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Dastawez Jahan-Numa

World News, Faithfully Reported

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Health

1241 stories

Public health and medicine worldwide — sourced from WHO News.

Dastawez Jahan-Numa

MOTe error: A decomposable framework for evaluating Document Layout Analysis models

arXiv:2603.12718v4 Announce Type: replace Abstract: Document Layout Analysis (DLA) is a machine vision task that parses a page into meaningful elements, and is a critical stage in Document Understanding (DU). DLA models …

arXiv (cs)22h ago
Dastawez Jahan-Numa

Brittlebench: Quantifying LLM robustness via prompt sensitivity

arXiv:2603.13285v4 Announce Type: replace Abstract: Existing evaluation methods largely rely on clean, static benchmarks, which can overestimate true model performance by failing to capture the noise and variability inhe…

arXiv (cs)22h ago
Dastawez Jahan-Numa

Fast Approximation Algorithms for Balanced Edge and Vertex Separators

arXiv:2603.15782v2 Announce Type: replace Abstract: We present a family of fast pseudo-approximation algorithms for the minimum balanced element cut problem in a graph, which includes vertex and edge separators. Given a …

arXiv (cs)22h ago
Dastawez Jahan-Numa

EdgeCrafter: Compact ViTs for Edge Dense Prediction via Task-Specialized Distillation

arXiv:2603.18739v5 Announce Type: replace Abstract: Deploying high-performance dense prediction models on resource-constrained edge devices remains challenging due to strict computation and memory budgets. In practice, l…

arXiv (cs)22h ago
Dastawez Jahan-Numa

On generalized covering radii of binary primitive double-error-correcting BCH codes

arXiv:2603.21068v2 Announce Type: replace Abstract: The generalized covering radii (GCR) of linear codes are a fundamental higher-dimensional extension of the classical covering radius. While the second and third GCR of …

arXiv (cs)22h ago
Dastawez Jahan-Numa

Show Me What You Don't Know: Efficient Sampling from Invariant Sets for Model Validation

arXiv:2603.21782v2 Announce Type: replace Abstract: The performance of machine learning models depends on discovering features in the data that are relevant to solving the given task while ignoring irrelevant variation. …

arXiv (cs)22h ago
Dastawez Jahan-Numa

Optimal-Time Move Structure Construction

arXiv:2603.22147v4 Announce Type: replace Abstract: The move structure represents a permutation $\pi$ of $[0,n)$ by partitioning the domain into $O(r)$ disjoint, contiguously permuted intervals, with $r$ being the minimu…

arXiv (cs)22h ago
Dastawez Jahan-Numa

Language Models as Higher-Order Planning Formalizers

arXiv:2603.23844v4 Announce Type: replace Abstract: Recent work provides overwhelming evidence that LLMs, even those trained to scale their reasoning trace, quickly deteriorate at planning as problems become more complex…

arXiv (cs)22h ago
Dastawez Jahan-Numa

A Sociolinguistic Analysis of Automatic Speech Recognition Bias in Newcastle English

arXiv:2603.24549v2 Announce Type: replace Abstract: Automatic Speech Recognition (ASR) systems are widely used in everyday communication, education, healthcare, and industry, yet their performance remains uneven across s…

arXiv (cs)22h ago
Dastawez Jahan-Numa

ThermoAct:Thermal-Aware Vision-Language-Action Models for Robotic Perception and Decision-Making

arXiv:2603.25044v3 Announce Type: replace Abstract: In recent human-robot collaboration environments, there is a growing focus on integrating diverse sensor data beyond visual information to enable safer and more intelli…

arXiv (cs)22h ago
Dastawez Jahan-Numa

Provably Contractive and High-Quality Denoisers for Convergent Restoration

arXiv:2603.26168v2 Announce Type: replace Abstract: Image restoration, the recovery of clean images from degraded measurements, has applications in various domains like surveillance, defense, and medical imaging. While m…

arXiv (cs)22h ago
Dastawez Jahan-Numa

Unrestrained Simplex Denoising for Discrete Data. A Non-Markovian Approach Applied to Graph Generation

arXiv:2603.28572v2 Announce Type: replace Abstract: Denoising models such as Diffusion or Flow Matching have recently advanced generative modeling for discrete structures, yet most approaches operate directly in the disc…

arXiv (cs)22h ago
Dastawez Jahan-Numa

ORSIFlow: Saliency-Guided Rectified Flow for Optical Remote Sensing Salient Object Detection

arXiv:2603.28584v5 Announce Type: replace Abstract: Optical Remote Sensing Image Salient Object Detection (ORSI-SOD) remains challenging due to complex backgrounds, low contrast, irregular object shapes, and large variat…

arXiv (cs)22h ago
Dastawez Jahan-Numa

Combining Masked Language Modeling and Cross-Modal Contrastive Learning for Prosody-Aware TTS

arXiv:2604.01247v2 Announce Type: replace Abstract: Text encoders in neural text-to-speech (TTS) see only linguistic content, so prosody must be inferred from paired data and synthesised intonation is often flat. Contras…

arXiv (cs)22h ago
Dastawez Jahan-Numa

Full 3D Radiation Pattern Approximation in Multi-Rotor UAVs

arXiv:2604.02827v3 Announce Type: replace Abstract: In-flight outdoor approximation of full 3D Radiation Patterns (RPs) in non-holonomic multi-rotor Uncrewed Aerial Vehicles (UAVs) enables efficient communication-aware r…

arXiv (cs)22h ago
Dastawez Jahan-Numa

Super Agents and Confounders: Influence of surrounding agents on vehicle trajectory prediction

arXiv:2604.03463v2 Announce Type: replace Abstract: In highly interactive driving scenes, trajectory prediction is conditioned on information from surrounding traffic participants such as cars and pedestrians. Our main c…

arXiv (cs)22h ago
Dastawez Jahan-Numa

Caps and LCD Codes with Large Dimensions

arXiv:2604.03734v2 Announce Type: replace Abstract: We establish a connection between linear complementary dual (LCD) codes and caps in projective space. Using this framework and the structure theory of maximal binary ca…

arXiv (cs)22h ago
Dastawez Jahan-Numa

Measuring the Permission Gate: A Stress-Test Evaluation of Claude Code's Auto Mode

arXiv:2604.04978v3 Announce Type: replace Abstract: Claude Code's auto mode is the first deployed permission system for AI coding agents, using a two-stage transcript classifier to gate dangerous tool calls. Anthropic re…

arXiv (cs)22h ago
Dastawez Jahan-Numa

CLEAR: Context Augmentation from Contrastive Learning of Experience via Agentic Reflection

arXiv:2604.07487v3 Announce Type: replace Abstract: Large language model agents rely on effective model context to obtain task-relevant information for decision-making. Many existing context engineering approaches primar…

arXiv (cs)22h ago
Dastawez Jahan-Numa

HEX: Humanoid-Aligned Experts for Cross-Embodiment Whole-Body Manipulation

arXiv:2604.07993v3 Announce Type: replace Abstract: Humans achieve complex manipulation through coordinated whole-body control, whereas most Vision-Language-Action (VLA) models treat robot body parts largely independentl…

arXiv (cs)22h ago
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