This document discusses various methods for calculating Wasserstein distance between probability distributions, including:
- Sliced Wasserstein distance, which projects distributions onto lower-dimensional spaces to enable efficient 1D optimal transport calculations.
- Max-sliced Wasserstein distance, which focuses sampling on the most informative projection directions.
- Generalized sliced Wasserstein distance, which uses more flexible projection functions than simple slicing, like the Radon transform.
- Augmented sliced Wasserstein distance, which applies a learned transformation to distributions before projecting, allowing more expressive matching between distributions.
These sliced/generalized Wasserstein distances have been used as loss functions for generative models with promising
This document discusses various methods for calculating Wasserstein distance between probability distributions, including:
- Sliced Wasserstein distance, which projects distributions onto lower-dimensional spaces to enable efficient 1D optimal transport calculations.
- Max-sliced Wasserstein distance, which focuses sampling on the most informative projection directions.
- Generalized sliced Wasserstein distance, which uses more flexible projection functions than simple slicing, like the Radon transform.
- Augmented sliced Wasserstein distance, which applies a learned transformation to distributions before projecting, allowing more expressive matching between distributions.
These sliced/generalized Wasserstein distances have been used as loss functions for generative models with promising
Dokumen tersebut membahas tentang teknik-teknik optimasi mesin pencari (SEO) untuk memaksimalkan peringkat situs web, meliputi penjelasan mengenai algoritma pemeringkat Google, komponen-komponen SEO seperti pageviews, bounce rate, kata kunci, backlinks dan permalinks, serta langkah-langkah untuk memastikan kesuksesan kampanye SEO.
Dokumen tersebut membahas perkembangan dunia internet dengan menyajikan statistik pengguna internet di Indonesia, tren teknologi terbaru seperti platform media sosial dan gadget, optimasi mesin pencari (SEO), iklan digital, serta masa depan media daring yang diprediksi semakin mengarah pada konten multimedia interaktif di berbagai platform.
1) The study evaluated the effectiveness of hyaluronic acid (HA) injections in treating different grades of rotator cuff lesions in 100 patients.
2) Results showed HA injections significantly reduced pain and improved shoulder function in patients with bursitis and partial tears (grades 1 and 2).
3) For patients with full thickness tears (grade 3) or cuff tear arthropathy (grade 4), HA provided only minor and temporary benefits to shoulder function and pain.
4) The study concluded HA injections are a useful treatment for lower grade cuff lesions but have limited effectiveness for higher grade lesions like full thickness tears.
Augmented Reality as A Pervasive Technology: Context-Aware ApproachAditya Yudiantika
Augmented reality (AR) is an application of pervasive computing that combines the real world and virtual objects. AR has three main characteristics - it combines real and virtual worlds, it is interactive in real-time, and it is spatially registered in 3D. Some applications of AR include personal assistants, navigation aids, industrial design/maintenance, education/training, and games/entertainment. Future developments of AR include mobile and wearable devices that take advantage of cloud computing infrastructure for energy efficiency and mobility. AR technologies will become more popular and create pervasive computing environments by embedding virtual objects in the real world.
The document discusses IBM's MQ infrastructure including universal connectivity, MQ File Transfer Edition, MQ security with MQ Advanced Message Security, and the latest features in MQ 7.1. It highlights MQ's role in providing a universal message bus to access enterprise data from anywhere. MQ FTE 7.0.2 is noted as supporting file transfers between FTP/SFTP servers and MQ to modernize legacy FTP-based solutions while ensuring reliability and auditability of those transfers. The speaker's agenda covers these MQ topics.
Realitas Tertambah (AR) memungkinkan penggabungan realitas nyata dengan grafis atau efek interaktif melalui perangkat AR. Teknologi ini menarik bagi para pemasar karena memungkinkan promosi dan komunikasi yang interaktif untuk menarik minat pembeli. AR juga bermanfaat dalam aplikasi jual beli properti karena memungkinkan pengguna melihat informasi detail properti secara langsung melalui kamera smartphone."
The document outlines a marketing campaign for AT&T targeting University of Arizona students. Preliminary research found students are price sensitive, primarily use phones for texting, and have been with their current provider for over two years. Focus groups provided insights into student perceptions of AT&T and Verizon brands. The campaign strategy leverages nostalgia and humor through an integrated social media campaign. Events on campus generated over 100,000 impressions and post-campaign research found increased NPS, brand awareness, and an ROI of over 7,000%.
Running a Social Media Department of Onejenna_withrow
How can you maintain an extensive social media presence alone? This presentation provides tips on how to best make use of your limited time and resources when preparing to launch a social media presence for your brand. This presentation was originally presented at the National Association for College Admissions Council Annual Conference in 2012.
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive functioning. Exercise causes chemical changes in the brain that may help protect against mental illness and improve symptoms.
Este documento presenta la información de 6 integrantes de un equipo y describe la anatomía de la mano humana. Se detalla la estructura ósea de la mano, los músculos intrínsecos organizados en 4 compartimientos, y las venas y arterias principales de la mano y los dedos. Finalmente, se resumen algunas patologías comunes asociadas con actividades deportivas, artrósicas y las tareas del hogar.
オープンコミュニティ「要求開発アライアンス」(http://www.openthology.org)の2012年6月定例会発表資料です。
Open Community "Requirement Development Alliance" 2012/6 regular meeting of the presentation materials.