Statistical-mechanical approach to image processing K Tanaka Journal of Physics A: Mathematical and General 35 (37), R81, 2002 | 224 | 2002 |
Cluster variation method and image restoration problem K Tanaka, T Morita Physics Letters A 203 (2-3), 122-128, 1995 | 64 | 1995 |
Generation of complex bipartite graphs by using a preferential rewiring process J Ohkubo, K Tanaka, T Horiguchi Physical Review E 72 (3), 036120, 2005 | 62 | 2005 |
Approximate learning algorithm in Boltzmann machines M Yasuda, K Tanaka Neural computation 21 (11), 3130-3178, 2009 | 47 | 2009 |
Dynamics of the maximum marginal likelihood hyperparameter estimation in image restoration: Gradient descent versus expectation and maximization algorithm J Inoue, K Tanaka Physical Review E 65 (1), 016125, 2001 | 46 | 2001 |
Accuracy of the Bethe approximation for hyperparameter estimation in probabilistic image processing K Tanaka, H Shouno, M Okada, DM Titterington Journal of Physics A: Mathematical and General 37 (36), 8675, 2004 | 40 | 2004 |
Critical indices for the two-dimensional Ising model with nearest-neighbor and next-nearest-neighbor interactions K Tanaka, T Horiguchi, T Morita Physics Letters A 165 (3), 266-270, 1992 | 40 | 1992 |
Deep neural network detects quantum phase transition S Arai, M Ohzeki, K Tanaka journal of the physical society of japan 87 (3), 033001, 2018 | 38 | 2018 |
Preferential urn model and nongrowing complex networks J Ohkubo, M Yasuda, K Tanaka Physical Review E 72 (6), 065104, 2005 | 36 | 2005 |
Probabilistic image processing by means of the Bethe approximation for the Q-Ising model K Tanaka, J Inoue, DM Titterington Journal of Physics A: Mathematical and General 36 (43), 11023, 2003 | 36 | 2003 |
Maximum likelihood hyperparameter estimation for solvable Markov random field model in image restoration K Tanaka, J INOUE IEICE transactions on information and systems 85 (3), 546-557, 2002 | 31 | 2002 |
Susceptibility propagation by using diagonal consistency M Yasuda, K Tanaka Physical Review E 87 (1), 012134, 2013 | 28 | 2013 |
Benchmark test of black-box optimization using D-wave quantum annealer AS Koshikawa, M Ohzeki, T Kadowaki, K Tanaka journal of the physical society of japan 90 (6), 064001, 2021 | 26 | 2021 |
Probabilistic inference by means of cluster variation method and linear response theory K Tanaka IEICE Transactions on Information and Systems 86 (7), 1228-1242, 2003 | 26 | 2003 |
Digital image inpainting based on markov random field M Yasuda, J Ohkubo, K Tanaka International Conference on Computational Intelligence for Modelling …, 2005 | 25 | 2005 |
Image segmentation based on Bethe approximation for Gaussian mixture model F Chen, K Tanaka, T Horiguchi Interdisciplinary Information Sciences 11 (1), 17-29, 2005 | 24 | 2005 |
Fair sampling by simulated annealing on quantum annealer M Yamamoto, M Ohzeki, K Tanaka journal of the physical society of japan 89 (2), 025002, 2020 | 20 | 2020 |
Coherent-anomaly analysis with cluster variation method for spin-pair correlation function of Ising model on square lattice K Tanaka, T Horiguchi, T Morita journal of the physical society of japan 60 (8), 2576-2587, 1991 | 20 | 1991 |
Statistical trajectory of an approximate EM algorithm for probabilistic image processing K Tanaka, DM Titterington Journal of Physics A: Mathematical and Theoretical 40 (37), 11285, 2007 | 19 | 2007 |
Low-temperature behavior of antiferromagnetic Ising model on triangular lattice T Horiguchi, K Tanaka, T Morita journal of the physical society of japan 61 (1), 64-69, 1992 | 17 | 1992 |