ │ │ │ └── selective_scan_nrow.cpp │ │ │ │ ├── cusoflex │ │ │ │ ├── selective_scan_bwd_kernel_oflex.cuh │ │ │ │ ├── selective_scan_core_bwd.cu │ │ │ │ ├── selective_scan_core_fwd.cu │ │ │ │ ├── selective_scan_fwd_kernel_oflex.cuh │ │ │ │ └── selective_scan_oflex.cpp │ │ │ │ ├── reverse_scan.cuh │ │ │ │ ├── selective_scan.h │ │ │ │ ├── selective_scan_common.h │ │ │ │ ├── static_switch.h │ │ │ │ └── uninitialized_copy.cuh │ │ ├── selective_scan.egg-info │ │ │ └── PKG-INFO │ │ ├── setup.py │ │ ├── test_selective_scan.py │ │ ├── test_selective_scan_easy.py │ │ └── test_selective_scan_speed.py │ ├── mlp.py │ ├── mobile_vit_v2_attn.py │ ├── nonlocal_block.py │ ├── patch_merge_module │ │ ├── import_module.py │ │ ├── py310_module │ │ │ └── PatchMergeModule.cpython-310-x86_64-linux-gnu.so │ │ ├── py312_module │ │ │ └── PatchMergeModule.cpython-312-x86_64-linux-gnu.so │ │ ├── py37_module │ │ │ └── PatchMergeModule.cpython-37m-x86_64-linux-gnu.so │ │ ├── py38_module │ │ │ └── PatchMergeModule.cpython-38-x86_64-linux-gnu.so │ │ └── py39_module │ │ │ └── PatchMergeModule.cpython-39-x86_64-linux-gnu.so │ ├── performer_attn.py │ ├── refine.py │ ├── resblock.py │ ├── stem.py │ ├── swin.py │ ├── thops.py │ ├── tome.py │ ├── vim_module_used_in_panmamba_zhouman │ │ ├── Vim │ │ │ ├── .gitignore │ │ │ ├── README.md │ │ │ ├── assets │ │ │ │ ├── vim_pipeline_v1.9.png │ │ │ │ └── vim_teaser_v1.7.png │ │ │ ├── causal-conv1d │ │ │ │ ├── .cache │ │ │ │ │ └── matplotlib │ │ │ │ │ │ └── fontlist-v330.json │ │ │ │ ├── AUTHORS │ │ │ │ ├── LICENSE │ │ │ │ ├── README.md │ │ │ │ ├── causal_conv1d-1.0.0+cu118torch2.2cxx11abiFALSE-cp39-cp39-linux_x86_64.whl │ │ │ │ ├── causal_conv1d │ │ │ │ │ ├── __init__.py │ │ │ │ │ └── causal_conv1d_interface.py │ │ │ │ ├── csrc │ │ │ │ │ ├── causal_conv1d.cpp │ │ │ │ │ ├── causal_conv1d.h │ │ │ │ │ ├── causal_conv1d_bwd.cu │ │ │ │ │ ├── causal_conv1d_common.h │ │ │ │ │ ├── causal_conv1d_fwd.cu │ │ │ │ │ ├── causal_conv1d_update.cu │ │ │ │ │ └── static_switch.h │ │ │ │ ├── setup.py │ │ │ │ └── tests │ │ │ │ │ └── test_causal_conv1d.py │ │ │ ├── mamba-1p1p1 │ │ │ │ ├── .cache │ │ │ │ │ └── matplotlib │ │ │ │ │ │ └── fontlist-v330.json │ │ │ │ ├── .github │ │ │ │ │ └── workflows │ │ │ │ │ │ └── publish.yaml │ │ │ │ ├── .gitignore │ │ │ │ ├── .gitmodules │ │ │ │ ├── AUTHORS │ │ │ │ ├── LICENSE │ │ │ │ ├── README.md │ │ │ │ ├── assets │ │ │ │ │ └── selection.png │ │ │ │ ├── benchmarks │ │ │ │ │ └── benchmark_generation_mamba_simple.py │ │ │ │ ├── csrc │ │ │ │ │ └── selective_scan │ │ │ │ │ │ ├── reverse_scan.cuh │ │ │ │ │ │ ├── selective_scan.cpp │ │ │ │ │ │ ├── selective_scan.h │ │ │ │ │ │ ├── selective_scan_bwd_bf16_complex.cu │ │ │ │ │ │ ├── selective_scan_bwd_bf16_real.cu │ │ │ │ │ │ ├── selective_scan_bwd_fp16_complex.cu │ │ │ │ │ │ ├── selective_scan_bwd_fp16_real.cu │ │ │ │ │ │ ├── selective_scan_bwd_fp32_complex.cu │ │ │ │ │ │ ├── selective_scan_bwd_fp32_real.cu │ │ │ │ │ │ ├── selective_scan_bwd_kernel.cuh │ │ │ │ │ │ ├── selective_scan_common.h │ │ │ │ │ │ ├── selective_scan_fwd_bf16.cu │ │ │ │ │ │ ├── selective_scan_fwd_fp16.cu │ │ │ │ │ │ ├── selective_scan_fwd_fp32.cu │ │ │ │ │ │ ├── selective_scan_fwd_kernel.cuh │ │ │ │ │ │ ├── static_switch.h │ │ │ │ │ │ └── uninitialized_copy.cuh │ │ │ │ ├── evals │ │ │ │ │ └── lm_harness_eval.py │ │ │ │ ├── mamba_ssm │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── models │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ ├── config_mamba.py │ │ │ │ │ │ └── mixer_seq_simple.py │ │ │ │ │ ├── modules │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ ├── mamba_simple.py │ │ │ │ │ │ └── mamba_simple_vim_origin.py │ │ │ │ │ ├── ops │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ ├── selective_scan_interface.py │ │ │ │ │ │ └── triton │ │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ │ ├── layernorm.py │ │ │ │ │ │ │ └── selective_state_update.py │ │ │ │ │ └── utils │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ ├── generation.py │ │ │ │ │ │ └── hf.py │ │ │ │ ├── setup.py │ │ │ │ └── tests │ │ │ │ │ └── ops │ │ │ │ │ ├── test_selective_scan.py │ │ │ │ │ └── triton │ │ │ │ │ └── test_selective_state_update.py │ │ │ └── vim │ │ │ │ ├── .gitignore │ │ │ │ ├── LICENSE │ │ │ │ ├── augment.py │ │ │ │ ├── datasets.py │ │ │ │ ├── engine.py │ │ │ │ ├── hubconf.py │ │ │ │ ├── losses.py │ │ │ │ ├── main.py │ │ │ │ ├── models_mamba.py │ │ │ │ ├── rope.py │ │ │ │ ├── run_with_submitit.py │ │ │ │ ├── samplers.py │ │ │ │ ├── scripts │ │ │ │ ├── ft-vim-s.sh │ │ │ │ ├── ft-vim-t.sh │ │ │ │ ├── pt-vim-s.sh │ │ │ │ └── pt-vim-t.sh │ │ │ │ ├── utils.py │ │ │ │ └── vim_requirements.txt │ │ ├── mamba_module.py │ │ └── mamba_simple.py │ └── vmamba_module_v3.py ├── pmacnet.py ├── reciprocal_transformer.py ├── restfnet.py ├── test │ └── LEMamba_test.py ├── u2net.py └── ydtr.py ├── readmes ├── FeINFN.md ├── figs │ ├── le-mamba-HMIF.png │ ├── le-mamba-pansharpening.png │ └── le-mamba-teaser.png ├── le-mamba.md └── lformer.md ├── requirement.txt ├── scripts ├── accelerate_run.sh └── torch_sharpening_run.sh ├── task_datasets ├── GF2.py ├── HISR.py ├── WV3.py ├── __init__.py └── prefetcher.py ├── teasers ├── FeINFN.png ├── fusion-00004N.png ├── ir-00004N.png ├── tesear-seg.png ├── vi-00004N.png ├── yolov5-after-fused.jpg └── yolov5-before-fused.jpg ├── torch_inference_on_sharpening.py ├── torch_run_engine.py ├── torch_run_main.py └── utils ├── FS_index ├── D_lambda_K.py ├── HQNR.py ├── MTF.py ├── MTF_pan.py ├── __init__.py ├── genMTF.py ├── genMTF_pan.py ├── hqnr2.py ├── imresize.py ├── indexes_evaluation_FS.py ├── interp23.py ├── my_D_s.py ├── my_q2n.py └── tools.py ├── __init__.py ├── _metric_legacy.py ├── calculate_metric_from_file.py ├── ema_utils ├── __init__.py ├── ema.py └── post_hoc_ema.py ├── inference_helper_func.py ├── load_params.py ├── log_utils.py ├── loss_landscape ├── .gitignore ├── LICENSE ├── README.md ├── cifar10 │ ├── __init__.py │ ├── dataloader.py │ ├── main.py │ ├── model_loader.py │ └── models │ │ ├── __init__.py │ │ ├── densenet.py │ │ ├── resnet.py │ │ └── vgg.py ├── dataloader.py ├── doc │ └── images │ │ ├── resnet56_noshort_small.jpg │ │ ├── resnet56_sgd_lr=0.1_bs=128_wd=0.0005 │ │ └── model_300.t7_weights_xignore=biasbn_xnorm=filter_yignore=biasbn_ynorm=filter.h5_[-1.0,1.0,51]x[-1.0,1.0,51].h5_train_loss_2dcontour.jpg │ │ ├── resnet56_small.jpg │ │ ├── vgg9_sgd_lr=0.1_bs=128_wd=0.0005_save_epoch=1_model_300.t7_vgg9_sgd_lr=0.1_bs=8192_wd=0.0005_save_epoch=1_model_300.t7_states.h5_[-1.0,1.0,401].h5_1d_loss_acc.jpg │ │ ├── vgg9_sgd_lr=0.1_bs=128_wd=0.0_save_epoch=1 │ │ └── model_300.t7_weights_xignore=biasbn_xnorm=filter.h5_[-1.0,1.0,51].h5_1d_loss_acc.jpg │ │ └── vgg9_sgd_lr=0.1_bs=128_wd=0.0_save_epoch=1_model_300.t7_vgg9_sgd_lr=0.1_bs=8192_wd=0.0_save_epoch=1_model_300.t7_states.h5_[-1.0,1.0,401].h5_1d_loss_acc.jpg ├── evaluation.py ├── h52vtp.py ├── h5_util.py ├── hess_vec_prod.py ├── model_loader.py ├── mpi4pytorch.py ├── net_plotter.py ├── plot_1D.py ├── plot_2D.py ├── plot_hessian_eigen.py ├── plot_surface.py ├── plot_trajectory.py ├── projection.py ├── scheduler.py └── script │ ├── 1d_linear_interpolation_resnet56.sh │ ├── 1d_linear_interpolation_vgg9.sh │ ├── 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