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Dastawez Jahan-Numa

World News, Faithfully Reported

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Health

1353 stories

Public health and medicine worldwide — sourced from WHO News.

Dastawez Jahan-Numa

QABBA: Symbolic Time-Series Compression via Integer-Quantized Aggregation

arXiv:2411.15209v4 Announce Type: replace Abstract: The expansion of time-series data from sensors and monitoring systems has made compact representations increasingly important. Such representations should retain signal…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Recursive Computation of Path Homology for Stratified Digraphs

arXiv:2412.05684v3 Announce Type: replace Abstract: Stratified digraphs are popular models for feedforward neural networks. However, computation of their path homologies has been limited to low dimensional ones due to hi…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Automatic Item Generation for Personality Situational Judgment Tests with Large Language Models

arXiv:2412.12144v5 Announce Type: replace Abstract: Personality assessment through situational judgment tests (SJTs) offers unique advantages over traditional Likert-type self-report scales, yet their development remains…

arXiv (cs)1h ago
Dastawez Jahan-Numa

A Dichotomy Theorem for Ordinal Ranks in MSO

arXiv:2501.05385v5 Announce Type: replace Abstract: We focus on formulae $\exists X.\, \varphi(\vec{Y}, X)$ of monadic second-order logic over the full binary tree, such that the witness $X$ is a well-founded set. The or…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Security Testing Framework for Web Applications: Benchmarking ZAP V2.12.0 and V2.13.0 by OWASP as an example

arXiv:2501.05907v2 Announce Type: replace Abstract: The Huge growth in the usage of web applications has raised concerns regarding their security vulnerabilities, which in turn pushes toward robust security testing tools…

arXiv (cs)1h ago
Dastawez Jahan-Numa

DICE: Distilling Classifier-Free Guidance into Text Embeddings

arXiv:2502.03726v3 Announce Type: replace Abstract: Text-to-image diffusion models are capable of generating high-quality images, but suboptimal pre-trained text representations often result in these images failing to al…

arXiv (cs)1h ago
Dastawez Jahan-Numa

X-SG$^2$S: Safe and Generalizable Gaussian Splatting with X-dimensional Watermarks

arXiv:2502.10475v3 Announce Type: replace Abstract: 3D Gaussian Splatting (3DGS) has been widely used in 3D reconstruction and 3D generation. However, the rapid adoption of 3D Gaussian Splatting raises growing concerns a…

arXiv (cs)1h ago
Dastawez Jahan-Numa

The Popularity Hypothesis in Software Security: A Large-Scale Replication with PHP Packages

arXiv:2502.16670v3 Announce Type: replace Abstract: There has been a long-standing hypothesis that a software's popularity is related to its security or insecurity in both research and popular discourse. There are also a…

arXiv (cs)1h ago
Dastawez Jahan-Numa

GuidedBench: Measuring and Mitigating the Evaluation Discrepancies of In-the-wild LLM Jailbreak Methods

arXiv:2502.16903v3 Announce Type: replace Abstract: Despite the growing interest in jailbreaks as an effective red-teaming tool for building safe and responsible large language models (LLMs), flawed evaluation system des…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Multi-View Causal Discovery without Non-Gaussianity: Identifiability and Algorithms

arXiv:2502.20115v4 Announce Type: replace Abstract: Causal discovery is a difficult problem that typically relies on strong assumptions on the data-generating model, such as non-Gaussianity. In practice, many modern appl…

arXiv (cs)1h ago
Dastawez Jahan-Numa

D4orm: Multi-Robot Trajectories with Dynamics-aware Diffusion Denoised Deformations

arXiv:2503.12204v4 Announce Type: replace Abstract: This work presents an optimization method for generating kinodynamically feasible and collision-free multi-robot trajectories that exploits an incremental denoising sch…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Semi-Supervised Biomedical Image Segmentation via Diffusion Models and Teacher-Student Co-Training

arXiv:2504.01547v3 Announce Type: replace Abstract: Supervised deep learning achieves strong performance in biomedical image segmentation but relies on costly pixel-wise annotations, motivating semi-supervised approaches…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Exploiting Stability-Plasticity Asymmetry in Pretrained Detectors for Incremental Object Detection

arXiv:2504.10214v2 Announce Type: replace Abstract: Pretrained model-based incremental object detection (PTMIOD) leverages the rich detection priors of pretrained detectors to learn new categories incrementally while pre…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Differential Privacy Meets Invariant Statistics: Some Conundrums in Quantifying Trade-Offs

arXiv:2504.15246v2 Announce Type: replace Abstract: This work was inspired by the question of whether data swapping, a popular form of statistical disclosure control used to protect many data products including three rec…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Hydra: Marker-Free RGB-D Hand-Eye Calibration

arXiv:2504.20584v2 Announce Type: replace Abstract: This work presents an RGB-D imaging-based approach to marker-free hand-eye calibration using a novel implementation of the iterative closest point (ICP) algorithm with …

arXiv (cs)1h ago
Dastawez Jahan-Numa

SARTM: Segment Any RGB Thermal Model with Language aided Distillation

arXiv:2505.01950v2 Announce Type: replace Abstract: The recent Segment Anything Model (SAM) demonstrates strong instance segmentation performance across various downstream tasks. However, SAM is trained solely on RGB dat…

arXiv (cs)1h ago
Dastawez Jahan-Numa

A Token is Worth over 1,000 Tokens: Efficient Knowledge Distillation through Low-Rank Clone

arXiv:2505.12781v5 Announce Type: replace Abstract: Training high-performing Small Language Models (SLMs) remains costly, even with knowledge distillation and pruning from larger teacher models. Existing work often faces…

arXiv (cs)1h ago
Dastawez Jahan-Numa

ViPlan: A Benchmark for Visual Planning with Symbolic Predicates and Vision-Language Models

arXiv:2505.13180v3 Announce Type: replace Abstract: Integrating Large Language Models with symbolic planners is a promising direction for obtaining verifiable and grounded plans, with recent works extending this idea to …

arXiv (cs)1h ago
Dastawez Jahan-Numa

InComeS: Integrating Compression and Selection Mechanisms into LLMs for Efficient Model Editing

arXiv:2505.22156v4 Announce Type: replace Abstract: Although existing model editing methods perform well in recalling exact edit facts, they often struggle in complex scenarios that require deeper semantic understanding …

arXiv (cs)1h ago
Dastawez Jahan-Numa

Efficient Learning of Balanced Signed Graphs via Sparse Linear Programming

arXiv:2506.01826v2 Announce Type: replace Abstract: Signed graphs are equipped with both positive and negative edge weights, encoding pairwise correlations as well as anti-correlations in data. A balanced signed graph is…

arXiv (cs)1h ago
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