International audience
The results of this study suggest that stressful life events are significantly more likely to occur in depressed children, particularly females, compared to anxious children, and that these events are predominantly characterized by independent events outside of the child's control. The results also suggest that loss events may be specific for depression in children. Interestingly, stress does not appear to impact the HPA axis in children, which is true for anxious, depressed, and normal control children. The temporal occurrence and severity, as well as the type of stressful life events as they relate to the onset and maintenance of anxiety and depression in children, need to be more fully explored.
There are billions of images with associated text available on the web. Some common areas where pictures and words are naturally linked include: web pages, captioned photographs, and video with speech or closed captioning. The central question that needs to be solved in order to organize these collections effectively is how to extract images in which specified objects are depicted from large pools of pictures with noisy text. This problem is challenging, because the relationship between words associated with an image and objects depicted within the image is often complex. This thesis demonstrates that, for many situations, collections of illustrated material can be exploited by using information from both the images themselves and from the associated text. The first project demonstrates that one can build a large collection of labeled face images by: identifying faces in images; identifying names in captions; then linking the faces and the names. The process of linking uses the fact that images of the same person tend to look more similar—in appropriate features—than images of different people. Furthermore, the structure of the language in a caption often supplies important cues as to which of the named people actually appear in the image. The second project shows that relations between words and images are strong, even when the text has a less formal structure than captions do. Images retrieved from the internet are classified as containing one of a set of animals or not, using both text that appears near the image and a set of simple image appearance descriptors. Animals are notoriously difficult to identify, because their appearance changes quite dramatically; however, this combination of words and weak appearance descriptors gives us a rather accurate classifier. The third project deals with the tendency of users to attach labels to images that do not belong there, typically because labels are attached to a whole set of images rather than to each image individually. This means that, for example, many images labeled with Chrysler building do not in fact depict that building. However, the ones that do tend to look similar in an appropriate sense, and it is possible to find images that are iconic representations of such a category using this cue.
An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
Greece’s third economic programme has been relatively successful, but before it can return to private market financing, the country will require more official debt relief. This column introduces a new CEPR Policy Insight which asks how much debt relief is required and how it should be delivered. Any debt relief package for Greece that wishes to avoid shifting the burden of repayment several generations into the future will need to include some degree of face-value debt relief.
Abstract As plastic waste increases, it is urgent to create new, sustainable materials. Functional polyolefins represent a subset of materials with unique properties that could obviate the need for unrecyclable composites. However, the diversity of polymer structures, which dictate properties, is limited by copolymerization strategies. Post‐polymerization functionalization of polyolefins represents a powerful orthogonal strategy to create new materials rapidly, and metal‐catalyzed variants impart selectivities that create polymers with unique structures and potential applications. This review highlights central challenges, contributions, and opportunities for future development of reactions of polyolefins. Specifically, we provide a detailed analysis of the challenges and precedents for metal‐catalyzed functionalization of C─H and C═C bonds of polyolefins, including catalytic alkylation, oxidation, borylation, alumination, amination, and dehydrogenation of C─H bonds and catalytic hydrocarbonylation, hydroamination, hydroaminomethylation, dihydroxylation, and cross‐metathesis of C═C bonds. Finally, we discuss opportunities for further reaction development to aid and motivate the design of new transformations of polyolefins.