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周鸿祎谈马斯克大尺度预言：十年后人类都不开车了？
5月24日，周鸿祎发视频谈马斯克关于“十年后人类都不开车了”大尺度预言： 我觉得马斯克这次关于自动驾驶的判断，真正提醒我们的不是驾照以后还有没有用，而是AI的下一阶段不是在屏幕里变得更会聊天，而在真实世界里变得越来越能干活。过去AI主要改变的是信息流，接下来它要改变的是物流、人流、车流，甚至整个物理…
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Dywave: Event-Aligned Dynamic Tokenization for Heterogeneous IoT Sensing Signal
新方法实现IoT异构传感信号的事件对齐动态分词，提升非平稳多尺度信号处理效率。
arXiv:2605.14014v1 Announce Type: cross Abstract: Internet of Things (IoT) systems continuously collect heterogeneous sensing signals from ubiquitous …
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Wavelet Flow Matching for Multi-Scale Physics Emulation
多尺度物理模拟的流匹配小波方法，高效生成高保真物理场。
arXiv:2605.16573v1 Announce Type: new Abstract: Accurate emulation of multi-scale physical systems governed by PDEs demands models that remain stable …
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Collaborative Yet Personalized Policy Training: Single-Timescale Federated Actor-Critic
联邦强化学习新突破：单时间尺度actor-critic框架平衡协作与个性化，适合多智能体异构环境。
arXiv:2605.14423v1 Announce Type: cross Abstract: Despite the popularity of the actor-critic method and the practical needs of collaborative policy tr…
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Exquisite kestrels disappear
探讨字体设计中的尺度哲学：看似微小的细节，在宏大视野中会消失或变形，字体作为工具与作为插图的本质区别令人深思。
Lewis Mcguffie, the designer of Columba , wrote this piece about designing with scale in mind : Something will always be in the shadows, or even behin…
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Preprocessing Algorithm Leveraging Geometric Modeling for Scale Correction in Hyperspectral Images for Improved Unmixing Performance
利用几何建模进行尺度校正，提升高光谱图像解混性能的新预处理算法。
arXiv:2508.08431v3 Announce Type: replace-cross Abstract: Spectral variability significantly impacts the accuracy and convergence of hyperspectral unm…
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Decentralized LoRA augmented transformer with multi-scale feature learning for secured eye diagnosis
隐私保护+LoRA增强Transformer，多尺度特征学习实现精准眼病诊断
arXiv:2505.06982v3 Announce Type: replace Abstract: Accurate and privacy-preserving diagnosis of ophthalmic diseases remains a critical challenge in m…
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Hypothesis-driven construction of mesoscopic dynamics
基于广义Onsager原理，提出假设驱动的介观动力学建模新范式，摆脱传统方程依赖，开启复杂多尺度系统建模新思路。
arXiv:2605.16211v1 Announce Type: new Abstract: Traditional scientific modeling typically begins with fixed, instance-wise effective equations and the…