This paper explores an interactive method to diagnose knowledge representations of a CNN, in order to use CNN knowledge to model object parts. Unlike traditional end-toend learning of CNNs that require numerous training samples, given a CNN pre-trained for object classification, we mine object part patterns from the CNN in the scenario of one/multi-shot learning. More specifically, our method u...

We explore the behavior of power-law shot noise, for which the associated impulse response functions assume a decaying power-law form. We obtain expressions for the moments, moment generating functions, amplitude probability density functions, autocorrelation functions, and power spectral densities for a variety of parameters of the process. For certain parameters the power spectral density exh...

Proper assembly and orientation of the bipolar mitotic spindle is critical to the fidelity of cell division. Mitotic precision fundamentally contributes to cell fate specification, tissue development and homeostasis, and chromosome distribution within daughter cells. Defects in these events are thought to contribute to several human diseases. The underlying mechanisms that function in spindle m...

In open domain table-to-text generation, we notice the unfaithful generation usually contains hallucinated entities which can not be aligned to any input table record. We thus try evaluate faithfulness with two entity-centric metrics: record coverage and ratio of in text, both are shown have strong agreement human judgements. Then based on these metrics, quantitatively analyze correlation betwe...

We examined the jaw size, age and sex distribution of 324 red deer constituting a comprehensive record of all recreational hunting kills made by a single hunter of the Tararua ranges of North Island New Zealand over a period 20 years (1976-1996). The proportion of stags shot at times other than the rut (March April) was not significantly different to that in a sample of deer obtained by commerc...

Informed consents, either for treatment or use/disclosure, that protect the privacy of patient information subject to law that in certain circumstances may override patient wishes, are mandatory practice in healthcare. Although the healthcare industry has widely adopted Electronic Medical Record (EMR) systems, consents are still obtained and stored primarily on paper or scanned electronic docum...

An efficient technique for summarization of stereoscopic video sequences is presented in this paper, which extracts a small but meaningful set of video frames using a content-based sampling algorithm. The proposed video-content representation provides the capability of browsing digital stereoscopic video sequences and performing more efficient content-based queries and indexing. Each stereoscop...

In this paper, we study the few-shot multi-label classification for user intent detection. For detection, state-of-the-art work estimates label-instance relevance scores and uses a threshold to select multiple associated labels. To determine appropriate thresholds with only few examples, first learn universal thresholding experience on data-rich domains, then adapt certain domains calibration b...

This review highlights the pharmacology, pharmacokinetics, pharmacological actions, therapeutic uses and adverse effects of cannabinoids. The effect of cannabinoids on anaesthesia is mentioned briefly. Important advances have taken place in cannabinoid research over the last few years and have led to the discovery of novel ligands. The possible clinical applications of these ligands and the dir...

Clinical application of evidence-based pharmacogenomics information has the potential to help healthcare professionals provide safe and effective medication management to patients. However, there is a gap between the advances of pharmacogenomics discovery and the health professionals' knowledge regarding pharmacogenomics testing and therapeutic uses. Furthermore, pharmacogenomics education mate...