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YoNoSplat: You Only Need One Model for Feedforward 3D Gaussian Splatting

TL;DR: YoNoSplat reconstructs 3D Gaussian splats directly from unposed and uncalibrated images, while flexibly leveraging ground-truth camera poses or intrinsics when available.

Contributions:
• We introduce YoNoSplat, the first feedforward model to achieve state-of-the-art performance in both pose-free and pose-dependent settings for an arbitrary number of views.

• We identify the entanglement of pose and geometry learning as a key challenge and propose a mix-forcing training strategy that effectively mitigates training instability and exposure bias.

• We resolve the scale ambiguity problem through an intrinsic-prediction-and-conditioning pipeline and a pairwise distance normalization scheme, enabling reconstruction from uncalibrated images.

YoNoSplat: You Only Need One Model for Feedforward 3D Gaussian Splatting TL;DR: YoNoSplat reconstructs 3D Gaussian splats directly from unposed and uncalibrated images, while flexibly leveraging ground-truth camera poses or intrinsics when available. Contributions: • We introduce YoNoSplat, the first feedforward model to achieve state-of-the-art performance in both pose-free and pose-dependent settings for an arbitrary number of views. • We identify the entanglement of pose and geometry learning as a key challenge and propose a mix-forcing training strategy that effectively mitigates training instability and exposure bias. • We resolve the scale ambiguity problem through an intrinsic-prediction-and-conditioning pipeline and a pairwise distance normalization scheme, enabling reconstruction from uncalibrated images.

Paper: https://t.co/48KjtPffc0 Project: https://t.co/9GTx4Lziic

avatar for MrNeRF
MrNeRF
Tue Nov 11 07:44:20
在 @TenFramework 的示例里面又加了一个卡皮巴拉

他的嘴很小,但有腮帮子
他带着小熊和小兔发夹
他穿着女仆装
他非常深情的给你讲故事

他还可以换衣服,戴眼镜
全都可以靠语音命令解锁

他叫 Chubbie,他是卡皮....
哦不,他是你的情绪卡仆

在 @TenFramework 的示例里面又加了一个卡皮巴拉 他的嘴很小,但有腮帮子 他带着小熊和小兔发夹 他穿着女仆装 他非常深情的给你讲故事 他还可以换衣服,戴眼镜 全都可以靠语音命令解锁 他叫 Chubbie,他是卡皮.... 哦不,他是你的情绪卡仆

代码/设计/运营 @TenFramework 一个开源语音 AI 框架 |日常分享 AI |English @elliotchen200

avatar for 艾略特
艾略特
Tue Nov 11 07:39:59
RT @YeheLiu: `pip install gsply` for fast Gaussian splat ply loading in python. 6.3x faster than plyfile

https://t.co/mmYHgUWxl6

RT @YeheLiu: `pip install gsply` for fast Gaussian splat ply loading in python. 6.3x faster than plyfile https://t.co/mmYHgUWxl6

Founder and CEO of https://t.co/5MjtfpwEU3 | Your guide to radiance fields | Host of the podcast @ViewDependent | FTP: 279 | discord: https://t.co/lrl64WGvlD

avatar for MrNeRF
MrNeRF
Tue Nov 11 07:39:48
anthropic employee: you’re not allowed within five feet of my work laptop. it’s confidential.

openai employee: hey check out my work laptop i have the new model open it’s lit lol launching tomorrow

anthropic employee: you’re not allowed within five feet of my work laptop. it’s confidential. openai employee: hey check out my work laptop i have the new model open it’s lit lol launching tomorrow

meta employee: hey bro have you seen my laptop??

avatar for near
near
Tue Nov 11 07:32:42
#安全资讯 法国卢浮宫被盗后引起更多新闻机构关注,其中CheckNews获得卢浮宫自2014年以来的安全审计报告,报告显示卢浮宫安全措施形同虚设。

例如卢浮宫视频监控系统的密码就是 LOUVER (卢浮宫),软件平台密码则是 THALES (这是其软件供应商泰雷兹公司的名字)。

审计还发现卢浮宫还在使用上古系统,例如Windows 2000和Windows XP,其视频监控系统运行在Windows Server 2003上,这些系统早已停止更新,各种漏洞层出不穷。

#安全资讯 法国卢浮宫被盗后引起更多新闻机构关注,其中CheckNews获得卢浮宫自2014年以来的安全审计报告,报告显示卢浮宫安全措施形同虚设。 例如卢浮宫视频监控系统的密码就是 LOUVER (卢浮宫),软件平台密码则是 THALES (这是其软件供应商泰雷兹公司的名字)。 审计还发现卢浮宫还在使用上古系统,例如Windows 2000和Windows XP,其视频监控系统运行在Windows Server 2003上,这些系统早已停止更新,各种漏洞层出不穷。

独立科技网站 - 蓝点网 / 感谢关注 订阅频道:https://t.co/xzeoUEoPcU 联系方式:https://t.co/LJK1g3biPp

avatar for 蓝点网
蓝点网
Tue Nov 11 07:30:09
最早是一个用户在 2022 年反馈给我的问题,当时我觉得不聚焦文本框+开启输入法的情况下很难做“Type to search”。前段时间和 AI 结对编程终于攻克了这个难题,把卡了三年多的问题解决了还是非常满足的。

欢迎从 App Store 下载并体验👉 https://t.co/UhrO5QI1Bc

最早是一个用户在 2022 年反馈给我的问题,当时我觉得不聚焦文本框+开启输入法的情况下很难做“Type to search”。前段时间和 AI 结对编程终于攻克了这个难题,把卡了三年多的问题解决了还是非常满足的。 欢迎从 App Store 下载并体验👉 https://t.co/UhrO5QI1Bc

生活在杭州良渚的开发者。最近在做 https://t.co/Fu0JLSMTGF

avatar for 图拉鼎
图拉鼎
Tue Nov 11 07:20:28
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