@article{bb149900, 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#TT145835"} @article{bb149901, 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#TT145836"} @article{bb149902, 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#TT145837"} @article{bb149903, 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#TT145838"} @article{bb149904, 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#TT145839"} @article{bb149905, 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#TT145840"} @article{bb149906, 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#TT145841"} @article{bb149907, 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#TT145842"} @article{bb149908, 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#TT145843"} @article{bb149909, 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#TT145844"} @article{bb149910, 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#TT145845"} @article{bb149911, 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#TT145846"} @article{bb149912, 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#TT145847"} @article{bb149913, 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#TT145848"} @article{bb149914, 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#TT145849"} @inproceedings{bb149915, 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#TT145850"} @inproceedings{bb149916, 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#TT145851"} @article{bb149917, 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#TT145852"} @article{bb149918, 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#TT145853"} @article{bb149919, 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#TT145854"} @article{bb149920, 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#TT145855"} @article{bb149921, 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#TT145856"} @article{bb149922, 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#TT145857"} @article{bb149923, 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#TT145858"} @article{bb149924, 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#TT145859"} @inproceedings{bb149925, 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#TT145860"} @inproceedings{bb149926, 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#TT145861"} @article{bb149927, 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#TT145862"} @inproceedings{bb149928, 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#TT145862"} @article{bb149929, 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#TT145863"} @article{bb149930, 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#TT145864"} @article{bb149931, 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#TT145865"} @article{bb149932, AUTHOR = "Soflaei, M. and Zhang, R. and Guo, H.Y. and Al Bashabsheh, A. and Mao, Y.Y.", TITLE = "Information Bottleneck and Aggregated Learning", JOURNAL = PAMI, VOLUME = "45", YEAR = "2023", NUMBER = "12", MONTH = "December", PAGES = "14807-14820", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT145866"} @inproceedings{bb149933, 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#TT145867"} @article{bb149934, AUTHOR = "Shin, C.H. and Oh, S.J.", TITLE = "Co-TES: Learning noisy labels with a Co-Teaching Exchange Student method", JOURNAL = PRL, VOLUME = "182", YEAR = "2024", PAGES = "17-23", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT145868"} @article{bb149935, AUTHOR = "Deng, H.Q. and Zou, N. and Du, M. and Chen, W.F. and Feng, G. and Yang, Z.W. and Li, Z.Y. and Zhang, Q.S.", TITLE = "Unifying Fourteen Post-Hoc Attribution Methods With Taylor Interactions", JOURNAL = PAMI, VOLUME = "46", YEAR = "2024", NUMBER = "7", MONTH = "July", PAGES = "4625-4640", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT145869"} @article{bb149936, AUTHOR = "Chen, D. and Liu, J. and Che, X.Y.", TITLE = "On the Upper Bounds of Number of Linear Regions and Generalization Error of Deep Convolutional Neural Networks", JOURNAL = PAMI, VOLUME = "47", YEAR = "2025", NUMBER = "6", MONTH = "June", PAGES = "5014-5022", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT145870"} @article{bb149937, AUTHOR = "Liu, R.Y. and Lam, K.Y. and Zhou, W. and Wu, S. and Zhao, J. and Hu, D.T. and Gong, M.M.", TITLE = "STBA: Towards Evaluating the Robustness of DNNs for Query-Limited Black-Box Scenario", JOURNAL = MultMed, VOLUME = "27", YEAR = "2025", PAGES = "2666-2681", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT145871"} @article{bb149938, AUTHOR = "Wang, Q.Z. and Wang, G. and Liang, Y.C.", TITLE = "RBFNN-Enabled Distributed Estimation Over Complex Networks in Intricate Environments", JOURNAL = SPLetters, VOLUME = "32", YEAR = "2025", PAGES = "2299-2303", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT145872"} @inproceedings{bb149939, AUTHOR = "Kang, H. and Ryu, J.", TITLE = "Enriching Local Patterns with Multi-Token Attention for Broad-Sight Neural Networks", BOOKTITLE = WACV25, YEAR = "2025", PAGES = "8270-8279", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT145873"} @inproceedings{bb149940, AUTHOR = "Su, S. and Li, X. and Doan, T. and Behpour, S. and He, W.B. and Gou, L. and Miao, F. and Ren, L.", TITLE = "Metaat: Active Testing for Label-efficient Evaluation of Dense Recognition Tasks", BOOKTITLE = ECCV24, YEAR = "2024", PAGES = "LXXVIII: 325-342", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT145874"} @inproceedings{bb149941, AUTHOR = "Lee, J.H. and Woo, J.O. and Moon, H.K. and Lee, K.", TITLE = "Unsupervised Accuracy Estimation of Deep Visual Models using Domain-Adaptive Adversarial Perturbation without Source Samples", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "16397-16406", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT145875"} @inproceedings{bb149942, AUTHOR = "Muller, N.M. and Jacobs, J. and Williams, J. and Bottinger, K.", TITLE = "Localized Shortcut Removal", BOOKTITLE = XAI4CV23, YEAR = "2023", PAGES = "3721-3725", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT145876"} @inproceedings{bb149943, AUTHOR = "Chen, Y.H. and Zhang, S. and Song, R.J.", TITLE = "Scoring Your Prediction on Unseen Data", BOOKTITLE = VDU23, YEAR = "2023", PAGES = "3279-3288", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT145877"} @inproceedings{bb149944, AUTHOR = "Pan, Z.Z. and Cai, J.F. and Zhuang, B.", TITLE = "Stitchable Neural Networks", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "16102-16112", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT145878"} @inproceedings{bb149945, AUTHOR = "Liu, B.Y. and Rony, J. and Galdran, A. and Dolz, J. and Ayed, I.B.", TITLE = "Class Adaptive Network Calibration", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "16070-16079", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT145879"} @inproceedings{bb149946, AUTHOR = "Shen, Y. and Sun, X. and Wei, X.S.", TITLE = "Equiangular Basis Vectors", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "11755-11765", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT145880"} @inproceedings{bb149947, AUTHOR = "Feng, R. and Zheng, K. and Zhu, K. and Shen, Y.J. and Zhao, J. and Huang, Y.K. and Zhao, D.L. and Zhou, J.R. and Jordan, M. and Zha, Z.J.", TITLE = "Neural Dependencies Emerging from Learning Massive Categories", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "11711-11720", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT145881"} @inproceedings{bb149948, AUTHOR = "Cherian, A. and Peng, K.C. and Lohit, S. and Smith, K.A. and Tenenbaum, J.B.", TITLE = "Are Deep Neural Networks SMARTer Than Second Graders?", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "10834-10844", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT145882"} @inproceedings{bb149949, 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#TT145883"} @inproceedings{bb149950, 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#TT145884"} @inproceedings{bb149951, 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#TT145885"} @inproceedings{bb149952, 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#TT145886"} @inproceedings{bb149953, 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#TT145887"} @inproceedings{bb149954, 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#TT145888"} @inproceedings{bb149955, 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#TT145889"} @inproceedings{bb149956, 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#TT145890"} @inproceedings{bb149957, 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#TT145891"} @inproceedings{bb149958, 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#TT145892"} @inproceedings{bb149959, 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#TT145893"} @inproceedings{bb149960, 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#TT145894"} @inproceedings{bb149961, 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#TT145895"} @inproceedings{bb149962, 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#TT145896"} @inproceedings{bb149963, 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#TT145897"} @inproceedings{bb149964, 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#TT145898"} @inproceedings{bb149965, 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#TT145899"} @inproceedings{bb149966, 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#TT145900"} @inproceedings{bb149967, 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#TT145901"} @inproceedings{bb149968, 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#TT145902"} @inproceedings{bb149969, 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#TT145903"} @inproceedings{bb149970, 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#TT145904"} @inproceedings{bb149971, AUTHOR = "Alcorn, M.A. and Li, Q. and Gong, Z.T. 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#TT145905"} @inproceedings{bb149972, 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#TT145906"} @inproceedings{bb149973, 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#TT145907"} @inproceedings{bb149974, 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#TT145908"} @inproceedings{bb149975, 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#TT145909"} @inproceedings{bb149976, 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#TT145910"} @inproceedings{bb149977, 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#TT145911"} @inproceedings{bb149978, 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#TT145912"} @inproceedings{bb149979, 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#TT145913"} @inproceedings{bb149980, 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#TT145914"} @inproceedings{bb149981, 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#TT145915"} @inproceedings{bb149982, 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#TT145916"} @inproceedings{bb149983, 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#TT145917"} @inproceedings{bb149984, 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#TT145918"} @inproceedings{bb149985, 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#TT145919"} @inproceedings{bb149986, 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#TT145920"} @inproceedings{bb149987, 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#TT145921"} @inproceedings{bb149988, 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#TT145922"} @inproceedings{bb149989, 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#TT145923"} @inproceedings{bb149990, 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#TT145924"} @inproceedings{bb149991, 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#TT145925"} @inproceedings{bb149992, 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#TT145926"} @inproceedings{bb149993, 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#TT145927"} @inproceedings{bb149994, AUTHOR = "Agrawal, P. and Girshick, R. and Malik, J.", TITLE = "Analyzing the Performance of Multilayer Neural Networks for Object Recognition", BOOKTITLE = ECCV14, YEAR = "2014", PAGES = "VII: 329-344", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT145928"} @inproceedings{bb149995, AUTHOR = "Chakraborty, D.", TITLE = "Neural Network Ensembles from Training Set Expansions", BOOKTITLE = CIARP09, YEAR = "2009", PAGES = "629-636", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT145929"} @inproceedings{bb149996, AUTHOR = "Husek, D. and Moravec, P. and Snasel, V. and Frolov, A. and Rezankova, H. and Polyakov, P.", TITLE = "Comparison of Neural Network Boolean Factor Analysis Method with Some Other Dimension Reduction Methods on Bars Problem", BOOKTITLE = PReMI07, YEAR = "2007", PAGES = "235-243", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT145930"} @inproceedings{bb149997, AUTHOR = "Sridharan, K. and Beal, M.J. and Govindaraju, V.", TITLE = "Competitive Mixtures of Simple Neurons", BOOKTITLE = ICPR06, YEAR = "2006", PAGES = "II: 494-497", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT145931"} @inproceedings{bb149998, AUTHOR = "Lefebvre, G. and Laurent, C. and Ros, J. and Garcia, C.", TITLE = "Supervised Image Classification by SOM Activity Map Comparison", BOOKTITLE = ICPR06, YEAR = "2006", PAGES = "II: 728-731", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT145932"} @inproceedings{bb149999, AUTHOR = "Ros, J. and Laurent, C. and Lefebvre, G.", TITLE = "A Cascade of Unsupervised and Supervised Neural Networks for Natural Image Classification", BOOKTITLE = CIVR06, YEAR = "2006", PAGES = "92-101", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern648.html#TT145933"}