The world’s population is not only growing, but also getting older, meaning more people will lose their sight due to chronic diseases [7]. Such impediments can have knock-on effects; for example, individuals with visual impairments who want an education may need specialized help in the form...
DGL is an easy-to-use, high performance and scalable Python package for deep learning on graphs. DGL is framework agnostic, meaning if a deep graph model is a component of an end-to-end application, the rest of the logics can be implemented in any major frameworks, such as PyTorch, Apa...
The primary assessment for this course will be a take-home assignment issued at the end of the term. This assignment will ask questions drawing on the concepts and models discussed in the course, as well as from selected research publications. The nature of the questions will include analysing...
New Fish Go Deep Album Now Out Hi folks. This isn’t a regular episode of the podcast just a quick audio reminder that the brand new Fish Go Deep album, What I Mean By Beautiful, is now out. You can stream or download it on all the usual sites and the lovely double vinyl gatefold...
150. “Love is the expansion of two natures in such fashion that each include the other, each is enriched by the other.”– Felix Adler Deep love quotes to elevate your perspective 151. “The greatest thing you’ll ever learn is to love and be loved in return.”– Natalie Cole ...
To address current limitations in the assessment of ventricular hypertrophy and disease diagnosis, we developed an end-to-end deep learning approach for labeling the LV dimensions, quantifying ventricular wall thickness, and predicting the cause of LVH. We first conducted frame-level semantic ...
In terrestrial environments, fungi are notoriously saprotrophic, meaning they actively breakdown recalcitrant non-bioavailable organic matter (e.g., polycyclic aromatic hydrocarbon, lignin, lignocellulose, carboxylic acids) subsequently turning it into labile carbon [17,18,19,20]. Recent studies have fou...
Finally, there is no clear consensus on the meaning of reproducibility, robustness and generalizability77. The notion of reproducibility should be driven mainly by the kind of application. References Sharma, N. & Aggarwal, L. M. Automated medical image segmentation techniques.J. Med. Phys. Assoc...
αandβin our loss function are parameters we can set or have change as a function of the epoch or the loss rate of change. We define the similarity between stegotext (or container text) and cover text with respect to meaning to be the cosine similarity of the embedding of both sequence...
DGL is an easy-to-use, high performance and scalable Python package for deep learning on graphs. DGL is framework agnostic, meaning if a deep graph model is a component of an end-to-end application, the rest of the logics can be implemented in any major frameworks, such as PyTorch, Apa...