| # | Title | Journal | Year | Citations |
|---|
| 1 | A theory for multiresolution signal decomposition: the wavelet representation | IEEE Transactions on Pattern Analysis and Machine Intelligence | 1989 | 16,677 |
| 2 | Singularity detection and processing with wavelets | IEEE Transactions on Information Theory | 1992 | 3,334 |
| 3 | The immersed boundary method | Acta Numerica | 2002 | 3,326 |
| 4 | Numerical analysis of blood flow in the heart | Journal of Computational Physics | 1977 | 2,544 |
| 5 | Characterization of signals from multiscale edges | IEEE Transactions on Pattern Analysis and Machine Intelligence | 1992 | 2,454 |
| 6 | A numerical method for solving incompressible viscous flow problems | Journal of Computational Physics | 1967 | 2,354 |
| 7 | Positive solutions of nonlinear elliptic equations involving critical sobolev exponents | Communications on Pure and Applied Mathematics | 1983 | 2,194 |
| 8 | Natural Image Statistics and Neural Representation | Annual Review of Neuroscience | 2001 | 2,164 |
| 9 | Dimensionality Reduction by Learning an Invariant Mapping | Annual Review of Neuroscience | 0 | 2,080 |
| 10 | Local adaptive mesh refinement for shock hydrodynamics | Journal of Computational Physics | 1989 | 2,058 |
| 11 | Learning Hierarchical Features for Scene Labeling | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2013 | 2,054 |
| 12 | A new algorithm for Monte Carlo simulation of Ising spin systems | Journal of Computational Physics | 1975 | 2,031 |
| 13 | Ensemble samplers with affine invariance | Communications in Applied Mathematics and Computational Science | 2010 | 2,026 |
| 14 | Indoor Segmentation and Support Inference from RGBD Images | Lecture Notes in Computer Science | 2012 | 2,011 |
| 15 | A Numerical Method for Solving Incompressible Viscous Flow Problems | Journal of Computational Physics | 1997 | 1,866 |
| 16 | Geometric Deep Learning: Going beyond Euclidean data | IEEE Signal Processing Magazine | 2017 | 1,846 |
| 17 | Learning a Similarity Metric Discriminatively, with Application to Face Verification | IEEE Signal Processing Magazine | 0 | 1,814 |
| 18 | On the Partial Difference Equations of Mathematical Physics | IBM Journal of Research and Development | 1967 | 1,807 |
| 19 | An Extension Problem Related to the Fractional Laplacian | Communications in Partial Differential Equations | 2007 | 1,800 |
| 20 | Exact Solution of the Percus-Yevick Integral Equation for Hard Spheres | Physical Review Letters | 1963 | 1,537 |
| 21 | Stochastic mRNA Synthesis in Mammalian Cells | PLoS Biology | 2006 | 1,528 |
| 22 | Hydrodynamic Stability Without Eigenvalues | Science | 1993 | 1,409 |
| 23 | 80 Million Tiny Images: A Large Data Set for Nonparametric Object and Scene Recognition | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2008 | 1,376 |
| 24 | A Parametric Texture Model Based on Joint Statistics of Complex Wavelet Coefficients | International Journal of Computer Vision | 2000 | 1,375 |
| 25 | What is the best multi-stage architecture for object recognition? | International Journal of Computer Vision | 2009 | 1,255 |
| 26 | Convolutional networks and applications in vision | International Journal of Computer Vision | 2010 | 1,245 |
| 27 | An image synthesizer | Computer Graphics | 1985 | 1,144 |
| 28 | Fast Probabilistic Algorithms for Verification of Polynomial Identities | Journal of the ACM | 1980 | 1,129 |
| 29 | Spatio-temporal correlations and visual signalling in a complete neuronal population | Nature | 2008 | 1,128 |
| 30 | Nonlinear Schr�dinger equations and sharp interpolation estimates | Communications in Mathematical Physics | 1983 | 1,056 |
| 31 | Invariant Scattering Convolution Networks | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2013 | 991 |
| 32 | Iteratively reweighted least squares minimization for sparse recovery | Communications on Pure and Applied Mathematics | 2010 | 953 |
| 33 | Three integrable Hamiltonian systems connected with isospectral deformations | Advances in Mathematics | 1975 | 923 |
| 34 | Deconvolutional networks | Advances in Mathematics | 2010 | 923 |
| 35 | Stability theory of solitary waves in the presence of symmetry, I | Journal of Functional Analysis | 1987 | 897 |
| 36 | Fast liquid-crystal elastomer swims into the dark | Nature Materials | 2004 | 894 |
| 37 | Adaptive greedy approximations | Constructive Approximation | 1997 | 879 |
| 38 | String method for the study of rare events | Physical Review B | 2002 | 843 |
| 39 | Cellular motions and thermal fluctuations: the Brownian ratchet | Biophysical Journal | 1993 | 822 |
| 40 | Selecting Software Test Data Using Data Flow Information | IEEE Transactions on Software Engineering | 1985 | 798 |
| 41 | On the distribution of the length of the longest increasing subsequence of random permutations | Journal of the American Mathematical Society | 1999 | 752 |
| 42 | On the Foundations of Relaxation Labeling Processes | IEEE Transactions on Pattern Analysis and Machine Intelligence | 1983 | 750 |
| 43 | The relaxation schemes for systems of conservation laws in arbitrary space dimensions | Communications on Pure and Applied Mathematics | 1995 | 734 |
| 44 | An Immersed Boundary Method with Formal Second-Order Accuracy and Reduced Numerical Viscosity | Journal of Computational Physics | 2000 | 734 |
| 45 | Fractional kinetic equations: solutions and applications | Chaos | 1997 | 732 |
| 46 | Constructing the equilibrium ensemble of folding pathways from short off-equilibrium simulations | Proceedings of the National Academy of Sciences of the United States of America | 2009 | 730 |
| 47 | Adaptive deconvolutional networks for mid and high level feature learning | Proceedings of the National Academy of Sciences of the United States of America | 2011 | 718 |
| 48 | Stochastic Volatility for Levy Processes | Mathematical Finance | 2003 | 713 |
| 49 | Inverse scattering on the line | Communications on Pure and Applied Mathematics | 1979 | 712 |
| 50 | Blind deconvolution using a normalized sparsity measure | Communications on Pure and Applied Mathematics | 2011 | 709 |
