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9 Mar 2009: b) B-mode image of a breast invasive carcinoma withsurrounding ductal carcinoma in situ, (d) strain image using Gaussian filtering and (f) using C1NPR. ... b) B-mode image showingscrotal calcification, (d) strain image using Gaussian filtering and (f)

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20 Feb 2018: k(, )is factored into separate kernels over the belief state and ac-tion space kB(b,b′)kA(a,a′). ... kB(b,b′) =. h. 〈bh,b′h〉, (6). where bh is the probability distribution encoded in the hth hid-den node.

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20 Feb 2018: In dialogue management, the following kernelhas been successfully used:. k((b,a),(b′,a′)) = δ(a,a′) klin(b,b′). ... k((b,a,w),(b′,a′,w′)). = δ(a,a′) (klin(b,b. ′) klin(w,w′)). (9). 1A similar type of kernel extension has been

16 Jul 2009: a:a/1. b:b/1. a:a/1. b:b/1. a: /1ε. b: /1ε. a: /1ε. b: /1ε. ... a22. 23. 44. 45. oo1. b b3 4()()b2. 1. (). (a) Standard HMM phone topology.

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16 Feb 2008: Generalized Alignment Error : Extension of Alignment Error loss function toincorporate linguistic featuresLGAE (B, B. ′) = ... 2. bB. b′B′δi(i. ′)dijj′ where b = (i, j), b′ = (i′, j′).

20 Feb 2018: Based on this input, at every dialogue turn, a distributionof possible dialogue states called the belief state, an element of be-lief space b B, is estimated. ... kB(b,b′) =. h. 〈bh,b′h〉 (6). where bh is the probability distribution encoded in