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Neural Galerkin Normalizing Flows for Bayesian Inference of Diffusions with Inaccessible Boundaries
Announce Type: new Abstract: One of the primary challenges in Bayesian inference on the parameters of a diffusion model from discrete observations is the unavailability of an analytical expression for the transition density function between consecutive observation times, which is needed to derive the likelihood function. Extending previous studies that solve Fokker-Planck (FP) type partial differential equations with Normalizing Flows, we propose a new Normalizing Flow architecture to learn...
Ukraine’s Flamingo missiles hit Russian factory producing key drone components
KYIV — Several Ukrainian Flamingo FP-5 missiles travelled over 1,000 kilometers into Russia and struck a factory that produces key components for deadly drones, Ukrainian President Volodymyr Zelenskyy said Wednesday. The cruise missiles targeted the Progress factory in Cheboksary, capital of Russia’s Chuvash Republic. The facility produces the Kometa antennas that enable Russian drones and missiles to bypass Ukrainian air defenses during the Kremlin’s massive strikes on the country.
TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks
arXiv:2510.16028v4 Announce Type: replace Abstract: Neural networks increasingly run on hardware outside the user's control (cloud GPUs, inference marketplaces). Yet ML-as-a-Service reveals little about what actually ran or whether returned outputs faithfully reflect the intended inputs. Users lack recourse against service downgrades (model swaps, quantization, graph rewrites, or discrepancies like altered ad embeddings).
Fixed-Point Masked Generative Modeling
new Abstract: Masked Generative Models (MGMs) enable parallel decoding and achieve strong performance across modalities, but require full-sequence bidirectional transformers at every step, making training costly and degrading quality under low sampling budgets. Existing work improves efficiency via better samplers or cheaper fixed-depth denoisers, but they still allocate a fixed amount of denoiser computation to each refinement step. We introduce Fixed-Point Masked Generative Models...
Kyiv hit Russian military plant using Ukrainian-made Flamingo missile, Zelenskyy says
Volodymyr Zelenskyy vowed to continue Kyiv’s strikes deep inside Russia in response to attacks on Ukraine, but also a way of forcing the Kremlin into direct talks. Kyiv used Ukrainian-made Flamingo missiles to strike a Russian military facility which supplies Moscow forces with components for drones and missiles, President Volodymyr Zelenskyy confirmed on Wednesday. “We continue to apply Ukrainian long-range sanctions against Russian military facilities and the oil industry,” Zelenskyy said...
Probing kinetic enhancement of fusion reactivity in turbulent hot spots
Announce Type: new Abstract: Traditionally, fusion reactivity in thermonuclear plasmas has been calculated by assuming a local Maxwellian ion distribution. However, recent theoretical work [Phys. 135, 155101 (2025)] suggests that turbulence in plasmas can generate non-Maxwellian tail distributions, thereby enhancing reactivity.
Full Reverse Engineering of the TI-84 Plus Operating System
TI-84 Plus OS — Reverse-engineering notes: system overview Target: ti84plus.rom (1 MiB flash dump). OS self-identifies as 2.55MP. CPU: Zilog Z80 (16-bit address bus, 64 KiB logical space) with hardware flash/RAM paging.
Rotatable Antenna-Enabled Mobile Edge Computing
Announce Type: replace Abstract: In the evolving landscape of mobile edge computing (MEC), enhancing communication reliability and computation efficiency to support increasingly stringent low-latency services remains a fundamental challenge. Rotatable antenna (RA) is a promising technology that introduces new spatial degrees of freedom (DoFs) to tackle this challenge. In this letter, we investigate an RA-enabled MEC system where antenna boresight directions can be independently adjusted to...
Bilateral and multilateral international scientific collaboration of EU member states: OpenAlex vs Scopus (2000-2024)
arXiv:2606.06336v1 Announce Type: new Abstract: This study examines the evolution of bilateral and multilateral scientific collaboration among EU Member States and between the EU and global partners from 2000 to 2024 using data from OpenAlex and Scopus. The results show that OpenAlex, when restricted to cited articles, yields findings broadly comparable to those obtained from Scopus for assessing country-level research collaboration. Relative Intensity of Collaboration (RIC) values are...