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Dastawez Jahan-Numa

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Health

988 stories

Public health and medicine worldwide — sourced from WHO News.

Dastawez Jahan-Numa

SciDiagramEdit: Learning to Edit Scientific Diagrams from Paper Revisions

arXiv:2607.15272v1 Announce Type: new Abstract: Editing the figures in a research paper is a routine and time-consuming part of everyday research practice: authors relabel components, rearrange panels, and restyle visual…

arXiv (cs)3h ago
Dastawez Jahan-Numa

MeanFlowNFT: Bringing Forward-Process RL to Average-Velocity Generators

arXiv:2607.15273v1 Announce Type: new Abstract: MeanFlow generators achieve fast few-step sampling by predicting average velocities over time intervals, making them attractive for efficient generation. Reinforcement lear…

arXiv (cs)3h ago
Dastawez Jahan-Numa

RoboTTT: Context Scaling for Robot Policies

arXiv:2607.15275v1 Announce Type: new Abstract: Recent robot foundation models operate with single-step or short-history visuomotor context. We introduce Test-Time-Training Robot Policies (RoboTTT), a robot model and tra…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Partition, Prompt, Aggregate: Statistical Self-Consistency in Language Models

arXiv:2607.15277v1 Announce Type: new Abstract: In-context learning is commonly interpreted as a form of conditional inference, in which the prompt specifies a context and the model's output is treated as an estimate of …

arXiv (cs)3h ago
Dastawez Jahan-Numa

Hierarchical Denoising For Multi-Step Visual Reasoning

arXiv:2607.15278v1 Announce Type: new Abstract: Video models are evolving into vision foundation models, yet they still lack human-like multi-step reasoning. Streaming autoregressive diffusion models are efficient but li…

arXiv (cs)3h ago
Dastawez Jahan-Numa

All Polarized but Still Different: a Multi-factorial Metric to Discriminate between Polarization Behaviors on Social Media

arXiv:2312.04603v1 Announce Type: cross Abstract: Online polarization has attracted the attention of researchers for many years. Its effects on society are a cause for concern, and the design of personalized depolarizati…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Fast-Fading Channel and Power Optimization of the Magnetic Inductive Cellular Network

arXiv:2406.04737v2 Announce Type: cross Abstract: The cellular network of magnetic Induction (MI) communication holds promise in long-distance underground environments. In the traditional MI communication, there is no fa…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Traceback Translators Against Forgetting in Continual Fake Speech Detection

arXiv:2607.12569v1 Announce Type: cross Abstract: Fake speech detectors are increasingly challenged by the development of new and more accurate generative models. To cope with this problem, continual learning techniques …

arXiv (cs)3h ago
Dastawez Jahan-Numa

Falsifiable Release Gates for Self-Improving Systems

arXiv:2607.13070v1 Announce Type: cross Abstract: Safety claims on self-improving agent runtimes are almost always self-graded: a policy file, a guardrail, or a README commitment. We describe falsifiable release gates, a…

arXiv (cs)3h ago
Dastawez Jahan-Numa

The Test Oracle Problem in Synthetic LLM-as-Judge Corpora: Disappearance, Distortion and a Validation Protocol

arXiv:2607.13707v1 Announce Type: cross Abstract: Studies of bias in LLM-as-judge systems typically build synthetic corpora by prompting an LLM to generate a hallucinated answer to pair with a factual one, then presentin…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Generalized Neural Distributional Regression

arXiv:2607.14122v1 Announce Type: cross Abstract: We introduce the Generalized Neural Distributional Regression (GNDR) framework, which seamlessly embeds deep neural networks into the parameter space of classical probabi…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Analysis of Public Schools Educational Performance Based on Causal Models and Hierarchical Clustering

arXiv:2607.14124v1 Announce Type: cross Abstract: The increasing availability of large-scale educational datasets has expanded the use of quantitative methods for investigating school performance. However, institutional …

arXiv (cs)3h ago
Dastawez Jahan-Numa

The Planar Case of Thomas Positive Circuits Conjecture

arXiv:2607.14143v1 Announce Type: cross Abstract: The notion of circuit refers to a cyclic oriented influence between the elements of a dynamical system. There are two classes of circuit: positive and negative. R. Thomas…

arXiv (cs)3h ago
Dastawez Jahan-Numa

A vision foundation model for single-cell biology via spatial gene cartography

arXiv:2607.14163v1 Announce Type: cross Abstract: Most single-cell foundation models are adapted from language models, representing each cell as a sequence of gene tokens. This discards the relationships among genes and …

arXiv (cs)3h ago
Dastawez Jahan-Numa

OvAi Focus: AI-based Multi-class Segmentation of Functional Ovaries and Adnexal Masses in Gynecological Ultrasound

arXiv:2607.14179v1 Announce Type: cross Abstract: Ovarian cancer is the deadliest gynecological malignancy; accurate and objective segmentation of adnexal masses and functional ovaries in ultrasound (US) remains challeng…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Operator-Informed Gaussian Processes for Complex Helmholtz Wavefields: From Synthetic Benchmarks to In Vivo Brain Elastography

arXiv:2607.14193v1 Announce Type: cross Abstract: The Helmholtz equation governs time-harmonic wave propagation, and in dissipative media a complex modulus renders its squared wavenumber $\kappa^2$ complex. Inferring suc…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Online Beck--Fiala Down to Logarithmic Sparsity

arXiv:2607.14238v1 Announce Type: cross Abstract: The Beck--Fiala conjecture asserts that every matrix $A\in\{0,1\}^{n\times T}$ with at most $d$ nonzero entries in each column has discrepancy $O(\sqrt d)$. A major break…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Emulation of Entanglement Distribution Networks on a Quantum Computer

arXiv:2607.14260v1 Announce Type: cross Abstract: We investigate how quantum computers can be used to emulate quantum networks and study their performance under practical impairments. In particular, we evaluate how degra…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Real-Time Detection of Charge Jumps in Superconducting Qubits with a Convolutional Neural Network

arXiv:2607.14293v1 Announce Type: cross Abstract: Ionizing radiation from cosmic rays and gammas can induce discontinuous jumps in the environmental charge of superconducting qubits (charge jumps), causing correlated err…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Assessing AI in Introductory Physics Problem Solving

arXiv:2607.14303v1 Announce Type: cross Abstract: Reasoning or inference-scaling models are the new generation of Large Language Models (LLMs) capable of complex problem solving. To investigate their problem-solving capa…

arXiv (cs)3h ago
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