Table of links ABSTRACT 1 INTRODUCTION 2 BACKGROUND: OMNIDIRECTIONAL 3D OBJECT DETECTION 3 PRELIMINARY EXPERIMENT 3.1 Experiment Setup 3.2 Observations 3.3 Summary and Challenges 4 OVERVIEW OF PANOPTICUS 5 MULTI-BRANCH OMNIDIRECTIONAL 3D OBJECT DETECTION 5.1 Model Design 6 SPATIAL-ADAPTIVE EXECUTION 6.1 Performance Prediction 5.2 Model Adaptation 6.2 Execution Scheduling 7 IMPLEMENTATION 8 EVALUATION 8.1 Testbed … Read more
Table of links ABSTRACT 1 INTRODUCTION 2 BACKGROUND: OMNIDIRECTIONAL 3D OBJECT DETECTION 3 PRELIMINARY EXPERIMENT 3.1 Experiment Setup 3.2 Observations 3.3 Summary and Challenges 4 OVERVIEW OF PANOPTICUS 5 MULTI-BRANCH OMNIDIRECTIONAL 3D OBJECT DETECTION 5.1 Model Design 6 SPATIAL-ADAPTIVE EXECUTION 6.1 Performance Prediction 5.2 Model Adaptation 6.2 Execution Scheduling 7 IMPLEMENTATION 8 EVALUATION 8.1 Testbed … Read more
Table of links ABSTRACT 1 INTRODUCTION 2 BACKGROUND: OMNIDIRECTIONAL 3D OBJECT DETECTION 3 PRELIMINARY EXPERIMENT 3.1 Experiment Setup 3.2 Observations 3.3 Summary and Challenges 4 OVERVIEW OF PANOPTICUS 5 MULTI-BRANCH OMNIDIRECTIONAL 3D OBJECT DETECTION 5.1 Model Design 6 SPATIAL-ADAPTIVE EXECUTION 6.1 Performance Prediction 5.2 Model Adaptation 6.2 Execution Scheduling 7 IMPLEMENTATION 8 EVALUATION 8.1 Testbed … Read more
Table of links ABSTRACT 1 INTRODUCTION 2 BACKGROUND: OMNIDIRECTIONAL 3D OBJECT DETECTION 3 PRELIMINARY EXPERIMENT 3.1 Experiment Setup 3.2 Observations 3.3 Summary and Challenges 4 OVERVIEW OF PANOPTICUS 5 MULTI-BRANCH OMNIDIRECTIONAL 3D OBJECT DETECTION 5.1 Model Design 6 SPATIAL-ADAPTIVE EXECUTION 6.1 Performance Prediction 5.2 Model Adaptation 6.2 Execution Scheduling 7 IMPLEMENTATION 8 EVALUATION 8.1 Testbed … Read more
Table of links ABSTRACT 1 INTRODUCTION 2 BACKGROUND: OMNIDIRECTIONAL 3D OBJECT DETECTION 3 PRELIMINARY EXPERIMENT 3.1 Experiment Setup 3.2 Observations 3.3 Summary and Challenges 4 OVERVIEW OF PANOPTICUS 5 MULTI-BRANCH OMNIDIRECTIONAL 3D OBJECT DETECTION 5.1 Model Design 6 SPATIAL-ADAPTIVE EXECUTION 6.1 Performance Prediction 5.2 Model Adaptation 6.2 Execution Scheduling 7 IMPLEMENTATION 8 EVALUATION 8.1 Testbed … Read more
Table of links ABSTRACT 1 INTRODUCTION 2 BACKGROUND: OMNIDIRECTIONAL 3D OBJECT DETECTION 3 PRELIMINARY EXPERIMENT 3.1 Experiment Setup 3.2 Observations 3.3 Summary and Challenges 4 OVERVIEW OF PANOPTICUS 5 MULTI-BRANCH OMNIDIRECTIONAL 3D OBJECT DETECTION 5.1 Model Design 6 SPATIAL-ADAPTIVE EXECUTION 6.1 Performance Prediction 5.2 Model Adaptation 6.2 Execution Scheduling 7 IMPLEMENTATION 8 EVALUATION 8.1 Testbed … Read more
:::info Authors: Jeho Lee Chanyoung Jung Jiwon Kim Hojung Cha ::: Table of links ABSTRACT 1 INTRODUCTION 2 BACKGROUND: OMNIDIRECTIONAL 3D OBJECT DETECTION 3 PRELIMINARY EXPERIMENT 3.1 Experiment Setup 3.2 Observations 3.3 Summary and Challenges 4 OVERVIEW OF PANOPTICUS 5 MULTI-BRANCH OMNIDIRECTIONAL 3D OBJECT DETECTION 5.1 Model Design 6 SPATIAL-ADAPTIVE EXECUTION 6.1 Performance Prediction 5.2 … Read more
Content TLDR — Summary of Django Transaction Logic Logic Diagram Transactions & ATOMIC Operations Transactions in Django Django auto-commit mode — Turning off Automatic Transactions Sources TLDR — Summary of Django Transaction Logic This is for apps running Django with PSQL or other similar SQL (SQLite, MySQL, etc.) based databases (DBs); the underlying rules around … Read more
In the heat of the initial ChatGPT craze, I got a text from a former coworker. He wanted to run an idea by me. Always the one to enjoy brainstorming, we hopped on a call and he started off with “Remember how you used to always ask me to pull data for you? What if … Read more
How a series of inconspicuous events lead to a journey deep into the binary encoding of RIFF files and this data recovery tool :::info If you’re in a hurry, head directly to the GitHub repository. ::: While I’m fortunate enough to develop software for state-of-the-art companies, I’ve always been the “printer guy”, a badge I … Read more
GitHub is more than just a platform for hosting repositories—it’s a highly scalable distributed system that processes millions of transactions daily. From handling git push requests to computing file differences efficiently, GitHub relies on robust algorithms and architecture to ensure high performance and reliability. This article explores how GitHub processes vast amounts of data, scales … Read more
Hey Hackers, Cosmonova Broadcast has been nominated in HackerNoon’s annual Startups of The Year awards in Kyiv, Ukraine. :::tip Please vote for us here: Voting page for Startups of the Year in Ukraine Voting page for Startups of the Year in the Software Monetization Industry ::: Read more about us below to understand why we … Read more
Hello JavaScript Enthusiasts! Welcome to a new edition of “This Week in JavaScript“! A lot happened this week, let’s take a look at OpenAI’s groundbreaking GPT-4.5 model, Doom running in TypeScript, major Bun updates, Firefox’s privacy controversy, and the hottest tool updates in the dev community! OpenAI Releases GPT-4.5 Orion OpenAI has launched its most … Read more
I launched an iOS app with no audience, no funding, and no marketing experience. The first few weeks? Almost no downloads. n Fast forward 90 days? $1,400 in revenue. Not a life-changing amount, but enough to prove that small indie apps can make real money. Here are six key lessons I learned from launching my … Read more
The software industry largely relies on integration tests and traditional alerting for issue prevention and detection. This lags behind the internal standard set by top tech companies, which use sophisticated techniques to detect issues long before they can impact a large set of customers. Detecting an issue earlier means you minimize or even eliminate customer … Read more
I know everyone is talking about the ByBit attack, and this is probably the hundredth article you’ve read on the topic, but I still think it’s worth sharing a few thoughts on it. What Happened? In short, the North Korean Lazarus Group managed to steal $1.5 billion from ByBit’s cold wallet. The cold wallet was … Read more
While working with tech clients and private equity funds who owned tech assets, I led many integration management programs. I helped many cross-border deals complete the post-merger integration processes in various European markets. Therefore with this article, I would love to shed light on the best strategies for Vertical SaaS products interested in expanding in … Read more
If you’ve been working with React for a while, you’ve probably heard about best practices like keeping components small, making them reusable, and separating concerns. But have you ever considered applying SOLID principles to your React projects? Originally introduced by Robert C. Martin (aka Uncle Bob) for object-oriented programming, SOLID principles help developers write scalable, … Read more
How are you, hacker? 🪐 What’s happening in tech today, March 2, 2025? The HackerNoon Newsletter brings the HackerNoon homepage straight to your inbox. On this day, Japanese Supercomputing Competes with Cray in 1993, and we present you with these top quality stories. From Vibe Coding – A New System of the World to It … Read more
:::tip Welcome to HackerNoon’s Startups of The Year 2024 interview series, spotlighting startups from around the world that are changing the way we live, one solution at a time. ::: Hey Hackers–Ambassador has been nominated in HackerNoon’s annual Startups of The Year awards in Denver, Colorado, here in the US. Please vote by clicking the … Read more
Quantum computation will deliver significant advancements in processing capabilities, though current quantum systems remain in early developmental stages. A key area of research involves the possibility of simulating quantum behavior using classical digital hardware. This is precisely what researchers are investigating through Field-Programmable Gate Arrays (FPGA) based digital quantum coprocessors—specialized digital circuits that approximate quantum operations without … Read more
What is Prometheus and Why Do You Need It? Prometheus is a powerful monitoring system that collects and processes numerical data (metrics) from applications. It helps you track key indicators such as: The number of requests handled by your service. The response time for each request. Memory and CPU usage. The number of errors occurring … Read more
DENVER, United States, March 1st, 2025/Chainwire/–An increasing number of L1s and L2s are integrating Bitcoin into their ecosystems, showcasing user enthusiasm for Bitcoin’s adoption. Today, Bitlayer has taken decisive actions to connect a multichain ecosystem with a fully diluted valuation of tens of billions of dollars through the BitVM integration, which brings new opportunities for … Read more
How are you, hacker? 🪐Want to know what’s trending right now?: The Techbeat by HackerNoon has got you covered with fresh content from our trending stories of the day! Set email preference here. ## Bybit Only Has Itself to Blame By @menaskop [ 3 Min read ] Bybit is looking for someone to blame, but … Read more
In my last post on PHP Zmanim, I said the next thing I’d write about was astronomy calculations. I still plan to do that, but something came up recently that caught my attention, so I’m going to talk about that instead. I still plan to get to the astronomy stuff. Sephardi vs Ashkenazi No, not Kitniyot. … Read more
Work is filled with difficult moments—a mean coworker, a boss who ignores your ideas, unrealistic demands from stakeholders, and a problem that turns out harder than expected. Such moments often arouse strong feelings of anger, hurt, frustration, desperation, self-doubt, low self-worth, and inadequacy. Instead of tackling the situation with a clear head, we let our … Read more
:::info Authors: (1) Liang Wang, Microsoft Corporation, and Correspondence to (wangliang@microsoft.com); (2) Nan Yang, Microsoft Corporation, and correspondence to (nanya@microsoft.com); (3) Xiaolong Huang, Microsoft Corporation; (4) Linjun Yang, Microsoft Corporation; (5) Rangan Majumder, Microsoft Corporation; (6) Furu Wei, Microsoft Corporation and Correspondence to (fuwei@microsoft.com). ::: Table of Links Abstract and 1 Introduction 2 Related Work … Read more
How are you, hacker? 🪐 What’s happening in tech today, March 1, 2025? The HackerNoon Newsletter brings the HackerNoon homepage straight to your inbox. On this day, John McCarthy’s LISP Programmer’s Manual Released in 1960, and we present you with these top quality stories. From AI Literacy Is Now the Law—Ignore It at Your Own … Read more
Introduction Today, Inception Labs released the first commercially available Diffusion Large Language Model (dLLM) – Mercury Coder, and caused a big stir both in the research community as well as in the AI industry. In contrast to auto-regression LLMs (all the LLMs you know today), diffusion LLM works like your favorite AI image generators such … Read more
Is the Universe a Self-Knowing System? The Case for the Wisdom Field For centuries, we’ve assumed that reality is made of matter and energy—that space-time is the fundamental backdrop of existence. But what if we’ve had it backwards? What if space-time, matter, and even consciousness emerge from something deeper—a fundamental informational field, a Wisdom Field? … Read more