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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Page: 1 2 Hits 1 – 20 of 27 1 Gated Skip Connections for High Fidelity, Identity-Preserving, Continuous Face Modification Yadav, Devendra Pratap. - : eScholarship, University of California, 2020 Abstract: Face image modification is a variant of the image-to-image translation task where we modify features of a face image to evoke given target attributes, while preserving the identity of the pictured person. Generative Adversarial Networks (GANs) using an encoder-decoder architecture have been widely used to modify both discrete and continuous face attributes, with a few different architectures designed to address the challenge of preserving identity through the modification. We propose a novel GAN architecture that introduces gated skip connections in the generator's decoder for this task. Our model enables high fidelity (512x512) modification with minimal changes to irrelevant facial regions, while using fewer parameters than existing approaches. We demonstrate the model on discrete CelebA attributes, continuous facial Action Unit labels, and perceived social impression traits such as "attractive", "kind", and "trustworthy". Our model is also able to selectively visualize the modified face features, allowing us to extract plausible visual explanations for face attributes, including, for the first time, social impression traits. An experiment with human raters validates that our model can effectively alter a face's social impressions. Keyword: Artificial intelligence; Computer science; face modification; generative adversarial network; high resolution; perception; skip connection; social impression traits URL: https://escholarship.org/uc/item/2xj641h3 BASE Hide details 2 Evidence and a Computational Explanation of Cultural Differences in Facial Expression Recognition Dailey, Matthew N.; Joyce, Carrie; Lyons, Michael J.... In: Emotion (2010) BASE Show details 3 Convergence of the Visual Field Split: Hemispheric Modeling of Face and Object Recognition Hsiao, Janet Hui-wen; Shieh, Danke X; Cottrell, Garrison W In: Journal of cognitive neuroscience. - Cambridge, Mass. : MIT Press Journals 20 (2008) 12, 2298 OLC Linguistik Show details 4 Why is the Fusiform Face Area recruited for novel categories of expertise?: A neurocomputational investigation Joyce, Carrie A.; Tong, Matthew H.; Cottrell, Garrison W.. - 2007 BASE Show details 5 Cognitive modeling Plunkett, Kim (Mitarb.); VanLehn, Kurt (Mitarb.); Prince, Alan (Mitarb.). - Cambridge, Mass [u.a.] : MIT Press, 2002 BLLDB UB Frankfurt Linguistik Show details 6 EMPATH : a neural network that categorizes facial expressions Dailey, Matthew N.; Cottrell, Garrison W.; Padgett, Curtis... In: Journal of cognitive neuroscience. - Cambridge, Mass. : MIT Press Journals 14 (2002) 8, 1158-1173 BLLDB Show details 7 EMPATH: A Neural Network that Categorizes Facial Expressions Dailey, Matthew N.; Cottrell, Garrison W.; Padgett, Curtis... In: Journal of cognitive neuroscience. - Cambridge, Mass. : MIT Press Journals 14 (2002) 8, 1158-1173 OLC Linguistik Show details 8 Degenerative grammar : the story of "outa" Cottrell, Garrison W. In: Connection science. - Abingdon, Oxfordshire : Taylor & Francis 8 (1996) 1, 153-154 BLLDB Show details 9 HUMOUR: Degenerative Grammar: The Story of Outa Cottrell, Garrison W In: Connection science. - Abingdon, Oxfordshire : Taylor & Francis 8 (1996) 1, 153-154 OLC Linguistik Show details 10 Programming the User-friendly Dog Cottrell, Garrison W In: Connection science. - Abingdon, Oxfordshire : Taylor & Francis 7 (1995) 3-4, 341-342 OLC Linguistik Show details 11 Acquiring the mapping from meaning to sounds Cottrell, Garrison W.; Plunkett, Kim In: Connection science. - Abingdon, Oxfordshire : Taylor & Francis 6 (1994) 4, 379-412 BLLDB Show details 12 Acquiring the Mapping from Meaning to Sounds Cottrell, Garrison W; Plunkett, Kim In: Connection science. - Abingdon, Oxfordshire : Taylor & Francis 6 (1994) 4, 379-412 OLC Linguistik Show details 13 Cognitive binding Metcalfe, Janet; Mencl, W.E.; Cottrell, Garrison W. In: Memory systems 1994 (Cambridge, Mass, 1994), p. 369-394 MPI für Psycholinguistik Show details 14 Modeling the Sequential Behavior of the Dog: The Second Naïve Dog Physics Manifesto Cottrell, Garrison W In: Connection science. - Abingdon, Oxfordshire : Taylor & Francis 5 (1993) 2, 189-190 OLC Linguistik Show details 15 Learning Simple Arithmetic Procedures Cottrell, Garrison W; Tsung, Fu-Sheng In: Connection science. - Abingdon, Oxfordshire : Taylor & Francis 5 (1993) 1, 37-58 OLC Linguistik Show details 16 Jimi Hendrix meets the giant screaming Buddha : recreating the sixties via backpropagation in time Cottrell, Garrison W. In: Connection science. - Abingdon, Oxfordshire : Taylor & Francis 4 (1992) 2, 155-156 BLLDB Show details 17 Cognitive Binding: A Computational-Modeling Analysis of a Distinction between Implicit and Explicit Memory Cottrell, Garrison W.; Mencl, W. E.; Metcalfe, Janet A.. - 1992 BASE Show details 18 New directions in connectionist dog modeling Cottrell, Garrison W. In: Connection science. - Abingdon, Oxfordshire : Taylor & Francis 3 (1991) 1, 89-90 BLLDB Show details 19 On the epistemological status of dog breath : or will the real qualia please stand up?: A reply to Sirloin Cottrell, Garrison W. In: Connection science. - Abingdon, Oxfordshire : Taylor & Francis 2 (1990) 4, 371-372 BLLDB Show details 20 A connectionist approach to word sense disambiguation Cottrell, Garrison W.. - London [u.a.] : Pitman [u.a.], 1989 BLLDB UB Frankfurt Linguistik Show details Page: 1 2

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