@article{bb131700, AUTHOR = "Du, B. and Xiong, W. and Wu, J. and Zhang, L.F. and Zhang, L.P. and Tao, D.C.", TITLE = "Stacked Convolutional Denoising Auto-Encoders for Feature Representation", JOURNAL = Cyber, VOLUME = "47", YEAR = "2017", NUMBER = "4", MONTH = "April", PAGES = "1017-1027", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127821"} @article{bb131701, AUTHOR = "Malik, J.", TITLE = "Technical Perspective: What Led Computer Vision to Deep Learning?", JOURNAL = CACM, VOLUME = "60", YEAR = "2017", NUMBER = "6", MONTH = "June", PAGES = "82-83", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127822"} @article{bb131702, AUTHOR = "Krizhevsky, A. and Sutskever, I. and Hinton, G.E.", TITLE = "ImageNet Classification with Deep Convolutional Neural Networks", JOURNAL = CACM, VOLUME = "60", YEAR = "2017", NUMBER = "6", MONTH = "June", PAGES = "84-90", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127823"} @article{bb131703, AUTHOR = "Pan, X.Q. and Chen, Y. and Kuo, C.C.J.", TITLE = "Design, analysis and application of a volumetric convolutional neural network", JOURNAL = JVCIR, VOLUME = "46", YEAR = "2017", NUMBER = "1", PAGES = "128-138", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127824"} @article{bb131704, AUTHOR = "Mishkin, D. and Sergievskiy, N. and Matas, J.G.", TITLE = "Systematic evaluation of convolution neural network advances on the Imagenet", JOURNAL = CVIU, VOLUME = "161", YEAR = "2017", NUMBER = "1", PAGES = "11-19", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127825"} @article{bb131705, AUTHOR = "Chen, Z.L. and Wang, J. and Li, W.J. and Li, N. and Wu, H.M. and Wang, D.W.", TITLE = "Convolutional neural network with nonlinear competitive units", JOURNAL = SP:IC, VOLUME = "60", YEAR = "2018", NUMBER = "1", PAGES = "193-198", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127826"} @article{bb131706, AUTHOR = "Cui, Z. and Niu, Z. and Liu, L. and Yan, S.", TITLE = "Layerwise Class-Aware Convolutional Neural Network", JOURNAL = CirSysVideo, VOLUME = "27", YEAR = "2017", NUMBER = "12", MONTH = "December", PAGES = "2601-2612", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127827"} @article{bb131707, AUTHOR = "Akilan, T. and Wu, Q.M.J. and Zhang, H.", TITLE = "Effect of fusing features from multiple DCNN architectures in image classification", JOURNAL = IET-IPR, VOLUME = "12", YEAR = "2018", NUMBER = "7", MONTH = "July", PAGES = "1102-1110", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127828"} @article{bb131708, AUTHOR = "Ye, J. and Han, Y. and Cha, E.", TITLE = "Deep Convolutional Framelets: A General Deep Learning Framework for Inverse Problems", JOURNAL = SIIMS, VOLUME = "11", YEAR = "2018", NUMBER = "2", PAGES = "991-1048", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127829"} @article{bb131709, AUTHOR = "Fu, R.G. and Li, B. and Gao, Y.H. and Wang, P.", TITLE = "CNN with coarse-to-fine layer for hierarchical classification", JOURNAL = IET-CV, VOLUME = "12", YEAR = "2018", NUMBER = "6", MONTH = "September", PAGES = "892-899", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127830"} @article{bb131710, AUTHOR = "Mohammadnia Qaraei, M.R. and Monsefi, R. and Ghiasi Shirazi, K.", TITLE = "Convolutional kernel networks based on a convex combination of cosine kernels", JOURNAL = PRL, VOLUME = "116", YEAR = "2018", PAGES = "127-134", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127831"} @article{bb131711, AUTHOR = "Yao, J. and Wang, J. and Tsang, I.W. and Zhang, Y. and Sun, J. and Zhang, C. and Zhang, R.", TITLE = "Deep Learning From Noisy Image Labels With Quality Embedding", JOURNAL = IP, VOLUME = "28", YEAR = "2019", NUMBER = "4", MONTH = "April", PAGES = "1909-1922", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127832"} @article{bb131712, AUTHOR = "Gong, Z.Q. and Zhong, P. and Hu, W.D. and Hua, Y.M.", TITLE = "Joint Learning of the Center Points and Deep Metrics for Land-Use Classification in Remote Sensing", JOURNAL = RS, VOLUME = "11", YEAR = "2019", NUMBER = "1", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127833"} @article{bb131713, AUTHOR = "Matiz, S. and Barner, K.E.", TITLE = "Inductive conformal predictor for convolutional neural networks: Applications to active learning for image classification", JOURNAL = PR, VOLUME = "90", YEAR = "2019", PAGES = "172-182", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127834"} @article{bb131714, AUTHOR = "Guo, C.S. and Li, R.Z. and Yang, M. and Tang, X.G.", TITLE = "Deep neural network with FGL for small dataset classification", JOURNAL = IET-IPR, VOLUME = "13", YEAR = "2019", NUMBER = "3", MONTH = "February", PAGES = "491-497", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127835"} @article{bb131715, AUTHOR = "Xie, G.T. and Yang, K.Y. and Lai, J.H.", TITLE = "Filter-in-Filter: Low Cost CNN Improvement by Sub-filter Parameter Sharing", JOURNAL = PR, VOLUME = "91", YEAR = "2019", PAGES = "391-403", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127836"} @article{bb131716, AUTHOR = "Takahashi, R. and Matsubara, T. and Uehara, K.", TITLE = "A Novel Weight-Shared Multi-Stage CNN for Scale Robustness", JOURNAL = CirSysVideo, VOLUME = "29", YEAR = "2019", NUMBER = "4", MONTH = "April", PAGES = "1090-1101", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127837"} @article{bb131717, AUTHOR = "Ghosh, S. and Das, N. and Nasipuri, M.", TITLE = "Reshaping inputs for convolutional neural network: Some common and uncommon methods", JOURNAL = PR, VOLUME = "93", YEAR = "2019", PAGES = "79-94", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127838"} @article{bb131718, AUTHOR = "Wang, Y.H. and Xu, C. and Xu, C. and Tao, D.C.", TITLE = "Packing Convolutional Neural Networks in the Frequency Domain", JOURNAL = PAMI, VOLUME = "41", YEAR = "2019", NUMBER = "10", MONTH = "October", PAGES = "2495-2510", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127839"} @inproceedings{bb131719, AUTHOR = "Wang, J. and Yin, Z.X. and Hu, P.F. and Liu, A. and Tao, R.S. and Qin, H.T. and Liu, X.L. and Tao, D.C.", TITLE = "Defensive Patches for Robust Recognition in the Physical World", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "2446-2455", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127840"} @inproceedings{bb131720, AUTHOR = "Chen, H. and Wen, Y.X. and Ding, Y. and Yang, Z. and Guo, Y. and Qin, H.T.", TITLE = "An Empirical study of Data-Free Quantization's Tuning Robustness", BOOKTITLE = ArtOfRobust22, YEAR = "2022", PAGES = "171-177", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127841"} @inproceedings{bb131721, AUTHOR = "Chen, H.T. and Wang, Y.H. and Shu, H. and Tang, Y.H. and Xu, C.J. and Shi, B.X. and Xu, C. and Tian, Q. and Xu, C.", TITLE = "Frequency Domain Compact 3D Convolutional Neural Networks", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "1638-1647", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127842"} @article{bb131722, AUTHOR = "Chen, Z. and Ho, P.H.", TITLE = "Global-connected network with generalized ReLU activation", JOURNAL = PR, VOLUME = "96", YEAR = "2019", PAGES = "106961", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127843"} @article{bb131723, AUTHOR = "Zhao, Q. and Liu, J.H. and Zhang, B.X. and Lyu, S.C. and Raoof, N. and Feng, W.Q.", TITLE = "Interpretable Relative Squeezing bottleneck design for compact convolutional neural networks model", JOURNAL = IVC, VOLUME = "89", YEAR = "2019", PAGES = "276-288", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127844"} @article{bb131724, AUTHOR = "Wang, J.Q. and Zhang, H.Y. and Han, P.Y. and Liu, C.Y. and Xu, Y.", TITLE = "Pixel re-representations for better classification of images", JOURNAL = PRL, VOLUME = "140", YEAR = "2020", PAGES = "310-317", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127845"} @article{bb131725, AUTHOR = "You, H.F. and Tian, S.W. and Yu, L. and Lv, Y.L.", TITLE = "Pixel-Level Remote Sensing Image Recognition Based on Bidirectional Word Vectors", JOURNAL = GeoRS, VOLUME = "58", YEAR = "2020", NUMBER = "2", MONTH = "February", PAGES = "1281-1293", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127846"} @article{bb131726, AUTHOR = "Liu, J.Q. and Li, Z.H. and Tang, Y.L. and Hu, W. and Wu, J.", TITLE = "3D Convolutional Neural Network based on memristor for video recognition", JOURNAL = PRL, VOLUME = "130", YEAR = "2020", PAGES = "116-124", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127847"} @article{bb131727, AUTHOR = "Lauriola, I. and Gallicchio, C. and Aiolli, F.", TITLE = "Enhancing deep neural networks via multiple kernel learning", JOURNAL = PR, VOLUME = "101", YEAR = "2020", PAGES = "107194", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127848"} @article{bb131728, AUTHOR = "Veit, A. and Belongie, S.", TITLE = "Convolutional Networks with Adaptive Inference Graphs", JOURNAL = IJCV, VOLUME = "128", YEAR = "2020", NUMBER = "3", MONTH = "March", PAGES = "730-741", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127849"} @inproceedings{bb131729, AUTHOR = "Belongie, S. and Veit, A.", TITLE = "Convolutional Networks with Adaptive Inference Graphs", BOOKTITLE = ECCV18, YEAR = "2018", PAGES = "I: 3-18", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127849"} @article{bb131730, AUTHOR = "Wu, Y.X. and He, K.M.", TITLE = "Group Normalization", JOURNAL = IJCV, VOLUME = "128", YEAR = "2020", NUMBER = "3", MONTH = "March", PAGES = "742-755", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127850"} @inproceedings{bb131731, AUTHOR = "He, K.M. and Wu, Y.X.", TITLE = "Group Normalization", BOOKTITLE = ECCV18, YEAR = "2018", PAGES = "XIII: 3-19", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127850"} @article{bb131732, AUTHOR = "Santra, B. and Paul, A. and Mukherjee, D.P.", TITLE = "Deterministic dropout for deep neural networks using composite random forest", JOURNAL = PRL, VOLUME = "131", YEAR = "2020", PAGES = "205-212", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127851"} @article{bb131733, AUTHOR = "Moya Sanchez, E.U. and Xambo Descamps, S. and Sanchez Perez, A. and Salazar Colores, S. and Martinez Ortega, J. and Cortes, U.", TITLE = "A bio-inspired quaternion local phase CNN layer with contrast invariance and linear sensitivity to rotation angles", JOURNAL = PRL, VOLUME = "131", YEAR = "2020", PAGES = "56-62", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127852"} @article{bb131734, AUTHOR = "Gao, H.Y. and Yuan, H. and Wang, Z.Y. and Ji, S.W.", TITLE = "Pixel Transposed Convolutional Networks", JOURNAL = PAMI, VOLUME = "42", YEAR = "2020", NUMBER = "5", MONTH = "May", PAGES = "1218-1227", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127853"} @article{bb131735, AUTHOR = "Hackel, T. and Usvyatsov, M. and Galliani, S. and Wegner, J.D. and Schindler, K.", TITLE = "Inference, Learning and Attention Mechanisms that Exploit and Preserve Sparsity in CNNs", JOURNAL = IJCV, VOLUME = "128", YEAR = "2020", NUMBER = "4", MONTH = "April", PAGES = "1047-1059", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127854"} @inproceedings{bb131736, AUTHOR = "Schindler, K. and Wegner, J.D. and Galliani, S. and Usvyatsov, M. and Hackel, T.", TITLE = "Inference, Learning and Attention Mechanisms that Exploit and Preserve Sparsity in CNNs", BOOKTITLE = GCPR18, YEAR = "2018", PAGES = "597-611", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127854"} @article{bb131737, AUTHOR = "Park, J. and Woo, S. and Lee, J.Y. and Kweon, I.S.", TITLE = "A Simple and Light-Weight Attention Module for Convolutional Neural Networks", JOURNAL = IJCV, VOLUME = "128", YEAR = "2020", NUMBER = "4", MONTH = "April", PAGES = "783-798", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127855"} @inproceedings{bb131738, AUTHOR = "Woo, S. and Park, J. and Lee, J.Y. and Kweon, I.S.", TITLE = "CBAM: Convolutional Block Attention Module", BOOKTITLE = ECCV18, YEAR = "2018", PAGES = "VII: 3-19", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127856"} @article{bb131739, AUTHOR = "Innamorati, C. and Ritschel, T. and Weyrich, T. and Mitra, N.J.", TITLE = "Learning on the Edge: Investigating Boundary Filters in CNNs", JOURNAL = IJCV, VOLUME = "128", YEAR = "2020", NUMBER = "4", MONTH = "April", PAGES = "773-782", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127857"} @article{bb131740, AUTHOR = "Zhang, Y.Q. and Bai, Y.C. and Ding, M.L. and Ghanem, B.", TITLE = "Multi-task Generative Adversarial Network for Detecting Small Objects in the Wild", JOURNAL = IJCV, VOLUME = "128", YEAR = "2020", NUMBER = "6", MONTH = "June", PAGES = "1810-1828", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127858"} @inproceedings{bb131741, AUTHOR = "Bai, Y.C. and Zhang, Y.Q. and Ding, M.L. and Ghanem, B.", TITLE = "SOD-MTGAN: Small Object Detection via Multi-Task Generative Adversarial Network", BOOKTITLE = ECCV18, YEAR = "2018", PAGES = "XIII: 210-226", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127859"} @article{bb131742, AUTHOR = "Singh, P. and Verma, V.K. and Rai, P. and Namboodiri, V.P.", TITLE = "HetConv: Beyond Homogeneous Convolution Kernels for Deep CNNs", JOURNAL = IJCV, VOLUME = "128", YEAR = "2020", NUMBER = "8-9", MONTH = "September", PAGES = "2068-2088", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127860"} @article{bb131743, AUTHOR = "Singh, P. and Mazumder, P. and Namboodiri, V.P.", TITLE = "Context extraction module for deep convolutional neural networks", JOURNAL = PR, VOLUME = "122", YEAR = "2022", PAGES = "108284", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127861"} @article{bb131744, AUTHOR = "Cococcioni, M. and Rossi, F. and Ruffaldi, E. and Saponara, S. and Dupont de Dinechin, B.", TITLE = "Novel Arithmetics in Deep Neural Networks Signal Processing for Autonomous Driving: Challenges and Opportunities", JOURNAL = SPMag, VOLUME = "38", YEAR = "2021", NUMBER = "1", MONTH = "January", PAGES = "97-110", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127862"} @article{bb131745, AUTHOR = "Liu, C.L. and Ding, W.R. and Hu, Y. and Zhang, B.C. and Liu, J.Z. and Guo, G.D. and Doermann, D.", TITLE = "Rectified Binary Convolutional Networks with Generative Adversarial Learning", JOURNAL = IJCV, VOLUME = "129", YEAR = "2021", NUMBER = "4", MONTH = "April", PAGES = "998-1012", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127863"} @inproceedings{bb131746, AUTHOR = "Liu, C.L. and Ding, W.R. and Xia, X. and Zhang, B.C. and Gu, J.X. and Liu, J.Z. and Ji, R.R. and Doermann, D.", TITLE = "Circulant Binary Convolutional Networks: Enhancing the Performance of 1-Bit DCNNs With Circulant Back Propagation", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "2686-2694", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127864"} @article{bb131747, AUTHOR = "Luo, W.J. and Zhang, H. and Ni, P. and Tian, X.D.", TITLE = "Balanced principal component for 3D shape recognition using convolutional neural networks", JOURNAL = IET-IPR, VOLUME = "14", YEAR = "2020", NUMBER = "17", MONTH = "December", PAGES = "4468-4476", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127865"} @article{bb131748, AUTHOR = "Zhao, F.Q. and Wu, Z.W. and Wang, L. and Lin, W.L. and Gilmore, J.H. and Xia, S.R. and Shen, D.G. and Li, G.", TITLE = "Spherical Deformable U-Net: Application to Cortical Surface Parcellation and Development Prediction", JOURNAL = MedImg, VOLUME = "40", YEAR = "2021", NUMBER = "4", MONTH = "April", PAGES = "1217-1228", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127866"} @article{bb131749, AUTHOR = "Li, X.X. and Yu, L.Y. and Yang, X.C. and Ma, Z.Y. and Xue, J.H. and Cao, J. and Guo, J.", TITLE = "ReMarNet: Conjoint Relation and Margin Learning for Small-Sample Image Classification", JOURNAL = CirSysVideo, VOLUME = "31", YEAR = "2021", NUMBER = "4", MONTH = "April", PAGES = "1569-1579", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127867"} @article{bb131750, AUTHOR = "Zhong, Z. and Yang, Z.C. and Deng, B. and Yan, J.J. and Wu, W. and Shao, J. and Liu, C.L.", TITLE = "BlockQNN: Efficient Block-Wise Neural Network Architecture Generation", JOURNAL = PAMI, VOLUME = "43", YEAR = "2021", NUMBER = "7", MONTH = "July", PAGES = "2314-2328", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127868"} @inproceedings{bb131751, AUTHOR = "Zhong, Z. and Yan, J.J. and Wu, W. and Shao, J. and Liu, C.L.", TITLE = "Practical Block-Wise Neural Network Architecture Generation", BOOKTITLE = CVPR18, YEAR = "2018", PAGES = "2423-2432", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127869"} @article{bb131752, AUTHOR = "Zeng, Y.Y. and Dai, T. and Chen, B. and Xia, S.T. and Lu, J.", TITLE = "Correlation-based structural dropout for convolutional neural networks", JOURNAL = PR, VOLUME = "120", YEAR = "2021", PAGES = "108117", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127870"} @article{bb131753, AUTHOR = "Wang, Z. and Lu, J.W. and Zhou, J.", TITLE = "Learning Channel-Wise Interactions for Binary Convolutional Neural Networks", JOURNAL = PAMI, VOLUME = "43", YEAR = "2021", NUMBER = "10", MONTH = "October", PAGES = "3432-3445", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127871"} @inproceedings{bb131754, AUTHOR = "Wang, Z. and Lu, J.W. and Zhou, J.", TITLE = "Learning Channel-Wise Interactions for Binary Convolutional Neural Networks", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "568-577", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127871"} @article{bb131755, AUTHOR = "Jeon, Y.H. and Kim, J.", TITLE = "Integrating Multiple Receptive Fields Through Grouped Active Convolution", JOURNAL = PAMI, VOLUME = "43", YEAR = "2021", NUMBER = "11", MONTH = "November", PAGES = "3892-3903", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127872"} @article{bb131756, AUTHOR = "Zhao, W.Y. and Yang, H.H. and Pan, X.P. and Li, L.Q.", TITLE = "S2-aware network for visual recognition", JOURNAL = SP:IC, VOLUME = "99", YEAR = "2021", PAGES = "116458", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127873"} @article{bb131757, AUTHOR = "Osawa, K. and Tsuji, Y. and Ueno, Y. and Naruse, A. and Foo, C.S. and Yokota, R.", TITLE = "Scalable and Practical Natural Gradient for Large-Scale Deep Learning", JOURNAL = PAMI, VOLUME = "44", YEAR = "2022", NUMBER = "1", MONTH = "January", PAGES = "404-415", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127874"} @inproceedings{bb131758, AUTHOR = "Osawa, K. and Tsuji, Y. and Ueno, Y. and Naruse, A. and Yokota, R. and Matsuoka, S.", TITLE = "Large-Scale Distributed Second-Order Optimization Using Kronecker-Factored Approximate Curvature for Deep Convolutional Neural Networks", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "12351-12359", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127875"} @article{bb131759, AUTHOR = "Xu, C.J. and Zhu, G.B. and Shu, J.Q.", TITLE = "A Lightweight and Robust Lie Group-Convolutional Neural Networks Joint Representation for Remote Sensing Scene Classification", JOURNAL = GeoRS, VOLUME = "60", YEAR = "2022", PAGES = "1-15", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127876"} @article{bb131760, AUTHOR = "Lee, Y. and Jeong, J. and Yun, J. and Cho, W. and Yoon, K.J.", TITLE = "SpherePHD: Applying CNNs on 360° Images With Non-Euclidean Spherical PolyHeDron Representation", JOURNAL = PAMI, VOLUME = "44", YEAR = "2022", NUMBER = "2", MONTH = "February", PAGES = "834-847", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127877"} @inproceedings{bb131761, AUTHOR = "Lee, Y. and Jeong, J. and Yun, J. and Cho, W. and Yoon, K.J.", TITLE = "SpherePHD: Applying CNNs on a Spherical PolyHeDron Representation of 360deg Images", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "9173-9181", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127878"} @article{bb131762, AUTHOR = "Banerjee, M. and Chakraborty, R. and Bouza, J. and Vemuri, B.C.", TITLE = "VolterraNet: A Higher Order Convolutional Network With Group Equivariance for Homogeneous Manifolds", JOURNAL = PAMI, VOLUME = "44", YEAR = "2022", NUMBER = "2", MONTH = "February", PAGES = "823-833", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127879"} @inproceedings{bb131763, AUTHOR = "Kim, H.W.J. and Adluru, N. and Banerjee, M. and Vemuri, B.C. and Singh, V.", TITLE = "Interpolation on the Manifold of K Component GMMs", BOOKTITLE = ICCV15, YEAR = "2015", PAGES = "2884-2892", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127880"} @article{bb131764, AUTHOR = "Pinckaers, H. and van Ginneken, B. and Litjens, G.", TITLE = "Streaming Convolutional Neural Networks for End-to-End Learning With Multi-Megapixel Images", JOURNAL = PAMI, VOLUME = "44", YEAR = "2022", NUMBER = "3", MONTH = "March", PAGES = "1581-1590", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127881"} @article{bb131765, AUTHOR = "Gai, S. and Huang, X.", TITLE = "Reduced Biquaternion Convolutional Neural Network for Color Image Processing", JOURNAL = CirSysVideo, VOLUME = "32", YEAR = "2022", NUMBER = "3", MONTH = "March", PAGES = "1061-1075", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127882"} @article{bb131766, AUTHOR = "Zhao, M.X. and Peng, J. and Yu, S.M. and Liu, L.Y. and Wu, N.J.", TITLE = "Exploring Structural Sparsity in CNN via Selective Penalty", JOURNAL = CirSysVideo, VOLUME = "32", YEAR = "2022", NUMBER = "3", MONTH = "March", PAGES = "1658-1666", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127883"} @article{bb131767, AUTHOR = "Lu, S.F. and Li, Y. and Wang, M.Q. and Gao, F.", TITLE = "Mirror Invariant Convolutional Neural Networks for Image Classification", JOURNAL = IET-IPR, VOLUME = "16", YEAR = "2022", NUMBER = "6", PAGES = "1626-1635", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127884"} @article{bb131768, AUTHOR = "Fang, Y. and Xiao, S. and Zhou, M. and Cai, S. and Zhang, Z.X.", TITLE = "Enhanced task attention with adversarial learning for dynamic multi-task CNN", JOURNAL = PR, VOLUME = "128", YEAR = "2022", PAGES = "108672", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127885"} @article{bb131769, AUTHOR = "Ulicny, M. and Krylov, V.A. and Dahyot, R.", TITLE = "Harmonic convolutional networks based on discrete cosine transform", JOURNAL = PR, VOLUME = "129", YEAR = "2022", PAGES = "108707", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127886"} @article{bb131770, AUTHOR = "Wang, J.F. and Hu, X.L.", TITLE = "Convolutional Neural Networks With Gated Recurrent Connections", JOURNAL = PAMI, VOLUME = "44", YEAR = "2022", NUMBER = "7", MONTH = "July", PAGES = "3421-3435", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127887"} @article{bb131771, AUTHOR = "Wu, H.B. and Zhou, H.M. and Wang, A. and Iwahori, Y.", TITLE = "Precise Crop Classification of Hyperspectral Images Using Multi-Branch Feature Fusion and Dilation-Based MLP", JOURNAL = RS, VOLUME = "14", YEAR = "2022", NUMBER = "11", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127888"} @article{bb131772, AUTHOR = "Liu, C. and Sun, H.M. and Katto, J. and Zeng, X.Y. and Fan, Y.B.", TITLE = "An Efficient Low-Complexity Convolutional Neural Network Filter", JOURNAL = MultMedMag, VOLUME = "29", YEAR = "2022", NUMBER = "2", MONTH = "April", PAGES = "83-93", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127889"} @article{bb131773, AUTHOR = "Wang, J.H. and Jiang, J.M.", TITLE = "Learning Across Tasks for Zero-Shot Domain Adaptation From a Single Source Domain", JOURNAL = PAMI, VOLUME = "44", YEAR = "2022", NUMBER = "10", MONTH = "October", PAGES = "6264-6279", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127890"} @inproceedings{bb131774, AUTHOR = "Wang, J.H. and Jiang, J.M.", TITLE = "An Unsupervised Deep Learning Framework via Integrated Optimization of Representation Learning and GMM-Based Modeling", BOOKTITLE = ACCV18, YEAR = "2018", PAGES = "I:249-265", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127891"} @article{bb131775, AUTHOR = "Yamada, T. and Massot Campos, M. and Prugel Bennett, A. and Pizarro, O. and Williams, S.B. and Thornton, B.", TITLE = "Guiding Labelling Effort for Efficient Learning With Georeferenced Images", JOURNAL = PAMI, VOLUME = "45", YEAR = "2023", NUMBER = "1", MONTH = "January", PAGES = "593-607", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127892"} @article{bb131776, AUTHOR = "Zou, X.Y. and Xiao, F.Y. and Yu, Z.D. and Li, Y.H. and Lee, Y.J.", TITLE = "Delving Deeper into Anti-Aliasing in ConvNets", JOURNAL = IJCV, VOLUME = "131", YEAR = "2023", NUMBER = "1", MONTH = "January", PAGES = "67-81", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127893"} @inproceedings{bb131777, AUTHOR = "Kishida, I. and Nakayama, H.", TITLE = "Pixel to Binary Embedding Towards Robustness for CNNs", BOOKTITLE = "ICPR22", YEAR = "2022", PAGES = "2279-2285", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127894"} @inproceedings{bb131778, AUTHOR = "Brun, L. and Gauzere, B. and Renton, G. and Bougleux, S. and Yger, F.", TITLE = "A differentiable approximation for the Linear Sum Assignment Problem with Edition", BOOKTITLE = "ICPR22", YEAR = "2022", PAGES = "3822-3828", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127895"} @inproceedings{bb131779, AUTHOR = "Hart, D. and Whitney, M. and Morse, B.", TITLE = "Interpolated SelectionConv for Spherical Images and Surfaces", BOOKTITLE = WACV23, YEAR = "2023", PAGES = "321-330", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127896"} @inproceedings{bb131780, AUTHOR = "Hart, D. and Whitney, M. and Morse, B.", TITLE = "SelectionConv: Convolutional Neural Networks for Non-rectilinear Image Data", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "VII:317-333", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127897"} @inproceedings{bb131781, AUTHOR = "Aiello, G. and Bussolino, B. and Valpreda, E. and Roch, M.R. and Masera, G. and Martina, M. and Marsi, S.", TITLE = "NLCMAP: A Framework for the Efficient Mapping of Non-Linear Convolutional Neural Networks on FPGA Accelerators", BOOKTITLE = ICIP22, YEAR = "2022", PAGES = "926-930", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127898"} @inproceedings{bb131782, AUTHOR = "Penaud Polge, V. and Velasco Forero, S. and Angulo, J.", TITLE = "Fully Trainable Gaussian Derivative Convolutional Layer", BOOKTITLE = ICIP22, YEAR = "2022", PAGES = "2421-2425", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127899"} @inproceedings{bb131783, AUTHOR = "Zhang, H. and Hu, W.Z. and Wang, X.Y.", TITLE = "ParC-Net: Position Aware Circular Convolution with Merits from ConvNets and Transformer", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XXVI:613-630", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127900"} @inproceedings{bb131784, AUTHOR = "Ma, Y.T. and Lian, Z.C.", TITLE = "An Effective Fusion Method to Enhance the Robustness of CNN", BOOKTITLE = ICIP22, YEAR = "2022", PAGES = "3361-3365", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127901"} @inproceedings{bb131785, AUTHOR = "Zhao, R.Z. and Li, J. and Wu, Z.Z.", TITLE = "Convolution of Convolution: Let Kernels Spatially Collaborate", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "641-650", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127902"} @inproceedings{bb131786, AUTHOR = "Mitchel, T.W. and Kim, V.G. and Kazhdan, M.", TITLE = "Field Convolutions for Surface CNNs", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "9981-9991", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127903"} @inproceedings{bb131787, AUTHOR = "Sun, S.Y. and Yue, X.Y. and Qi, X.J. and Ouyang, W.L. and Prisacariu, V. and Torr, P.H.S.", TITLE = "Aggregation with Feature Detection", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "507-516", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127904"} @inproceedings{bb131788, AUTHOR = "Chen, G.Y. and Peng, P.X. and Ma, L. and Li, J. and Du, L. and Tian, Y.H.", TITLE = "Amplitude-Phase Recombination: Rethinking Robustness of Convolutional Neural Networks in Frequency Domain", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "448-457", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127905"} @inproceedings{bb131789, AUTHOR = "Li, Y.S. and Chen, Y.P. and Dai, X. and Chen, D.D. and Liu, M. and Yuan, L. and Liu, Z.C. and Zhang, L. and Vasconcelos, N.M.", TITLE = "MicroNet: Improving Image Recognition with Extremely Low FLOPs", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "458-467", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127906"} @inproceedings{bb131790, AUTHOR = "Baek, I. and Chen, W. and Zhu, Z.H. and Samii, S. and Rajkumar, R.R.", TITLE = "FT-DeepNets: Fault-Tolerant Convolutional Neural Networks with Kernel-based Duplication", BOOKTITLE = WACV22, YEAR = "2022", PAGES = "1878-1887", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127907"} @inproceedings{bb131791, AUTHOR = "Blekos, K. and Kosmopoulos, D.I.", TITLE = "A Quantum 3D Convolutional Neural Network with Application in Video Classification", BOOKTITLE = ISVC21, YEAR = "2021", PAGES = "I:601-612", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127908"} @inproceedings{bb131792, AUTHOR = "Duta, I.C. and Georgescu, M.I. and Ionescu, R.T.", TITLE = "Contextual Convolutional Neural Networks", BOOKTITLE = NeruArch21, YEAR = "2021", PAGES = "403-412", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127909"} @inproceedings{bb131793, AUTHOR = "Hosseini, M.S. and Zhang, J.S. and Liu, Z. and Fu, A. and Su, J.X. and Tuli, M. and Plataniotis, K.N.", TITLE = "CONet: Channel Optimization for Convolutional Neural Networks", BOOKTITLE = NeruArch21, YEAR = "2021", PAGES = "326-335", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127910"} @inproceedings{bb131794, AUTHOR = "Yao, Z.L. and Cao, Y. and Zheng, S. and Huang, G. and Lin, S.", TITLE = "Cross-Iteration Batch Normalization", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "12326-12335", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127911"} @inproceedings{bb131795, AUTHOR = "Cheng, K.L. and Xie, Y.Q. and Chen, Q.F.", TITLE = "IICNet: A Generic Framework for Reversible Image Conversion", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "1971-1980", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127912"} @inproceedings{bb131796, AUTHOR = "Li, D. and Hu, J. and Wang, C.H. and Li, X.T. and She, Q. and Zhu, L. and Zhang, T. and Chen, Q.F.", TITLE = "Involution: Inverting the Inherence of Convolution for Visual Recognition", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "12316-12325", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127913"} @inproceedings{bb131797, AUTHOR = "Zhang, S.D. and Nezhadarya, E. and Fashandi, H. and Liu, J.Y. and Graham, D. and Shah, M.", TITLE = "Stochastic Whitening Batch Normalization", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "10973-10982", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127914"} @inproceedings{bb131798, AUTHOR = "Ding, X.H. and Zhang, X.Y. and Han, J.G. and Ding, G.G.", TITLE = "Diverse Branch Block: Building a Convolution as an Inception-like Unit", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "10881-10890", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127915"} @inproceedings{bb131799, AUTHOR = "Bohle, M. and Fritz, M. and Schiele, B.", TITLE = "Convolutional Dynamic Alignment Networks for Interpretable Classifications", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "10024-10033", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT127916"}