Unifying generative and discriminative learning principles by Strickert Marc, Posch Stefan, Grau Jan, Keilwagen Jens, Grosse Ivo

“…Only recently it was noticed that discriminative learning principles can be superior over generative ones in diverse bioinformatics applications, too.…”
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Discriminative learning after uncontrollable shocks by Angelica Capelari, Maria Helena Leite Hunziker

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Frequency effects in linear discriminative learning by Maria Heitmeier, Maria Heitmeier, Yu-Ying Chuang, Seth D. Axen, R. Harald Baayen, R. Harald Baayen

Subjects: “…linear discriminative learning…”
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Adaptive discriminant learning for face recognition by Kan, Meina, Shan, Shiguang, Su, Yu, Xu, Dong, Chen, Xilin

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The perception of stimulus relations : discrimination learning and transposition / by 199287 Reese, Hayne W.

Auditory Discrimination Learning: Role of Working Memory. by Yu-Xuan Zhang, David R Moore, Jeanne Guiraud, Katharine Molloy, Ting-Ting Yan, Sygal Amitay

“…Here we present three lines of evidence from healthy adults in support of the idea that the enhanced transfer of auditory discrimination learning is mediated by working memory (WM). …”
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Efficient discriminative learning of parts-based models by Kumar, MP, Zisserman, A, Torr, PHS

Mediated generalization in discrimination learning by Rhesus monkeys. by Gaffan, D, Dickinson, A

Visual discrimination learning and spatial acuity in sheep by Sugnaseelan, Sumita, Prescott, Neville B., Broom, Donald M., Wathes, Christopher M., Phillips, Clive J. C.

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Modeling Morphological Priming in German With Naive Discriminative Learning by R. Harald Baayen, Eva Smolka

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Multi-Scale Deep Subspace Clustering With Discriminative Learning by Jiao Wang, Bin Wu, Zhenwen Ren, Yunhui Zhou

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Dorsolateral Striatum Engagement Interferes with Early Discrimination Learning by Hadley C. Bergstrom, Anna M. Lipkin, Abby G. Lieberman, Courtney R. Pinard, Ozge Gunduz-Cinar, Emma T. Brockway, William W. Taylor, Mio Nonaka, Olena Bukalo, Tiffany A. Wills, F. Javier Rubio, Xuan Li, Charles L. Pickens, Danny G. Winder, Andrew Holmes

“…These data provide further evidence suggesting that the DLS is recruited in the construction of stimulus-elicited actions that ultimately automate behavior and liberate cognitive resources for other demands, but with a cost to performance at the outset of learning. : What is the contribution of the DLS in early discrimination learning? Bergstrom et al. show using in vivo optogenetics, fluorescence in situ hybridization, and brain-wide activity mapping that silencing the DLS facilitates early discrimination learning, drives activity in a parallel PL-DMS circuit, and preferentially recruits the DLS “direct” output pathway. …”
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An Emergent Discriminative Learning Is Elicited During Multifrequency Testing by Xingui Zhang, Xianhua Ye, Rui Cheng, Qi Li, Zhongju Xiao

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Visual Discrimination Learning in the Jumping Spider Phidippus regius by Massimo De Agrò, Lucia Regolin, Enzo Moretto

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Efficient discriminative learning of parametric nearest neighbor classifiers by Zhang, Z, Sturgess, P, Sengupta, S, Crook, N, Torr, PHS

Visual discrimination learning and transfer in rats with hippocampal lesions. by Stevens, R, Cowey, A

Global discriminative learning for higher-accuracy computational gene prediction. by Axel Bernal, Koby Crammer, Artemis Hatzigeorgiou, Fernando Pereira

“…With genomic information being created at an ever-increasing rate, it is worth investigating alternative approaches in which many different types of genomic evidence, with complex statistical dependencies, can be integrated by discriminative learning to maximize annotation accuracy. Among discriminative learning methods, large-margin classifiers have become prominent because of the success of support vector machines (SVM) in many classification tasks. …”
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An automated homecage system for multiwhisker detection and discrimination learning in mice. by Sarah M Bernhard, Jiseok Lee, Mo Zhu, Alex Hsu, Andrew Erskine, Samuel A Hires, Alison L Barth

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Semisupervised Hypergraph Discriminant Learning for Dimensionality Reduction of Hyperspectral Image by Fulin Luo, Tan Guo, Zhiping Lin, Jinchang Ren, Xiaocheng Zhou

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Dissociable processes for orientation discrimination learning and contextual illusion magnitude. by Charlotte Elizabeth Holmes Wilks, Geraint Rees, Dietrich Samuel Schwarzkopf

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