We study supersymmetric quantum mechanics on RPn,SO(n),G2 and U(2) to examine Witten’s Morse theory concretely. We confirm the simple instanton picture of the de Rham cohomology that has been given in a previous paper. We use a reflection symmetry of each theory to select the true vacuums. The number of selected vacuums agrees with the de Rham cohomology for each of the above manifolds.

State-of-the-art object detection models rely on large-scale datasets for training to achieve good precision. Without sufficient samples, the model can suffer from severe overfitting. Current explorations in few-shot are mainly divided into meta-learning-based methods and fine-tuning-based methods. However, existing do not focus how feature maps should be processed present more accurate regions...

Proper quality control and clear stages provide innovation in preventing solving problems faced by the company. PT. XYZ Karawang is a textile industry company that produces polyester cotton fabrics. In fact, this still finds products with non-standard quality. From previous research data, number of defects fabric tends to be quite high does not comply standard, which exceeds 2% set Meanwhile, a...

In this paper, a new fuzzy group decision making (FGDM) model based on  -level sets, is proposed to generate, more accurate fuzzy using, risk priority numbers (RPNs) and ensure to be robust against the uncertainty. This model allows decision makers (DMs) to evaluate FMEA risk factors using linguistic terms rather than precise numerical values, allows them to express their opinions independentl...

Motivation: I Previous work shows improvement with better proposal methods [1] I State-of-the-art CNN based action classi cation relies on multi-frame optical ow [2] I Object recognition is improved by multiple-region feature [3] Contribution: I We introduce a motion Region Proposal Network (RPN) I We show that multi-frame optical ow signi cantly improves action detection I We embed a multi-reg...

Partial Nephrectomy (PN) has been recognized as the standard of care operation for the small renal mass (< 4cm) [11]. While PN has been heralded as a nephron-sparing surgical approach, the incidence of post-operative complications including hemorrhage and pseudoaneurysm may prevent widespread adoption [12]. One potential advantage of Robotic Partial Nephrectomy (RPN) is that it may mitigate the...

A Single Instruction Multiple Thread CUDA interpreter provides SIMD like parallel evaluation of the whole GP population of 1 4 million RPN expressions on graphics cards and nVidia Tesla T10P. Using sub-machine code GP a sustain peak performance of 212 billion GP operations per second (3300 speed up) and an average of 4.5 peta GP ops per day is reported for a single card on a Boolean induction b...