@article{bb132500, AUTHOR = "Babri, H.A. and Chen, Y.Q. and Yin, T.", TITLE = "Improving Backpropagation Learning Under Limited Precision", JOURNAL = PRL, VOLUME = "19", YEAR = "1998", NUMBER = "11", MONTH = "September", PAGES = "1007-1016", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128588"} @article{bb132501, AUTHOR = "Sierra, A. and Santa Cruz, C.", TITLE = "Global and Local Neural-Network Ensembles", JOURNAL = PRL, VOLUME = "19", YEAR = "1998", NUMBER = "8", MONTH = "June", PAGES = "651-655", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128589"} @article{bb132502, AUTHOR = "Gori, M. and Tesi, A.", TITLE = "On the problem of local minima in backpropagation", JOURNAL = PAMI, VOLUME = "14", YEAR = "1992", NUMBER = "1", MONTH = "January", PAGES = "76-86", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128590"} @article{bb132503, AUTHOR = "Venkatesh, S.S. and Psaltis, D.", TITLE = "On reliable computation with formal neurons", JOURNAL = PAMI, VOLUME = "14", YEAR = "1992", NUMBER = "1", MONTH = "January", PAGES = "87-91", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128591"} @article{bb132504, AUTHOR = "Gori, M. and Scarselli, F.", TITLE = "Are Multilayer Perceptrons Adequate for Pattern-Recognition and Verification", JOURNAL = PAMI, VOLUME = "20", YEAR = "1998", NUMBER = "11", MONTH = "November", PAGES = "1121-1132", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128592"} @article{bb132505, AUTHOR = "Lerner, B. and Guterman, H. and Aladjem, M. and Dinstein, I.", TITLE = "Comparative Study of Neural Network Based Feature Extraction Paradigms", JOURNAL = PRL, VOLUME = "20", YEAR = "1999", NUMBER = "1", MONTH = "January", PAGES = "7-14", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128593"} @inproceedings{bb132506, AUTHOR = "Lerner, B. and Guterman, H. and Aladjem, M. and Dinstein, I.", TITLE = "Feature Extraction by Neural Network Nonlinear Mapping for Pattern Classification", BOOKTITLE = ICPR96, YEAR = "1996", PAGES = "IV: 320-324", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128594"} @article{bb132507, AUTHOR = "Serpico, S.B. and Bruzzone, L. and Roli, F.", TITLE = "An Experimental Comparison of Neural and Statistical Nonparametric Algorithms for Supervised Classification of Remote Sensing Images", JOURNAL = PRL, VOLUME = "17", YEAR = "1996", NUMBER = "13", MONTH = "November", PAGES = "1331-1341", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128595"} @article{bb132508, AUTHOR = "Giacinto, G. and Roli, F. and Bruzzone, L.", TITLE = "Combination of neural and statistical algorithms for supervised classification of remote-sensing images", JOURNAL = PRL, VOLUME = "21", YEAR = "2000", NUMBER = "5", MONTH = "May", PAGES = "385-397", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128596"} @article{bb132509, AUTHOR = "Bruzzone, L. and Fernandez Prieto, D. and Serpico, S.B.", TITLE = "A Neural-Statistical Approach to Multitemporal and Multisource Remote-Sensing Image Classification", JOURNAL = GeoRS, VOLUME = "37", YEAR = "1999", NUMBER = "3", MONTH = "May", PAGES = "1350", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128597"} @inproceedings{bb132510, AUTHOR = "Roli, F. and Serpico, S. and Bruzzone, L.", TITLE = "Classification of Multisensor Remote Sensing Images by Multiple Structured Neural Networks", BOOKTITLE = ICPR96, YEAR = "1996", PAGES = "IV: 180-184", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128598"} @article{bb132511, AUTHOR = "Bruzzone, L. and Serpico, S.B.", TITLE = "Classification of Imbalanced Remote Sensing Data by Neural Networks", JOURNAL = PRL, VOLUME = "18", YEAR = "1997", NUMBER = "11-13", MONTH = "November", PAGES = "1323-1328", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128599"} @article{bb132512, AUTHOR = "Bruzzone, L. and Fernandez Prieto, D.", TITLE = "An incremental-learning neural network for the classification of remote-sensing images", JOURNAL = PRL, VOLUME = "20", YEAR = "1999", NUMBER = "11-13", MONTH = "November", PAGES = "1241-1248", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128600"} @article{bb132513, AUTHOR = "Bruzzone, L. and Carlin, L.", TITLE = "A Multilevel Context-Based System for Classification of Very High Spatial Resolution Images", JOURNAL = GeoRS, VOLUME = "44", YEAR = "2006", NUMBER = "9", MONTH = "September", PAGES = "2587-2600", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128601"} @article{bb132514, AUTHOR = "Perner, P. and Zscherpel, U. and Jacobsen, C.", TITLE = "A comparison between neural networks and decision trees based on data from industrial radiographic testing", JOURNAL = PRL, VOLUME = "22", YEAR = "2001", NUMBER = "1", MONTH = "January", PAGES = "47-54", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128602"} @article{bb132515, AUTHOR = "Baraldi, A. and Binaghi, E. and Blonda, P. and Brivio, P.A. and Rampini, A.", TITLE = "Comparison of the multilayer perceptron with neuro-fuzzy techniques in the estimation of cover class mixture in remotely sensed data", JOURNAL = GeoRS, VOLUME = "39", YEAR = "2001", NUMBER = "5", MONTH = "May", PAGES = "994-1005", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128603"} @article{bb132516, AUTHOR = "Giacinto, G. and Roli, F.", TITLE = "Design of effective neural network ensembles for image classification purposes", JOURNAL = IVC, VOLUME = "19", YEAR = "2001", NUMBER = "9-10", MONTH = "August", PAGES = "699-707", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128604"} @inproceedings{bb132517, AUTHOR = "Giacinto, G. and Roli, F. and Fumera, G.", TITLE = "Design of Effective Multiple Classifier Systems by Clustering of Classifiers", BOOKTITLE = ICPR00, YEAR = "2000", PAGES = "Vol II: 160-163", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128605"} @article{bb132518, AUTHOR = "Behloul, F. and Lelieveldt, B.P.F. and Boudraa, A. and Reiber, J.H.C.", TITLE = "Optimal design of radial basis function neural networks for fuzzy-rule extraction in high dimensional data", JOURNAL = PR, VOLUME = "35", YEAR = "2002", NUMBER = "3", MONTH = "March", PAGES = "659-675", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128606"} @article{bb132519, AUTHOR = "Woods, K. and Bowyer, K.W.", TITLE = "Generating ROC curves for artificial neural networks", JOURNAL = MedImg, VOLUME = "16", YEAR = "1997", NUMBER = "3", MONTH = "June", PAGES = "329-337", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128607"} @article{bb132520, AUTHOR = "Racca, R.", TITLE = "Can periodic perceptrons replace multi-layer perceptrons?", JOURNAL = PRL, VOLUME = "21", YEAR = "2000", NUMBER = "12", MONTH = "November", PAGES = "1019-1025", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128608"} @article{bb132521, AUTHOR = "Pal, N.R. and Bezdek, J.C.", TITLE = "Complexity reduction for 'large image' processing", JOURNAL = SMC-B, VOLUME = "32", YEAR = "2002", NUMBER = "5", MONTH = "October", PAGES = "598-611", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128609"} @article{bb132522, AUTHOR = "Jiang, Y.L.", TITLE = "Uncertainty in the output of artificial neural networks", JOURNAL = MedImg, VOLUME = "22", YEAR = "2003", NUMBER = "7", MONTH = "July", PAGES = "913-921", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128610"} @article{bb132523, AUTHOR = "Weber, K.E. and Schlagner, W. and Schweier, K.", TITLE = "Estimating regional noise on neural network predictions", JOURNAL = PR, VOLUME = "36", YEAR = "2003", NUMBER = "10", MONTH = "October", PAGES = "2333-2337", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128611"} @article{bb132524, AUTHOR = "Gao, D.Q. and Yang, G.X.", TITLE = "Influences of variable scales and activation functions on the performances of multilayer feedforward neural networks", JOURNAL = PR, VOLUME = "36", YEAR = "2003", NUMBER = "4", MONTH = "April", PAGES = "869-878", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128612"} @article{bb132525, AUTHOR = "Abbas, H.M.", TITLE = "Analysis and pruning of nonlinear auto-association networks", JOURNAL = VISP, VOLUME = "151", YEAR = "2004", NUMBER = "1", MONTH = "February", PAGES = "44-50", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128613"} @article{bb132526, AUTHOR = "Abbas, H.M.", TITLE = "Classified image compression using optimally structured auto-association networks", JOURNAL = IET-IPR, VOLUME = "1", YEAR = "2007", NUMBER = "2", MONTH = "June", PAGES = "189-196", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128614"} @article{bb132527, AUTHOR = "Gao, D.Q. and Ji, Y.", TITLE = "Classification methodologies of multilayer perceptrons with sigmoid activation functions", JOURNAL = PR, VOLUME = "38", YEAR = "2005", NUMBER = "10", MONTH = "October", PAGES = "1469-1482", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128615"} @article{bb132528, AUTHOR = "Cantu Paz, E. and Kamath, C.", TITLE = "An empirical comparison of combinations of evolutionary algorithms and neural networks for classification problems", JOURNAL = SMC-B, VOLUME = "35", YEAR = "2005", NUMBER = "5", MONTH = "October", PAGES = "915-927", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128616"} @article{bb132529, AUTHOR = "Hervas Martinez, C. and Martinez Estudillo, F.", TITLE = "Logistic regression using covariates obtained by product-unit neural network models", JOURNAL = PR, VOLUME = "40", YEAR = "2007", NUMBER = "1", MONTH = "January", PAGES = "52-64", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128617"} @article{bb132530, AUTHOR = "Gao, D.Q. and Li, C.X. and Yang, Y.F.", TITLE = "Task decomposition and modular single-hidden-layer perceptron classifiers for multi-class learning problems", JOURNAL = PR, VOLUME = "40", YEAR = "2007", NUMBER = "8", MONTH = "August", PAGES = "2226-2236", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128618"} @article{bb132531, AUTHOR = "Kang, S.G. and Park, S.J.", TITLE = "A fusion neural network classifier for image classification", JOURNAL = PRL, VOLUME = "30", YEAR = "2009", NUMBER = "9", MONTH = "July", PAGES = "789-793", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128619"} @article{bb132532, AUTHOR = "Quteishat, A. and Lim, C.P. and Tan, K.S.", TITLE = "A Modified Fuzzy Min-Max Neural Network With a Genetic-Algorithm-Based Rule Extractor for Pattern Classification", JOURNAL = SMC-A, VOLUME = "40", YEAR = "2010", NUMBER = "3", MONTH = "May", PAGES = "641-650", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128620"} @article{bb132533, AUTHOR = "Raudys, S.J. and Raudys, A.", TITLE = "Pairwise Costs in Multiclass Perceptrons", JOURNAL = PAMI, VOLUME = "32", YEAR = "2010", NUMBER = "7", MONTH = "July", PAGES = "1324-1328", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128621"} @article{bb132534, AUTHOR = "Salas, R. and Saavedra, C. and Allende, H. and Moraga, C.", TITLE = "Machine fusion to enhance the topology preservation of vector quantization artificial neural networks", JOURNAL = PRL, VOLUME = "32", YEAR = "2011", NUMBER = "7", MONTH = "May", PAGES = "962-972", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128622"} @inproceedings{bb132535, AUTHOR = "Saavedra, C. and Moreno, S. and Salas, R. and Allende, H.", TITLE = "Robustness Analysis of the Neural Gas Learning Algorithm", BOOKTITLE = CIARP06, YEAR = "2006", PAGES = "559-568", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128623"} @inproceedings{bb132536, AUTHOR = "Allende Cid, H. and Veloz, A. and Salas, R. and Chabert, S. and Allende, H.", TITLE = "Self-Organizing Neuro-Fuzzy Inference System", BOOKTITLE = CIARP08, YEAR = "2008", PAGES = "429-436", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128624"} @article{bb132537, AUTHOR = "Lessmann, M.", TITLE = "Learning of invariant object recognition in hierarchical neural networks using temporal continuity", JOURNAL = ELCVIA, VOLUME = "14", YEAR = "2015", NUMBER = "3", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128625"} @article{bb132538, AUTHOR = "Nanni, L. and Ghidoni, S. and Brahnam, S.", TITLE = "Handcrafted vs. non-handcrafted features for computer vision classification", JOURNAL = PR, VOLUME = "71", YEAR = "2017", NUMBER = "1", PAGES = "158-172", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128626"} @article{bb132539, AUTHOR = "Wang, X.G. and Yan, Y.L. and Tang, P. and Bai, X. and Liu, W.Y.", TITLE = "Revisiting multiple instance neural networks", JOURNAL = PR, VOLUME = "74", YEAR = "2018", NUMBER = "1", PAGES = "15-24", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128627"} @article{bb132540, AUTHOR = "Li, J. and Chang, H.Y. and Yang, J. and Luo, W. and Fu, Y.", TITLE = "Visual Representation and Classification by Learning Group Sparse Deep Stacking Network", JOURNAL = IP, VOLUME = "27", YEAR = "2018", NUMBER = "1", MONTH = "January", PAGES = "464-476", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128628"} @article{bb132541, AUTHOR = "Garcia Garcia, A. and Garcia Rodriguez, J. and Orts Escolano, S. and Oprea, S. and Gomez Donoso, F. and Cazorla, M.", TITLE = "A study of the effect of noise and occlusion on the accuracy of convolutional neural networks applied to 3D object recognition", JOURNAL = CVIU, VOLUME = "164", YEAR = "2017", NUMBER = "1", PAGES = "124-134", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128629"} @article{bb132542, AUTHOR = "Rao, Y.M. and Lu, J.W. and Lin, J. and Zhou, J.", TITLE = "Runtime Network Routing for Efficient Image Classification", JOURNAL = PAMI, VOLUME = "41", YEAR = "2019", NUMBER = "10", MONTH = "October", PAGES = "2291-2304", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128630"} @article{bb132543, AUTHOR = "Wu, Z.S. and Ling, B.W.K.", TITLE = "Training algorithm for perceptron with multi-pulse type activation function", JOURNAL = SIViP, VOLUME = "14", YEAR = "2020", NUMBER = "5", MONTH = "July", PAGES = "925-933", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128631"} @article{bb132544, AUTHOR = "Melnykov, V. and Sarkar, S. and Melnykov, Y.", TITLE = "On finite mixture modeling and model-based clustering of directed weighted multilayer networks", JOURNAL = PR, VOLUME = "112", YEAR = "2021", PAGES = "107641", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128632"} @inproceedings{bb132545, AUTHOR = "Kahatapitiya, K. and Rodrigo, R.", TITLE = "Exploiting the Redundancy in Convolutional Filters for Parameter Reduction", BOOKTITLE = WACV21, YEAR = "2021", PAGES = "1409-1419", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128633"} @inproceedings{bb132546, AUTHOR = "Tissera, D. and Vithanage, K. and Wijesinghe, R. and Kahatapitiya, K. and Fernando, S. and Rodrigo, R.", TITLE = "Feature-Dependent Cross-Connections in Multi-Path Neural Networks", BOOKTITLE = ICPR21, YEAR = "2021", PAGES = "4032-4039", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128634"} @article{bb132547, AUTHOR = "Liu, C.X. and Mao, Z.D. and Zhang, T.Z. and Liu, A.A. and Wang, B. and Zhang, Y.D.", TITLE = "Focus Your Attention: A Focal Attention for Multimodal Learning", JOURNAL = MultMed, VOLUME = "24", YEAR = "2022", PAGES = "103-115", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128635"} @article{bb132548, AUTHOR = "Liu, B.Y. and Malon, C. and Xue, L.Z. and Kruus, E.", TITLE = "Improving Neural Network Robustness Through Neighborhood Preserving Layers", JOURNAL = IVC, VOLUME = "123", YEAR = "2022", PAGES = "104469", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128636"} @inproceedings{bb132549, AUTHOR = "Kruus, E. and Xue, L.Z. and Malon, C. and Liu, B.Y.", TITLE = "Improving Neural Network Robustness Through Neighborhood Preserving Layers", BOOKTITLE = ManifLearn20, YEAR = "2020", PAGES = "179-195", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128636"} @article{bb132550, AUTHOR = "Jia, S.C. and Yao, W.", TITLE = "Joint learning of frequency and spatial domains for dense image prediction", JOURNAL = PandRS, VOLUME = "195", YEAR = "2023", PAGES = "14-28", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128637"} @article{bb132551, AUTHOR = "Yao, G.B. and Zhang, J. and Gong, J.Y. and Jin, F.X.", TITLE = "Automatic Production of Deep Learning Benchmark Dataset for Affine-Invariant Feature Matching", JOURNAL = IJGI, VOLUME = "12", YEAR = "2023", NUMBER = "2", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128638"} @article{bb132552, AUTHOR = "Hang, R.L. and Qian, X. and Liu, Q.S.", TITLE = "MSNet: Multi-Resolution Synergistic Networks for Adaptive Inference", JOURNAL = CirSysVideo, VOLUME = "33", YEAR = "2023", NUMBER = "5", MONTH = "May", PAGES = "2009-2018", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128639"} @inproceedings{bb132553, AUTHOR = "Hanel, T. and Kumar, N. and Schlesinger, D. and Li, M.Z. and Unal, E. and Eslami, A. and Gumhold, S.", TITLE = "Enhancing Fairness of Visual Attribute Predictors", BOOKTITLE = ACCV22, YEAR = "2022", PAGES = "VI:151-167", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128640"} @inproceedings{bb132554, AUTHOR = "Szabo, G. and Horvath, A.", TITLE = "Mitigating the Bias of Centered Objects in Common Datasets", BOOKTITLE = "ICPR22", YEAR = "2022", PAGES = "4786-4792", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128641"} @inproceedings{bb132555, AUTHOR = "Tomani, C. and Cremers, D. and Buettner, F.", TITLE = "Parameterized Temperature Scaling for Boosting the Expressive Power in Post-Hoc Uncertainty Calibration", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XIII:555-569", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128642"} @inproceedings{bb132556, AUTHOR = "Pinto, F. and Torr, P.H.S. and Dokania, P.K.", TITLE = "An Impartial Take to the CNN vs Transformer Robustness Contest", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XIII:466-480", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128643"} @inproceedings{bb132557, AUTHOR = "Oh, J.H. and Kim, H. and Baik, S. and Hong, C. and Lee, K.M.", TITLE = "Batch Normalization Tells You Which Filter is Important", BOOKTITLE = WACV22, YEAR = "2022", PAGES = "3351-3360", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128644"} @inproceedings{bb132558, AUTHOR = "Laugros, A. and Caplier, A. and Ospici, M.", TITLE = "Using the Overlapping Score to Improve Corruption Benchmarks", BOOKTITLE = ICIP21, YEAR = "2021", PAGES = "959-963", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128645"} @inproceedings{bb132559, AUTHOR = "Zheng, Y.W. and Zhang, R. and Mao, Y.Y.", TITLE = "Regularizing Neural Networks via Adversarial Model Perturbation", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "8152-8161", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128646"} @inproceedings{bb132560, AUTHOR = "Shi, X.W. and Li, Y.Q. and Liu, X. and van Gemert, J.C.", TITLE = "WeightAlign: Normalizing Activations by Weight Alignment", BOOKTITLE = ICPR21, YEAR = "2021", PAGES = "9788-9795", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128647"} @inproceedings{bb132561, AUTHOR = "Horvath, A. and Al Afandi, J.", TITLE = "Filtered Batch Normalization", BOOKTITLE = ICPR21, YEAR = "2021", PAGES = "6778-6785", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128648"} @inproceedings{bb132562, AUTHOR = "Su, Y.C. and Wu, Y.C. and Chen, K. and Liang, D. and Hu, X.L.", TITLE = "Dynamic Multi-path Neural Network", BOOKTITLE = ICPR21, YEAR = "2021", PAGES = "4137-4144", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128649"} @inproceedings{bb132563, AUTHOR = "Forouzesh, M. and Salehi, F. and Thiran, P.", TITLE = "Generalization Comparison of Deep Neural Networks via Output Sensitivity", BOOKTITLE = ICPR21, YEAR = "2021", PAGES = "7411-7418", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128650"} @inproceedings{bb132564, AUTHOR = "Rodriguez Rodriguez, J.A. and Molina Cabello, M.A. and Benitez Rochel, R. and Lopez Rubio, E.", TITLE = "The effect of image enhancement algorithms on convolutional neural networks", BOOKTITLE = ICPR21, YEAR = "2021", PAGES = "3084-3089", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128651"} @inproceedings{bb132565, AUTHOR = "Kocyigit, M.T. and Sevilla Lara, L. and Hospedales, T.M. and Bilen, H.", TITLE = "Unsupervised Batch Normalization", BOOKTITLE = VL3W20, YEAR = "2020", PAGES = "3994-3999", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128652"} @inproceedings{bb132566, AUTHOR = "Gomez Flores, W. and Sossa Azuela, J.H.", TITLE = "Towards Dendrite Spherical Neurons for Pattern Classification", BOOKTITLE = MCPR20, YEAR = "2020", PAGES = "14-24", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128653"} @inproceedings{bb132567, AUTHOR = "Tokmakov, P. and Wang, Y.X. and Hebert, M.", TITLE = "Learning Compositional Representations for Few-Shot Recognition", BOOKTITLE = ICCV19, YEAR = "2019", PAGES = "6371-6380", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128654"} @inproceedings{bb132568, AUTHOR = "Zhuang, C.X. and Zhai, A. and Yamins, D.", TITLE = "Local Aggregation for Unsupervised Learning of Visual Embeddings", BOOKTITLE = ICCV19, YEAR = "2019", PAGES = "6001-6011", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128655"} @inproceedings{bb132569, AUTHOR = "Xie, S. and Kirillov, A. and Girshick, R. and He, K.", TITLE = "Exploring Randomly Wired Neural Networks for Image Recognition", BOOKTITLE = ICCV19, YEAR = "2019", PAGES = "1284-1293", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128656"} @inproceedings{bb132570, AUTHOR = "Tsotsos, J. and Kotseruba, I. and Andreopoulos, A. and Wu, Y.", TITLE = "Why Does Data-Driven Beat Theory-Driven Computer Vision?", BOOKTITLE = NeruArch19, YEAR = "2019", PAGES = "2057-2060", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128657"} @inproceedings{bb132571, AUTHOR = "Lin, W. and Yang, Z.F. and Chen, X. and Zhao, Q.Y. and Li, X.K. and Liu, Z.M. and He, J.F.", TITLE = "Robustness Verification of Classification Deep Neural Networks via Linear Programming", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "11410-11419", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128658"} @inproceedings{bb132572, AUTHOR = "Zhang, C.Q. and Liu, Y.Q. and Fu, H.Z.", TITLE = "AE2-Nets: Autoencoder in Autoencoder Networks", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "2572-2580", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128659"} @inproceedings{bb132573, AUTHOR = "Zhang, L.H. and Qi, G.J. and Wang, L.Q. and Luo, J.B.", TITLE = "AET vs. AED: Unsupervised Representation Learning by Auto-Encoding Transformations Rather Than Data", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "2542-2550", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128660"} @inproceedings{bb132574, AUTHOR = "Li, Y. and Kuang, Z.H. and Chen, Y.M. and Zhang, W.", TITLE = "Data-Driven Neuron Allocation for Scale Aggregation Networks", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "11518-11526", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128661"} @inproceedings{bb132575, AUTHOR = "Wang, G. and Wang, K. and Lin, L.", TITLE = "Adaptively Connected Neural Networks", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "1781-1790", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128662"} @inproceedings{bb132576, AUTHOR = "Li, Q. and Mai, L. and Alcorn, M.A. and Nguyen, A.", TITLE = "A Cost-effective Method for Improving and Re-purposing Large, Pre-trained GANs by Fine-tuning Their Class-embeddings", BOOKTITLE = ACCV20, YEAR = "2020", PAGES = "IV:526-541", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128663"} @inproceedings{bb132577, AUTHOR = "Alcorn, M.A. and Li, Q. and Gong, Z. and Wang, C.F. and Mai, L. and Ku, W.S. and Nguyen, A.", TITLE = "Strike (With) a Pose: Neural Networks Are Easily Fooled by Strange Poses of Familiar Objects", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "4840-4849", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128664"} @inproceedings{bb132578, AUTHOR = "Zhao, K. and Matsukawa, T. and Suzuki, E.", TITLE = "Retraining: A Simple Way to Improve the Ensemble Accuracy of Deep Neural Networks for Image Classification", BOOKTITLE = ICPR18, YEAR = "2018", PAGES = "860-867", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128665"} @inproceedings{bb132579, AUTHOR = "Maier, A. and Schebesch, F. and Syben, C. and Wurfl, T. and Steidl, S. and Choi, J.H. and Fahrig, R.", TITLE = "Precision Learning: Towards Use of Known Operators in Neural Networks", BOOKTITLE = ICPR18, YEAR = "2018", PAGES = "183-188", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128666"} @inproceedings{bb132580, AUTHOR = "Wang, P.S. and Hu, Q.H. and Zhang, Y.F. and Zhang, C.J. and Liu, Y. and Cheng, J.", TITLE = "Two-Step Quantization for Low-Bit Neural Networks", BOOKTITLE = CVPR18, YEAR = "2018", PAGES = "4376-4384", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128667"} @inproceedings{bb132581, AUTHOR = "Shen, H.", TITLE = "Towards a Mathematical Understanding of the Difficulty in Learning with Feedforward Neural Networks", BOOKTITLE = CVPR18, YEAR = "2018", PAGES = "811-820", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128668"} @inproceedings{bb132582, AUTHOR = "Murdock, C. and Chang, M.F. and Lucey, S.", TITLE = "Deep Component Analysis via Alternating Direction Neural Networks", BOOKTITLE = ECCV18, YEAR = "2018", PAGES = "XV: 851-867", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128669"} @inproceedings{bb132583, AUTHOR = "Velasco Montero, D. and Fernandez Berni, J. and Carmona Galan, R. and Rodriguez Vazquez, A.", TITLE = "Optimum Network/Framework Selection from High-Level Specifications in Embedded Deep Learning Vision Applications", BOOKTITLE = ACIVS18, YEAR = "2018", PAGES = "369-379", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128670"} @inproceedings{bb132584, AUTHOR = "Li, H.Y. and Guo, X.Y. and Dai, B. and Ouyang, W.L. and Wang, X.G.", TITLE = "Neural Network Encapsulation", BOOKTITLE = ECCV18, YEAR = "2018", PAGES = "XI: 266-282", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128671"} @inproceedings{bb132585, AUTHOR = "Cheng, H. and Lian, D.Z. and Gao, S.H. and Geng, Y.L.", TITLE = "Evaluating Capability of Deep Neural Networks for Image Classification via Information Plane", BOOKTITLE = ECCV18, YEAR = "2018", PAGES = "XI: 181-195", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128672"} @inproceedings{bb132586, AUTHOR = "Liu, X.Q. and Cheng, M.H. and Zhang, H. and Hsieh, C.J.", TITLE = "Towards Robust Neural Networks via Random Self-Ensemble", BOOKTITLE = ECCV18, YEAR = "2018", PAGES = "VII: 381-397", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128673"} @inproceedings{bb132587, AUTHOR = "Su, D. and Zhang, H. and Chen, H.G. and Yi, J.F. and Chen, P.Y. and Gao, Y.P.", TITLE = "Is Robustness the Cost of Accuracy?: A Comprehensive Study on the Robustness of 18 Deep Image Classification Models", BOOKTITLE = ECCV18, YEAR = "2018", PAGES = "XII: 644-661", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128674"} @inproceedings{bb132588, AUTHOR = "Stock, P. and Cisse, M.", TITLE = "ConvNets and ImageNet Beyond Accuracy: Understanding Mistakes and Uncovering Biases", BOOKTITLE = ECCV18, YEAR = "2018", PAGES = "VI: 504-519", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128675"} @inproceedings{bb132589, AUTHOR = "Wang, J. and Russakovsky, O. and Ramanan, D.", TITLE = "The More You Look, the More You See: Towards General Object Understanding Through Recursive Refinement", BOOKTITLE = WACV18, YEAR = "2018", PAGES = "1794-1803", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128676"} @inproceedings{bb132590, AUTHOR = "Goh, G.B. and Siegel, C. and Vishnu, A. and Hodas, N. and Baker, N.", TITLE = "How Much Chemistry Does a Deep Neural Network Need to Know to Make Accurate Predictions?", BOOKTITLE = WACV18, YEAR = "2018", PAGES = "1340-1349", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128677"} @inproceedings{bb132591, AUTHOR = "Yuan, B. and Chen, J. and Zhang, W. and Tai, H.S. and McMains, S.", TITLE = "Iterative Cross Learning on Noisy Labels", BOOKTITLE = WACV18, YEAR = "2018", PAGES = "757-765", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128678"} @inproceedings{bb132592, AUTHOR = "Novotny, D. and Larlus, D. and Vedaldi, A.", TITLE = "I Have Seen Enough: Transferring Parts Across Categories", BOOKTITLE = BMVC16, YEAR = "2016", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128679"} @inproceedings{bb132593, AUTHOR = "Stabinger, S. and Rodriguez Sanchez, A.", TITLE = "Evaluation of Deep Learning on an Abstract Image Classification Dataset", BOOKTITLE = CogCV17, YEAR = "2017", PAGES = "2767-2772", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128680"} @inproceedings{bb132594, AUTHOR = "Hou, S.H. and Liu, X. and Wang, Z.L.", TITLE = "DualNet: Learn Complementary Features for Image Recognition", BOOKTITLE = ICCV17, YEAR = "2017", PAGES = "502-510", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128681"} @inproceedings{bb132595, AUTHOR = "Eisenschtat, A. and Wolf, L.B.", TITLE = "Linking Image and Text with 2-Way Nets", BOOKTITLE = CVPR17, YEAR = "2017", PAGES = "1855-1865", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128682"} @inproceedings{bb132596, AUTHOR = "Papandreou, G. and Kokkinos, I. and Savalle, P.A.", TITLE = "Modeling local and global deformations in Deep Learning: Epitomic convolution, Multiple Instance Learning, and sliding window detection", BOOKTITLE = CVPR15, YEAR = "2015", PAGES = "390-399", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128683"} @inproceedings{bb132597, AUTHOR = "Zhou, X.Z. and Xie, L. and Zhang, P. and Zhang, Y.N.", TITLE = "An ensemble of deep neural networks for object tracking", BOOKTITLE = ICIP14, YEAR = "2014", PAGES = "843-847", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128684"} @inproceedings{bb132598, AUTHOR = "Miclut, B.", TITLE = "Committees of Deep Feedforward Networks Trained with Few Data", BOOKTITLE = GCPR14, YEAR = "2014", PAGES = "736-742", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128685"} @inproceedings{bb132599, AUTHOR = "Yu, W. and Yang, K.Y. and Bai, Y.L. and Yao, H.X. and Rui, Y.", TITLE = "DNN Flow: DNN Feature Pyramid based Image Matching", BOOKTITLE = BMVC14, YEAR = "2014", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT128686"}