Training-Free Neural Matte Extraction for Visual Effects: Method

:::info Author: (1) Sharif Elcott, equal contribution of Google Japan (Email: selcott@google.com); (2) J.P. Lewis, equal contribution of Google Research USA (Email: jplewis@google.com); (3) Nori Kanazawa, Google Research USA (Email: kanazawa@google.com); (4) Christoph Bregler, Google Research USA (Email: bregler@google.com). ::: Table of Links Abstract and Introduction Background and Related Work Method Results and Failure Cases … Read more

Training-Free Neural Matte Extraction for Visual Effects: Results and Failure Cases

:::info Author: (1) Sharif Elcott, equal contribution of Google Japan (Email: selcott@google.com); (2) J.P. Lewis, equal contribution of Google Research USA (Email: jplewis@google.com); (3) Nori Kanazawa, Google Research USA (Email: kanazawa@google.com); (4) Christoph Bregler, Google Research USA (Email: bregler@google.com). ::: Table of Links Abstract and Introduction Background and Related Work Method Results and Failure Cases … Read more

Training-Free Neural Matte Extraction for Visual Effects: Background and Related Work

:::info Author: (1) Sharif Elcott, equal contribution of Google Japan (Email: selcott@google.com); (2) J.P. Lewis, equal contribution of Google Research USA (Email: jplewis@google.com); (3) Nori Kanazawa, Google Research USA (Email: kanazawa@google.com); (4) Christoph Bregler, Google Research USA (Email: bregler@google.com). ::: Table of Links Abstract and Introduction Background and Related Work Method Results and Failure Cases … Read more

JavaScript Loops for Beginners: Learn the Basics

It’s a gloomy Monday, and you are at work. We all know how depressing Mondays can be, right? Your boss approaches you and says, “Hey, I have 300 unopened emails we’ve received over the weekend. I want you to open each one, write down the sender’s name, and delete the emails once you’re done.” This … Read more

Why Is the AI Surge Boosting HDD Stocks? Finis Conner Says: Drives Are to AI as Batteries Are to EVs

As the founder of two Fortune-500 hard disk drive (HDD) companies, Finis Conner has watched HDDs operate like commodities for decades—but the AI boom changes everything. This article explores Conner’s perspective that “the role of HDDs in AI is as fundamental as batteries are to EVs” and this creates an enormous opportunity for HDD firms … Read more

Leveraging SwarmUI & Stable Diffusion 3 on Cloud Platforms: A Guide to Kaggle (No-Cost), Massed Comp

https://youtu.be/XFUZof6Skkw?embedable=true This tutorial demonstrates the installation and usage of SwarmUI on various cloud platforms. For those lacking a high-performance GPU or seeking enhanced GPU capabilities, this guide is invaluable. You’ll discover how to set up and leverage SwarmUI, a cutting-edge Generative AI interface, on Massed Compute, RunPod, and Kaggle (which provides complimentary dual T4 GPU … Read more

$DOP Announces Listing On 7 Exchanges Including BYBIT, Kucoin, Gate.io, And Bitfinex

TOKYO, Japan, July 5th, 2024/Chainwire/–$DOP, the token of the Data Ownership Protocol(DOP) will be available for trading in 7 major cryptocurrency exchanges such as Bybit, Kucoin, HTX, Bitfinex, Gate.io, MEXC and WhiteBIT starting July 5th, 2024. The Data Ownership Protocol clarified that on Bybit, the token will be listed as $DOP1 to avoid confusion with … Read more

The Geeks of War: How Dyzga’s Paw Innovated Ukraine’s Drone Operations

Volunteers have been the lifeline of various frontline units since the start of Russia’s full-scale invasion. Former tech workers have led the charge in driving innovation for the Ukrainian army, leveraging the creativity and resourcefulness of the Ukrainian people to resist a larger power. The Russo-Ukrainian war has underscored the vital role volunteers will play … Read more

The Best Web3 GTM Models

If you stumbled across this piece, you’re likely curious about launching a new Web3 product or you’re a new Web3 marketer eager to learn how to build an ideal self-marketing strategy from scratch. So I’ll gladly hold your hand doing just that. In this article, we will focus on the various ways to launch a … Read more

How to Install DuckStation for Playing PS1 Games on Linux

DuckStation is a free, open-source, cross-platform PlayStation 1 emulator that allows you to play your childhood games on modern hardware and operating systems with maximum compatibility and top-notch speed. But before you question its legality, hear me out: It’s completely legal to emulate games as long as you own the games themselves and the emulator … Read more

FRAUD: The Blind Spot That Could Blindside Your Business

==Imagine this:== your seemingly loyal employee is copying confidential company data to their personal cloud storage, a trusted vendor is submitting inflated invoices, or a savvy customer is systematically exploiting your return policy. Fraud is a silent predator lurking in the shadows of even the most well-intentioned organizations. While most businesses have some safeguards in … Read more

Understanding Authentication: A Guide to Cookie-Based and Session-Based Authentication

Introduction If there’s one thing I would like to know previously, it is the entire way authentication works. Session authentication and cookie authentication are both types of token-based authentication. So, we will be talking about Cookie-Based and Session-Based Authentication. As a developer, there will come a time when you will see the need to use … Read more

Fine-Tuning LLaMA for Multi-Stage Text Retrieval: Conclusion, Acknowledgements and References

:::info Authors: (1) Xueguang Ma, David R. Cheriton School of Computer Science, University of Waterloo; (2) Liang Wang, Microsoft Research; (3) Nan Yang, Microsoft Research; (4) Furu Wei, Microsoft Research; (5) Jimmy Lin, David R. Cheriton School of Computer Science, University of Waterloo. ::: Table of Links Abstract and Introduction Method Experiments Ablation Study and … Read more

Related Work on Fine-Tuning LLaMA for Multi-Stage Text Retrieval

:::info Authors: (1) Xueguang Ma, David R. Cheriton School of Computer Science, University of Waterloo; (2) Liang Wang, Microsoft Research; (3) Nan Yang, Microsoft Research; (4) Furu Wei, Microsoft Research; (5) Jimmy Lin, David R. Cheriton School of Computer Science, University of Waterloo. ::: Table of Links Abstract and Introduction Method Experiments Ablation Study and … Read more

Fine-Tuning LLaMA for Multi-Stage Text Retrieval: Ablation Study and Analysis

:::info Authors: (1) Xueguang Ma, David R. Cheriton School of Computer Science, University of Waterloo; (2) Liang Wang, Microsoft Research; (3) Nan Yang, Microsoft Research; (4) Furu Wei, Microsoft Research; (5) Jimmy Lin, David R. Cheriton School of Computer Science, University of Waterloo. ::: Table of Links Abstract and Introduction Method Experiments Ablation Study and … Read more

Fine-Tuning LLaMA for Multi-Stage Text Retrieval: Experiments

:::info Authors: (1) Xueguang Ma, David R. Cheriton School of Computer Science, University of Waterloo; (2) Liang Wang, Microsoft Research; (3) Nan Yang, Microsoft Research; (4) Furu Wei, Microsoft Research; (5) Jimmy Lin, David R. Cheriton School of Computer Science, University of Waterloo. ::: Table of Links Abstract and Introduction Method Experiments Ablation Study and … Read more

Optimizing Text Retrieval Pipelines with LLaMA Models

:::info Authors: (1) Xueguang Ma, David R. Cheriton School of Computer Science, University of Waterloo; (2) Liang Wang, Microsoft Research; (3) Nan Yang, Microsoft Research; (4) Furu Wei, Microsoft Research; (5) Jimmy Lin, David R. Cheriton School of Computer Science, University of Waterloo. ::: Table of Links Abstract and Introduction Method Experiments Ablation Study and … Read more

Fine-Tuning LLaMA for Multi-Stage Text Retrieval

:::info Authors: (1) Xueguang Ma, David R. Cheriton School of Computer Science, University of Waterloo; (2) Liang Wang, Microsoft Research; (3) Nan Yang, Microsoft Research; (4) Furu Wei, Microsoft Research; (5) Jimmy Lin, David R. Cheriton School of Computer Science, University of Waterloo. ::: Table of Links Abstract and Introduction Method Experiments Ablation Study and … Read more

Why Human Touch in Legal Transcription Remains Irreplaceable (Or At Least Until AI Can Be Held Liabl

In legal technology, the role of human expertise in transcription services, particularly legal transcription services, remains a topic of debate. I spoke with Ben Walker, founder and CEO of DittoTranscripts, a leading provider of various transcription services including legal, law enforcement, medical, academic, financial, and insurance transcription services to dig in deeper on the future … Read more

The Uncomfortable Truth About Comfort

Hi All! Here is my weekly letter discussing mental models, performance, business, and entrepreneurship. What’s in today’s newsletter? The Discomfort Dividend: We’re diving into the science-backed truth behind pushing your limits. Uncover how discomfort isn’t just a hurdle, but the key to unlocking untapped potential in your brain’s “willpower center,” the anterior midcingulate cortex (AMC). … Read more

How Blockchain APIs are Transforming Everyday Apps

Ever wondered what makes your favorite apps so secure and efficient these days? The answer might surprise you: blockchain APIs. Yep, those same techy things behind cryptocurrencies like Bitcoin are now quietly revolutionizing everyday apps. Blockchain technology is gaining traction in API development due to its unique features, such as encryption, immutability, and decentralization. Developers … Read more

A Leader’s Guide to Data-Driven Success

Introduction: The Executive’s Data Dilemma As an executive, you’ve likely experienced the paradox of modern business data: despite having more information than ever, making informed decisions seems increasingly challenging. You’re not alone. Throughout my career consulting for various organizations or as a full-time employee, I’ve witnessed a common pattern: leaders drowning in data yet thirsting … Read more

Why Creators Need a New Model

Hey there, content creators! You’ve probably heard the buzz about the recent Google update wreaking havoc on blog writers. But here’s the kicker: video creators, you might be next in line for a similar shake-up. The Google Hammer: Not Just for Bloggers Anymore So, what’s the deal with this Google update? Well, the latest Helpful … Read more

Comparison of Machine Learning Methods: Approach

:::info Authors: (1) Busra Tabak [0000 −0001 −7460 −3689], Bogazici University, Turkey {busra.tabak@boun.edu.tr}; (2) Fatma Basak Aydemir [0000 −0003 −3833 −3997], Bogazici University, Turkey {basak.aydemir@boun.edu.tr}. ::: Table of Links Abstract and Introduction Background Approach Experiments and Results Discussion and Qualitative Analysis Related Work Conclusions and Future Work, and References 3 Approach This section outlines the … Read more