Why you don’t overfit, and don’t need Bayes if you only train for one epoch

Why you don’t overfit, and don’t need Bayes if you only train for one epoch

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Cybertruck’s Many Recalls Make It Worse Than 91 Percent of All 2024 Vehicles

Cybertruck’s Many Recalls Make It Worse Than 91 Percent of All 2024 Vehicles

Aftermarket prices might soften further as Tesla is now starting to deliver a new $79,990 model to reservation holders. Not that there’s any longer much need to place reservations—North American Tesla stores now accept walk-in orders for Cybertrucks, with delivery two or three weeks later. “I am calling it: Original reservation list is basically finished,” said reservationist BayouCityBob on a Cybertruck owners forum last month. Tesla had claimed to have banked more than one million $100 pre-launch reservations for the Cybertruck.“I was thinking I have to wait a couple of [years] before my time comes,” MC1987 responded to BayouCityBob, citing…
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U-Motion: Learned Point Cloud Video Compression with U-Structured Motion Estimation

U-Motion: Learned Point Cloud Video Compression with U-Structured Motion Estimation

arXivLabs is a framework that allows collaborators to develop and share new arXiv features directly on our website. Both individuals and organizations that work with arXivLabs have embraced and accepted our values of openness, community, excellence, and user data privacy. arXiv is committed to these values and only works with partners that adhere to them. Have an idea for a project that will add value for arXiv's community? Learn more about arXivLabs. Source link lol
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I typically spend $60 at Trader Joe’s on weekly staples. I was shocked when I tried to take that budget to Whole Foods.

I typically spend $60 at Trader Joe’s on weekly staples. I was shocked when I tried to take that budget to Whole Foods.

As a private chef, I turn to Trader Joe's for all of my pantry staples, which cost me about $60.I took that same budget to Whole Foods to see how the grocer compared.I wasn't able to get nearly as much at Whole Foods, so I'll stick to Trader Joe's.As a private chef, I get Whole Foods delivered for my clients a lot. But the total can often seem too high, so I've stayed away from shopping there for my family of three.Plus, there's a Trader Joe's just down the street from me, and I can get all our weekly staples…
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ReVisionLLM: Recursive Vision-Language Model for Temporal Grounding in Hour-Long Videos

ReVisionLLM: Recursive Vision-Language Model for Temporal Grounding in Hour-Long Videos

arXiv:2411.14901v1 Announce Type: cross Abstract: Large language models (LLMs) excel at retrieving information from lengthy text, but their vision-language counterparts (VLMs) face difficulties with hour-long videos, especially for temporal grounding. Specifically, these VLMs are constrained by frame limitations, often losing essential temporal details needed for accurate event localization in extended video content. We propose ReVisionLLM, a recursive vision-language model designed to locate events in hour-long videos. Inspired by human search strategies, our model initially targets broad segments of interest, progressively revising its focus to pinpoint exact temporal boundaries. Our model can seamlessly handle videos of vastly different lengths, from minutes…
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The Morning After: Apple makes it cheaper to repair its MacBook Pro speakers

The Morning After: Apple makes it cheaper to repair its MacBook Pro speakers

A memo spotted by MacRumors indicated Apple Stores and Authorized Service Providers will be able to buy speakers as standalone components for the 14-inch and 16-inch M4 MacBook Pro with the M4 family of chips. A source added it’ll be an option for repairs on earlier MacBook Pro models with Apple silicon as well.Until now, the speaker repair process entailed replacing the whole top case, including the battery and other parts, which understandably increased the cost. It may not necessarily be a simpler repair — the guide shows a rather involved process — but not having to also replace other…
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UCSD’s New SCIDS School: All About the Apps

UCSD’s New SCIDS School: All About the Apps

San Diego Supercomputer Center/Image courtesy SDSC) Some research universities excel in exploring intellectual possibilities and postulating abstract theories. Those terms aren’t likely to be associated with the University of California, San Diego’s new School of Computing, Information and Data Sciences (SCIDS), which is all about taking the power of data and computer science and applying it to solve problems in the real world. SCIDS was officially formed last month by the union of the San Diego Supercomputer Center (SDSC) and the Halıcıoğlu Data Science Institute (HDSI). As the fourth school on the rapidly expanding UC campus, SCIDS is generating quite…
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First Reverse Proxy Built with Zig

First Reverse Proxy Built with Zig

The first-ever reverse proxy built with Zig. If you're a developer, sysadmin, or just someone interested in optimizing web traffic handling, Cloud Cup may be your new favorite tool. It's lightweight, fast, and built to scale. And it's open-source! In this blog, I'll walk you through Cloud Cup’s architecture and the challenges I faced while building it. I’ll also talk about how you can help shape the future of this project, suggest new features, and contribute. I am just getting started, and your feedback and support can make all the difference.What is Cloud Cup? Cloud Cup is a reverse proxy…
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Facing Frequent Data Disruptions? EMI Protection Could Be the Solution

Facing Frequent Data Disruptions? EMI Protection Could Be the Solution

Digital information has become instrumental to the modern world, evidenced by the increasingly large data centers built to hold and process it. However, electromagnetic interference (EMI) is an ever-present challenge that can result in many issues for devices, their components and the data those devices store.  The worst cases result in lost information, but even less severe instances bring problems such as corruption, performance degradation and hardware malfunctions. These realities mean relevant parties must take proactive measures. The most common one is to incorporate EMI protection. These options provide the necessary shielding to greatly reduce problems.  What Are the Main…
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