HBVLA: Pushing 1-Bit Post-Training Quantization for Vision-Language-Action Models
arXiv:2602.13710v1 Announce Type: new Abstract: Vision-Language-Action (VLA) models enable instruction-following embodied control, but their large compute and memory footprints hinder deployment on resource-constrained robots and edge platforms. While reducing weights to 1-bit precision through binarization can greatly improve efficiency, existing...
Discrete Double-Bracket Flows for Isotropic-Noise Invariant Eigendecomposition
arXiv:2602.13759v1 Announce Type: new Abstract: We study matrix-free eigendecomposition under a matrix-vector product (MVP) oracle, where each step observes a covariance operator $C_k = C_{sig} + \sigma_k^2 I + E_k$. Standard stochastic approximation methods either use fixed steps that couple...
Fast Physics-Driven Untrained Network for Highly Nonlinear Inverse Scattering Problems
arXiv:2602.13805v1 Announce Type: new Abstract: Untrained neural networks (UNNs) offer high-fidelity electromagnetic inverse scattering reconstruction but are computationally limited by high-dimensional spatial-domain optimization. We propose a Real-Time Physics-Driven Fourier-Spectral (PDF) solver that achieves sub-second reconstruction through spectral-domain dimensionality reduction. By...
Testing For Distribution Shifts with Conditional Conformal Test Martingales
arXiv:2602.13848v1 Announce Type: new Abstract: We propose a sequential test for detecting arbitrary distribution shifts that allows conformal test martingales (CTMs) to work under a fixed, reference-conditional setting. Existing CTM detectors construct test martingales by continually growing a reference set...
A Mass-Energy Equivalence Law as E = ½ Mc2
This paper assumes that the mass and charge of a particle are independent of its speed relative to an observer. A particle of mass m and charge Q moving with its electrostatic field Eo at an angle 𝜽 to the...
A return to the separation of powers
Please note that SCOTUS Outside Opinions constitute the views of outside contributors and do not necessarily reflect the opinions of SCOTUSblog or its staff. In recent years, the Supreme Court has gradually […]The postA return to the separation of powersappeared...
Cart before the Horse? BSH Hausgeräte v Electrolux and Exclusive Jurisdiction over Patent Validity
In a much-anticipated judgment, the Grand Chamber of the CJEU in BSH Hausgeräte GmbH v Electrolux AP reshaped the landscape of cross-border patent litigation in the EU. The case concerned the interpretation of Article 24(4) of Regulation 1215/2012 (Brussels Ia),...
Anthropic releases Sonnet 4.6
Anthropic has released a new version of its midsized Sonnet model, keeping pace with the company's four-month update cycle.