Generation X
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Related Articles from SNS
How abundant are good interpolators?
Announce Type: cross Abstract: Let $S$ be the set of unit norm linear classifiers $\theta \in \mathbb{R}^d$ which correctly classify every point of a labeled dataset $(X_i,y_i)_{i=1}^n$, $X_i \in \mathbb{R}^d$, $y_i \in \{-1,+1\}$, with a possibly negative margin $\kappa$ fixed in advance. Under two natural data-generating distributions of the $(X,y)$ pairs -- a Gaussian mixture model and a logistic model with Gaussian features -- and in the proportional regime $n/d \to \alpha$ with small...
Imagine Before You Draw: Visual Prompt Engineering for Image Generation
arXiv:2606.04457v1 Announce Type: new Abstract: Incorporating visual semantic representations as an intermediate step before image generation can reduce the modeling difficulty between text and images, thereby improving generation quality. Recent works such as X-Omni and BLIP3o-Next have explored this direction, but they typically use a two-stage external pipeline: a separate autoregressive model first generates semantic tokens, which are then fed as conditioning to an independent diffusion...
X-ray Fractional Orbital Angular Momentum from Coherent Magnetic Scattering
Announce Type: new Abstract: Artificial spin ice (ASI) based on a square lattice with a topological defect are known to generate orbital angular momentum (OAM) in diffracted X-ray beams. A previous investigation of ASI with even-charge topological defects showed both charge and magnetic X-ray scattering yield photon OAM, but these were confined to integer OAM values. However, the period of the square ASI's antiferromagnetic ground state is twice the period of the structural ground state,...
Starmer suggests US ‘trying to interfere in our democracy’ over Nowak claims
No 10 responds after US vice-president blames UK teenager’s death on mass migrationKeir Starmer has suggested the US is trying to interfere in British democracy after JD Vance, the US vice-president, blamed the murder of the British teenager Henry Nowak on mass migration. No 10 responded after the senior Republican politician claimed in a post on X that Nowak would be alive “if the last few generations of European elites had stood their ground against the politics of self-hatred and the...
Starmer suggests US ‘trying to interfere in our democracy’ over Nowak claims
No 10 responds after US vice-president blames UK teenager’s death on mass migrationKeir Starmer has suggested the US is trying to interfere in British democracy after JD Vance, the US vice-president, blamed the murder of the British teenager Henry Nowak on mass migration. No 10 responded after the senior Republican politician claimed in a post on X that Nowak would be alive “if the last few generations of European elites had stood their ground against the politics of self-hatred and the...
JD Vance blames Henry Nowak’s murder on ‘mass invasion of migrants’
US vice-president speaks out over UK teenager’s death after Keir Starmer rebuffs claim of two-tier policingJD Vance, the US vice-president, has blamed the murder of the British teenager Henry Nowak on mass migration, hours after Keir Starmer rejected the US government’s claim that there was “two-tier policing” in the UK.The senior Republican politician weighed into the case of the murdered 18-year-old, claiming in a post on X that Nowak would be alive “if the last few generations of...
Parallel Jacobi Decoding for Fast Autoregressive Image Generation
arXiv:2606.05703v1 Announce Type: new Abstract: Autoregressive (AR) models have demonstrated remarkable performance in generating high-fidelity images. However, their inherently sequential next-token prediction leads to significantly slower inference. Recent studies have introduced Jacobi-style decoding to accelerate autoregressive image generation.
Efficient and Stealthy Jailbreak Attacks via Adversarial Prompt Distillation from LLMs to SLMs
Announce Type: replace Abstract: Current jailbreak attacks on large language models (LLMs) predominantly rely on LLMs themselves to generate adversarial prompts, creating a critical efficiency bottleneck: each attack requires substantial computational resources and API queries, limiting scalability and practical deployment. To overcome this limitation, we propose Adversarial Prompt Distillation (APD), a novel framework that transfers jailbreaking capabilities from LLMs to small language...
Dynamic Query Modification for Binary Locality Sensitive Hashing
arXiv:2605.23807v2 Announce Type: replace Abstract: Our context of interest is how binary locality sensitive hash (LSH) functions can be used to solve the approximate near neighbour (ANN) problem, which seeks to find the k closest elements of some dataset X to some further point q presented as a query. Binary locality sensitive function families H are sets of functions each which accept a point and return a binary value. A function is locality sensitive if and only if the output of the...
BJP shares AI video mocking DK Shivakumar ahead of Karnataka swearing-in
Ahead of Congress leader DK Shivakumar's oath-taking ceremony as Karnataka chief minister on Wednesday, the BJP launched a sharp attack on the Congress government through a series of posts on X, criticising and alleging failures in governance. In an AI-generated video shared late Tuesday night, BJP Karnataka depicted DK Shivakumar travelling in a SUV in waterlogged roads. In another post, BJP Karnataka accused the Congress government of neglecting farmers ahead of the monsoon season.