8 Matching Annotations
  1. Mar 2022
    1. Weak supervision also objectively identifies relevant morphological features from the tissue microenv-iornment without any a priori knowledge or subjective annotation. In three separate analyses, we showed thatour models can identify well-known morphological features and accordingly, has the capability of identify-ing new morphological features of diagnostic, prognostic, and therapeutic relevance.

      Their target images are very large and there is a known (supervised) label for the entire image, but no labels for parts of an image (e.g. where is the tumor exactly?). So the powerful property of their method is the ability to learn what parts of the image relate to the label on it's own.

  2. Jan 2022
    1. The Canadian experiment has been built, in large part, around the American experiment: They have the melting pot, we have the cultural mosaic; they have the free market, we have sensible regulation; they have “life, liberty and the pursuit of happiness,” we have “peace, order and good government.”

      I agree with this.

    2. Northrop Frye once defined a Canadian as “an American who rejects the Revolution.”

      I see what he means but I wouldn't go this far. Canadians do have a seperate cultural identity. It is defined by its lack of definiton and certainty, in contrast to American certainty. This ks why it isore resilient. It cannot have certainty because our nation was founded on "two solitudes" of French and English, Catholic and Protestant, and also the very different, though equally destructive relationship of the Eurooean colonizers with the Indigenous Peoples of Canada.

    3. A flaw lurked right at the core of the experiment, as flaws so often do in works of ambitious genius.

      The flaw was an assumption that everyone had the nation's best interests at heart, that they all wanted the same thing deep down.

    4. Difference is the core of the American experience. Difference is its genius. There has never been a country so comfortable with difference, so full of difference.

      Diversity is Strength. This is really one of their founding principles, even in its hypocrisy. For them the diversity was in religious faith and ways of thinking but did not include gender, ethnicity or anything else. In time this changed and it is the only reason America has done so well.

  3. Jul 2021
    1. Such a map, plus the universal property of AA A<math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mi>A</mi></mrow><annotation encoding="application/x-tex">A</annotation></semantics></math>, is in fact enough to reconstruct the entire Turing structure of CC \mathsf{C}<math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mstyle mathvariant="sans-serif"><mi>C</mi></mstyle></mrow><annotation encoding="application/x-tex">\mathsf{C}</annotation></semantics></math>.

      The minimal necessary to construct a Turing machine

    2. not necessarily extensional, only intensional)

      Whats the difference?