To validate the effectiveness of our joint training scheme, we also try an alternative of incorporating an off-the-shelf state-of-the-art scene parsing model [3] into our single encoder-decoder harmonization framework to provide semantic information. This network architecture is shown in Figure 1. We show quantitative comparisons on our synthesized dataset in Table 1 and 2. The MSE and PSNR of ...

To determine the influence of knowledge schemata on inhibitory processes we analysed how the typicality of the actions of an event modulated retrieval-induced forgetting (RIF). Participants were presented with a realistic videotape of a bank robbery. Based on a normative study, high- and low-typicality actions of the event were determined. After watching the video, participants practised retrie...

In the first paper of this two part communication, we solved in a unified framework a variety of two terminal source coding problems with noncooperative encoders, thereby consolidating works of Shannon, Slepian-Wolf, Wyner, Ahlswede-Körner, Wyner-Ziv, Berger et al. and Berger-Yeung. To achieve such unification we made use of a fundamental principle that dissociates bulk of the analysis from the...

BACKGROUND The typicality effect is present in neurologically intact populations for natural, ad-hoc, and well-defined categories. Although sparse, there is evidence of typicality effects in persons with chronic stroke aphasia for natural and ad-hoc categories. However, it is unknown exactly what influences the typicality effect in this population. AIMS The present study explores the possible...

Marketing approach of typicality seems far away from analytical one. Producers, agronomists and policy makers are often convinced about the original traits of typical food products. However distributors and consumers are less involved within the supply chain process of such products and are not skilled about the intrinsic value of typical food products. In this way marketing approach of typical...

The recent use of typicality in statistical mechanics for foundational purposes has stirred an important debate involving both philosophers and physicists. While this debate customarily focuses on technical issues, in this paper I try to approach the problem from an epistemological angle. The discussion is driven by two questions: (1) What does typicality add to the concept of measure? (2) What...

Three possible determinants of typicality were examined in categories of common household objects: family resemblance and an exemplar’s similarity to a geometrical centroid of the category, either unweighted or weighted for name frequencies. Similarity to the geometrical centroids in 2to 6-dimensional spaces outperformed family resemblance in predicting typicality. Finally, optimizing the predi...

The notion of typical sequences plays a key role in the theory of information. Central to the idea of typicality is that a sequence x1, x2, . . . , xn that is PX -typical should, loosely speaking, have an empirical distribution that is in some sense close to the distribution PX . The two most common notions of typicality are that of strong (letter) typicality and weak (entropy) typicality. Whil...