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*[Latent Space Factorisation and Manipulation via Matrix Subspace Projection](http://proceedings.mlr.press/v119/li20i.html) - ***ICML'20***, 2020. [[All Versions](https://scholar.google.com/scholar?cluster=9592355331559392684&hl=en&as_sdt=0,5)].
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*[Latent Space Factorisation and Manipulation via Matrix Subspace Projection](http://proceedings.mlr.press/v119/li20i.html) - ***ICML'20***, 2020. [[All Versions](https://scholar.google.com/scholar?cluster=9592355331559392684)].
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* [Minimax entropy principle and its application to texture modeling](https://ieeexplore.ieee.org/abstract/document/6796444) - ***Neural Computing***, 1997. [[All Versions](https://scholar.google.com/scholar?cluster=407872717119429940)]. [[Preprint](https://www.dam.brown.edu/people/mumford/vision/papers/1997e--MinimaxEntropy-NC.pdf)]. This article proposes a general theory and methodology, called the minimax entropy principle, for building statistical models for images (or signals) in a variety of applications. This principle consists of two parts. The first is the maximum entropy principle for feature binding (or fusion): for a given set of observed feature statistics, a distribution can be built to bind these feature statistics together by maximizing the entropy over all distributions that reproduce them. The second part is the minimum entropy principle for feature selection: among all plausible sets of feature statistics, we choose the set whose maximum entropy distribution has the minimum entropy. Computational and inferential issues in both parts are addressed; in particular, a feature pursuit procedure is proposed for approximately selecting the optimal set of features. The minimax entropy principle is then corrected by considering the sample variation in the observed feature statistics, and an information criterion for feature pursuit is derived. The minimax entropy principle is applied to texture modeling, where a novel Markov random field (MRF) model, called FRAME (filter, random field, and minimax entropy), is derived, and encouraging results are obtained in experiments on a variety of texture images.
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*[storybook-addon-angular-router](https://github.com/Jakob-em/storybook-addon-angular-router) - A simple plugin to make working with the Angular router in [Storybook](https://storybook.js.org/) easier.
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*[hawkeye](https://github.com/angular-experts-io/hawkeye) - A powerful tool designed to help developers visualize and optimize their JavaScript bundles. With our intuitive interface, you can gain deep insights into your project’s bundle structure, identifying large modules, dependencies, and assets that may be impacting performance.
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*[ngx-script-optimizer](https://github.com/Mohid123/ngx-script-optimizer) - A lightweight Angular library designed to supercharge your third-party script handling.
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*[ngx-dev-toolbar](https://github.com/alfredoperez/ngx-dev-toolbar) - A powerful development toolbar for Angular applications to improve your developer productivity directly in the browser.
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*[ngx-rename](https://github.com/Khumozin/ngx-rename) - This repository contains PowerShell and Bash scripts to rename an Angular project folder and update relevant files, such as angular.json, package.json, tsconfig.json, and other configuration files.
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## AI and Emerging Technologies
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-[AICD](https://www.aicd.com.au/innovative-technology/digital-business/artificial-intelligence/governance-of-ai.html) - [Directors Introduction to AI](https://github.com/jacobdjwilson/awesome-annual-security-reports/blob/master/Annual%20Security%20Reports/2024/AICD-Directors-Introduction-to-AI-2024.pdf) (2024) - Provides an overview of artificial intelligence tailored for directors, highlighting its strategic implications, governance considerations, and best practices for AI implementation in organizations.
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-[IBM](https://www.ibm.com/security/data-breach/threat-intelligence/) - [X-Force Cloud Threat Landscape Report](https://github.com/jacobdjwilson/awesome-annual-security-reports/blob/master/Annual%20Security%20Reports/2024/IBM-X-Force-Cloud-Threat-Landscape-Report-2024.pdf) (2024) - Focuses on threats specific to cloud environments, offering insights into cloud security challenges and strategies for securing cloud infrastructure.
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-[Okta](https://www.okta.com/resources/whitepaper-the-state-of-secure-identity-report/) - [The State of Secure Identity](https://github.com/jacobdjwilson/awesome-annual-security-reports/blob/master/Annual%20Security%20Reports/2023/Okta-The-State-of-Secure-Identity-2023.pdf) (2023) - Drawing on billions of authentications, this report explores trends and methods of common identity attacks, the role of AI in identity security, and unique attack patterns across industries, regions, and company sizes.
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-[Okta](https://www.okta.com/resources/whitepaper-the-secure-sign-in-trends-report/) - [Secure Sign in Trends Report](https://github.com/jacobdjwilson/awesome-annual-security-reports/blob/master/Annual%20Security%20Reports/2024/Okta-Secure-Sign-in-Trends-Report-2024.pdf) (2024) - Drawing on billions of authentications, this report explores trends and methods of common identity attacks, the role of AI in identity security, and unique attack patterns across industries, regions, and company sizes.
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-[Zimperium](https://www.zimperium.com/global-mobile-threat-report/) - [Global Mobile Threat Report](https://github.com/jacobdjwilson/awesome-annual-security-reports/blob/master/Annual%20Security%20Reports/2024/Zimperium-Global-Mobile-Threat-Report-2024.pdf) (2024) Highlights a growing trend of attackers prioritizing mobile devices as a primary target, focusing on threats like phishing and "mishing" (mobile phishing) covering the enterprise mobile footprint, global threat landscape, and specific industries targeted by these attacks.
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-[Zscaler](https://info.zscaler.com/resources-industry-reports-public-sector-Insights-threatlabz-ai-security-2024) - [ThreatLabz AI Security Report](https://github.com/jacobdjwilson/awesome-annual-security-reports/blob/master/Annual%20Security%20Reports/2024/Threatlabz-AI-Security-Report-2024.pdf) (2024) - Examines the intersection of artificial intelligence and cybersecurity, offering insights into AI-powered threats, defensive applications of AI, and strategies for securing AI systems and models.
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Examines the impact of cyberattacks on identity, including cyber debt, GenAI, machine identities, and third- and fourth-party risks.
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-[IDS Alliance](https://www.idsalliance.org/white-paper/2024-trends-in-securing-digital-identities/) - [2024 Trends in Securing Digital Identities](https://github.com/jacobdjwilson/awesome-annual-security-reports/blob/master/Annual%20Security%20Reports/2024/AICD-Directors-Introduction-to-AI-2024.pdf) (2024) - Provides insights into current plans, historical trends, and approaches to cybersecurity and identity management.
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-[Omada](https://omadaidentity.com/resources/analyst-reports/state-of-iga/) - [State of Identity Governance](https://github.com/jacobdjwilson/awesome-annual-security-reports/blob/master/Annual%20Security%20Reports/2024/Omada-State-of-Identity-Governance-2024.pdf) (2024)
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Highlights the modernization of identity governance driven by digital transformation and hybrid workforces, emphasizing SaaS-based solutions, analytics, and automation for scalable and secure identity management.
Explores global identity security readiness across industries and roles, examining the rising tide of AI-driven phishing, social engineering, and credential theft.
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-[ManageEngine](https://www.manageengine.com/privileged-access-management/identity-threat-and-security-report-2024.html) - [Identity Security Survey](https://github.com/jacobdjwilson/awesome-annual-security-reports/blob/master/Annual%20Security%20Reports/2024/ManageEngine-Identity-Security-Insights-2024.pdf) (2024) - Explores global identity security readiness across industries and roles, examining the rising tide of AI-driven phishing, social engineering, and credential theft.
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-[Omada](https://omadaidentity.com/resources/analyst-reports/state-of-iga/) - [State of Identity Governance](https://github.com/jacobdjwilson/awesome-annual-security-reports/blob/master/Annual%20Security%20Reports/2024/Omada-State-of-Identity-Governance-2024.pdf) (2024) Highlights the modernization of identity governance driven by digital transformation and hybrid workforces, emphasizing SaaS-based solutions, analytics, and automation for scalable and secure identity management.
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-[PushSecurity](https://pushsecurity.com/resources/2024-identity-attacks) - [Identity Attacks](https://github.com/jacobdjwilson/awesome-annual-security-reports/blob/master/Annual%20Security%20Reports/2024/PushSecurity-Identity-Attacks-2024.pdf) (2024) - Highlights that 2024 is seeing a rise in identity-based attacks, as attackers increasingly target vulnerable identities now that identity has become the new security perimeter
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## Penetration Testing
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-[Bugcrowd](https://www.bugcrowd.com/resources/report/the-total-economic-impact-of-bugcrowd-managed-bug-bounty/) - [The Total Economic Impact Of Bugcrowd Managed Bug Bounty](https://github.com/jacobdjwilson/awesome-annual-security-reports/blob/master/Annual%20Security%20Reports/2024/Forrester-The-Total-Economic-Impact-Of-Bugcrowd-Managed-BugBounty-2024.pdf) (2024) - Analyzes the economic benefits and impacts of Bugcrowd's managed bug bounty programs, supported by data-driven insights from Forrester.
*[OnlyOffice](https://www.onlyoffice.com/) - An office suite that combines text, spreadsheet and presentation editors allowing to create, view and edit local documents. [![Open-Source Software][OSS Icon]](https://github.com/ONLYOFFICE/DesktopEditors)![Freeware][Freeware Icon]
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*[Pages](https://apps.apple.com/app/pages/id409201541?mt=12) - Documents that stand apart. ![Freeware][Freeware Icon][![App Store][app-store Icon]](https://apps.apple.com/app/pages/id409201541?mt=12)
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*[SoftMaker Office](https://www.softmaker.com/en/softmaker-office) - A complete office suite that aims for full compatibility with Microsoft Office documents
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*[SoftMaker Office](https://www.softmaker.com/en/softmaker-office) - A complete office suite that aims for full compatibility with Microsoft Office documents.
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*[WPS](https://www.wps.com/mac) - Is a cross-platform office software suite. ![Freeware][Freeware Icon]
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### Markdown Tools
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### RSS
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*[Elytra](https://elytra.app) - A Simple & Private RSS Feed Reader with native rendering for macOS & iOS [![App Store][app-store Icon]](https://apps.apple.com/app/apple-store/id1433266971?pt=119194029&ct=awesomemac&mt=8)
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*[Elytra](https://elytra.app) - A Simple & Private RSS Feed Reader with native rendering for macOS & iOS.[![App Store][app-store Icon]](https://apps.apple.com/app/apple-store/id1433266971?pt=119194029&ct=awesomemac&mt=8)
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*[Feedy](https://krillapps.com/feedy/) - An elegant and lightweight RSS client and news reader for your Mac. [![App Store][app-store Icon]](https://itunes.apple.com/us/app/feedy-rss-client/id588288104?ls=1&mt=12)
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*[Follow](https://github.com/RSSNext/Follow) 🧡 Next generation information browser. [![Open-Source Software][OSS Icon]](https://github.com/dyerc/Doughnut)![Freeware][Freeware Icon]
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*[Leaf](http://www.rockysandstudio.com/) - A news reader for managing subscriptions and enjoying daily news.
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*[texifier](https://www.texifier.com/) - Great LaTeX editor for Mac with auto-update PDF and autocomplete LaTeX commands.
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*[UPDF](https://updf.com/) - Free PDF editor for reading, annotating, and editing PDFs. ![Freeware][Freeware Icon][![App Store][app-store Icon]](https://apps.apple.com/app/id1619925971)
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*[Zotero](https://www.zotero.org/) - Free tool to collect, organize, annotate, cite, and share research. [![OSS][OSS Icon]](https://github.com/zotero/zotero/)![Freeware][Freeware Icon]
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*[Collate](https://collate.one/get-started) - Free tool to collect, summarize and query PDFs with AI. All offline and free [![App Store][app-store Icon]](https://apps.apple.com/us/app/collateai/id6447429913)![Freeware][Freeware Icon]
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*[Collate](https://collate.one/get-started) - Free tool to collect, summarize and query PDFs with AI. All offline and free.[![App Store][app-store Icon]](https://apps.apple.com/us/app/collateai/id6447429913)![Freeware][Freeware Icon]
*[Keyboard Cowboy](https://github.com/zenangst/KeyboardCowboy) - The missing keyboard shortcut utility for macOS. [![Open-Source Software][OSS Icon]![Freeware][Freeware Icon]](https://github.com/zenangst/KeyboardCowboy)
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*[Keyboard Maestro](http://www.keyboardmaestro.com) - Automate routine actions based on triggers from keyboard, menu, location, added devices, and more.
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*[Keytty](http://keytty.com) - App to keep your hands on the keyboard. Move, click, scroll, drag and more with a few strokes.
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*[Launchy](https://apple.co/3PLI2AH) - An app launcher and switcher that utilizes a radial menu.
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*[Lazy](https://www.lazy-app.com/) - Keyboard-driven commands to manage your surroundings directly from your mac.
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*[Linear Mouse](https://linearmouse.app/) - Full control of mouse. Change the speed, scrolling direction, pointer type and much more. [![Open-Source Software][OSS Icon]](https://github.com/linearmouse/linearmouse)
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*[Macaify](https://macaify.com) - Fast use of ChatGPT, lightweight, clean, keyboard-first. ![Freeware][Freeware Icon]
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