Vae based - PowerPoint PPT Presentation


Function Based Thinking

Function-based thinking in Missouri Schoolwide Positive Behavior Support, emphasizing data-based decision-making, mission clarity, and effective teaching practices. Understand how behavior is related to the environment and how environmental interventions play a key role in shaping expected behaviors

6 views • 27 slides


Adhesives which harden without chemical reaction

Adhesives can harden without a chemical reaction, using water-soluble materials, or through the loss of solvents. Environmental pressures are leading to the development of water-based adhesives to replace solvent-based ones. Various adhesives like neoprene adhesives and starch-based pastes offer dif

1 views • 17 slides



National Council on Gender-Based Violence and Femicide Bill, 2023 Overview

The National Council on Gender-Based Violence and Femicide Bill, 2023, aims to establish a statutory body to lead in the elimination of gender-based violence and femicide in South Africa. The Bill aligns with the National Strategic Plan and sets out provisions for the Council's establishment, purpos

1 views • 10 slides


Scale Based Regulation 2023 - Non-Banking Financial Company (NBFCs)

On October 19, 2023, the Reserve Bank of India (\u201cRBI\u201d) has issued \u2018Master Direction \u2013 Reserve Bank of India (Non-Banking Financial Company \u2013 Scale Based Regulation) Directions 2023\u2019 (\u2018SBR Master Direction\u2019). The SBR Master Direction aims to harmonize the Previ

0 views • 9 slides


Precision Fermentation in Sustainable Food Production

Precision Fermentation is a specialized bioprocessing technique that utilizes microbes as cell factories to produce specific functional ingredients like proteins, vitamins, enzymes, and more. This innovative technology addresses the challenges of increasing food demands in a sustainable way, offerin

0 views • 12 slides


Understanding Deep Generative Models in Probabilistic Machine Learning

This content explores various deep generative models such as Variational Autoencoders and Generative Adversarial Networks used in Probabilistic Machine Learning. It discusses the construction of generative models using neural networks and Gaussian processes, with a focus on techniques like VAEs and

9 views • 18 slides


Guidelines and Recommendations for Hydrographic Offices CATZOC Allocation

The report highlights guidelines for Hydrographic Offices to allocate CATZOC values based on minimum bathymetry standards, ZOC categories, and best practices from various national methodologies. It covers position accuracy, depth accuracy, and seafloor coverage criteria. The allocation is primarily

6 views • 18 slides


Chat Based data Engineering Tool Leading the Way with Ask On Data

To stay ahead of the curve in the fast-paced field of data engineering, creativity is essential. Chat-based solutions are becoming a major player in the development of data engineering as businesses look to streamline their data workflows. Chat based data engineering is transforming how teams intera

3 views • 1 slides


Understanding Competency-Based Education in Modern Curricula

Explore the differences between new and old curricula, grasp the concept of theoretical versus competency-based education, and delve into the benefits of competency-based learning. Discover how competency-based education shifts the focus from grades to students' competence in subjects.

4 views • 10 slides


Routines-Based Intervention for Early Childhood Home Visiting

Learn about the Routines-Based Intervention for Early Childhood Home Visiting by Robin McWilliam from the Evidence-based International Early Intervention Office. Explore how children learn, service decision-making, support provision, and evaluation. Understand the importance of needs assessment, eng

0 views • 34 slides


Understanding Carbon-Based Nanomaterials and Their Technical Applications

Carbon-based nanomaterials, including fullerenes and carbon nanotubes, have revolutionized various industries with their unique properties. These materials, classified based on their geometrical structure, have applications in fields such as electronics, gas storage, biotechnology, and more. Fullere

0 views • 12 slides


Understanding Large Scale Retailing and Store Classification

Large scale retailing encompasses department stores, multiple shops, mail-order businesses, and super bazaars. It can be classified into store-based and non-store based retailing, further divided based on ownership and merchandise offered. Store-based retailers include independent retailers, chain r

1 views • 16 slides


Exploring Graph-Based Data Science: Opportunities, Challenges, and Techniques

Graph-based data science offers a powerful approach to analyzing data by leveraging graph structures. This involves using graph representation, analysis algorithms, ML/AI techniques, kernels, embeddings, and neural networks. Real-world examples show the utility of data graphs in various domains like

3 views • 37 slides


Machine Learning for Predicting Path-Based Slack in Timing Analysis

Utilizing machine learning to forecast path-based slack in graph-based timing analysis offers a solution for optimizing power and area efficiency in the design process. The Static Timing Analysis incorporates accurate path-based analysis (PBA) and fast graph-based analysis (GBA) to estimate transiti

1 views • 31 slides


Understanding Different Types of Recommender Systems

Recommender systems play a crucial role in providing personalized recommendations to users. This article delves into various types of recommender systems including Collaborative Filtering, Content-Based, Knowledge-Based, and Group Recommender Systems. Collaborative Filtering involves making predicti

0 views • 7 slides


Gender-based Violence Against Women in the Judiciary

Gender-based violence against women refers to violence directed at women because of their gender, encompassing physical, mental, and sexual harm, coercion, and deprivation of liberty. The judiciary plays a crucial role in addressing wrongful gender stereotyping in gender-based violence cases to ensu

0 views • 16 slides


RRC-Based BWP Switching for SCell Approval Document

Background on RRC-based BWP switching triggered by RRC re-configuration of firstActiveDownlinkBWP-Id or firstActiveUplinkBWP-Id. Requirements and delay considerations for BWP switch in SCells based on TS 38.331 and TS 38.133. Way forward involves sending LS to RAN2 for clarification and potential up

0 views • 4 slides


Enhancing Assessment in Physical Education through Performance-Based Methods

Zimbabwe's ZIMSEC explores the feasibility of Performance and Authentic-Based assessments for the Physical Education, Sport, and Mass Displays (PESMD) practical components. The study aims to enhance the accuracy of assessing candidates based on real performances, aligning with the Competence-Based C

0 views • 18 slides


Social Workers' Response to Gender-Based Violence: Skills, Training, and Recommendations

This presentation explores the response of social workers to gender-based violence, focusing on the prevalence of such violence globally and in South Africa. It discusses the study methodology, key themes from social workers' responses, and concludes with recommendations for strengthening social wor

2 views • 15 slides


**Exploring Inquiry-Based Learning in Computer Science Education**

Inquiry-based learning (IBL) in computer science classrooms focuses on fostering communication, collaboration, decision-making, and problem-solving skills among students. The approach involves students constructing knowledge through independent, active activities based on real-world experiences. How

0 views • 18 slides


Comprehensive Overview of Integrated Learning Area Assessment in CBC Curriculum

The assessment in Competency-Based Curriculum (CBC) focuses on improving education quality and supporting long-term learning outcomes. At Grade 3, learners are mainly assessed in Numeracy, Literacy, and Integrated Learning Area (ILA). ILA assessment is project-based, integrating knowledge and skills

0 views • 5 slides


Understanding Variational Autoencoders (VAE) in Machine Learning

Autoencoders are neural networks designed to reproduce their input, with Variational Autoencoders (VAE) adding a probabilistic aspect to the encoding and decoding process. VAE makes use of encoder and decoder models that work together to learn probabilistic distributions for latent variables, enabli

6 views • 11 slides


Understanding Word Sense Disambiguation: Challenges and Approaches

Word Sense Disambiguation (WSD) is a complex task in artificial intelligence that aims to determine the correct sense of a word in context. It involves classifying a word into predefined classes based on its meaning in a specific context. WSD requires not only linguistic knowledge but also knowledge

2 views • 12 slides


Comparison of Trigger-based vs. Non-Trigger-based Sensing Measurement in IEEE 802.11

The document discusses the differences between Trigger-based (TB) and Non-Trigger-based (Non-TB) sensing measurement instances in IEEE 802.11 standards, focusing on who initiates the sensing measurement. TB sensing is initiated by the AP, while Non-TB sensing is initiated by a non-AP STA, enabling o

5 views • 13 slides


Plant based meat market 4

The changing lifestyles and an increasing number of health-conscious consumers are increasing the popularity of plant-based meat products, positively impacting the demand for plant-based meat. The growth of the plant-based meat market is mainly attri

1 views • 4 slides


Comprehensive Overview of Hospital-Acquired Infection Surveillance System

Surveillance systems like HAI surveillance play a crucial role in monitoring and managing hospital-acquired infections (HAIs) by providing baseline rates, comparing data, and identifying problem areas. This system covers various types of infections such as CAUTI, CLABSI, VAE, and SSI, with specific

0 views • 20 slides


Comparison of GUI-Based and Text-Based Assignments in CS1

This study investigates the effectiveness of GUI-based assignments compared to text-based assignments in a CS1 course. The research explores how student motivation impacts their performance and retention in the course. It also delves into student preferences between GUI-based and text-based assignme

0 views • 19 slides


Understanding Item-Based vs Index-Based Iteration in Programming

Exploring the differences between item-based and index-based iteration methods in programming, this content delves into the syntax, readability, and when to use each approach. It provides examples and scenarios to illustrate the use of these iteration methods and discusses the accumulator pattern an

0 views • 17 slides


Distance-Based Suspicion Score for Audit Selection

Nuriddin Tojiboyev presented a method for audit selection based on distance measures, risk filtering, and exception sorting. The approach involves selecting representative samples from a population of records, using risk-based filtering to prioritize records for review. Various filters and exception

0 views • 19 slides


Understanding Quality of Life and Its Impact on Society

Quality of life is not just a concept but a way of living that influences our judgments, standards, and priorities. Quotes from notable figures emphasize the importance of setting high standards and valuing quality in all aspects of life. The discussion delves into different perspectives on quality

0 views • 16 slides


Performance-Based Contracting and PIPS Approach

Performance-Based Contracting involves agencies defining problems for contractors to bid on, while the PIPS approach offers benefits like risk identification and mitigation plans, process efficiencies, and profit maximization through supplier expertise. It emphasizes simplicity, accuracy, measurabil

0 views • 25 slides


Understanding Centrality Measures in Peer-to-Peer and Social Networks

Centrality measures in networks quantify the importance of nodes based on their influence, accessibility, and role as connectors. Important centrality measures include Degree centrality (based on the number of connections), Closeness centrality (based on short paths to other nodes), and Betweenness

0 views • 27 slides


Semi-Automatic Ontology Building for Aspect-Based Sentiment Classification

Growing importance of online reviews highlights the need for automation in sentiment mining. Aspect-Based Sentiment Analysis (ABSA) focuses on detecting sentiments expressed in product reviews, with a specific emphasis on sentence-level analysis. The proposed approach, Deep Contextual Word Embedding

0 views • 34 slides


Statistical Analysis of Solar Magnetic Fields from Hinode/SOT SP Data

Statistical analysis was conducted on solar magnetic fields using data from the Hinode/SOT SP and ground-based telescopes. The study examined current helicity, magnetic twists, and helical parameters, revealing hemispheric sign rules and variations based on field strengths. Results show different he

0 views • 13 slides


Guidelines for Integrating Gender-Based Violence Interventions in Humanitarian Action

This module focuses on integrating gender-based violence interventions into humanitarian mine action, providing guidelines, agenda, outcomes, and strategies for implementation. It emphasizes informing and supporting humanitarian actors to develop action plans and accountability measures to address g

0 views • 56 slides


Limits on the Efficiency of Ring LWE-based Key Exchange

This study explores the limitations of Ring LWE-based key exchange protocols and their impact on non-interactive key exchange mechanisms. It discusses the LWE assumption, noise distribution, and the practical implications of small moduli q and noise-to-modulus ratio r. Additionally, it delves into P

0 views • 71 slides


Experiences of Training and Implementation in Evidence-Based Interventions for Substance Misuse

This study explores the experiences of social workers, addiction counselors, and community-based project workers in training, implementing, and accrediting evidence-based interventions for problem substance misuse. The research delves into the challenges faced, including funding for accreditation, a

0 views • 23 slides


IndustriALL Training on Gender-based Violence and Harassment Modules Overview

IndustriALL provides training on gender-based violence and harassment in the workplace through Modules 1-3. Module 1 covers the introduction to gender-based violence definitions and impacts, aiming to address risk factors, understand definitions, and build union capacity to prevent and address the i

0 views • 71 slides


Comparison of Community vs Clinic-Based Adherence Clubs for ART Patients in South Africa

This study compares the effectiveness of community-based adherence clubs versus clinic-based clubs in retaining ART patients in care and achieving viral suppression in South Africa. Results from a 24-month randomized controlled trial showed promising outcomes, shedding light on the potential benefit

0 views • 24 slides


Unsupervised Speech Disentanglement with SpeechSplit 2

The SpeechSplit 2 method addresses the challenge of modifying specific aspects of speech while keeping others unchanged. By leveraging techniques like VAE-based approaches, GAN-based methods, and contrastive learning, SpeechSplit 2 disentangles speech into rhythm, content, pitch, and timbre componen

0 views • 12 slides