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Dastawez Jahan-Numa

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1353 stories

Public health and medicine worldwide — sourced from WHO News.

Dastawez Jahan-Numa

Revisiting Face Recognition for Monozygotic Twins: The Celeb Twins Test Set

arXiv:2609.01141v1 Announce Type: new Abstract: Past literature on face recognition for monozygotic (("identical") twins points to facial marks and mirror asymmetry as possible directions for improved accuracy of twins r…

arXiv (cs)1h ago
Dastawez Jahan-Numa

On the Gram matrix of standard inner products of asymmetrically-weighted Hermite functions

arXiv:2609.01144v1 Announce Type: new Abstract: Let A denote the infinite Gram matrix associated with the standard L2 inner product of asymmetrically-weighted (AW) Hermite functions. We derive an explicit representation …

arXiv (cs)1h ago
Dastawez Jahan-Numa

StainPresetNet: Stain Preset Network for Fast Multi-to-Multi Stain Normalization

arXiv:2609.01146v1 Announce Type: new Abstract: Stain normalization reduces color variations caused by variations in staining protocols and imaging conditions, thereby enhancing computer-aided diagnostic system performan…

arXiv (cs)1h ago
Dastawez Jahan-Numa

On the Design Fundamentals of Pixel Text Representation Learning

arXiv:2609.01147v1 Announce Type: new Abstract: Text-rich visual inputs require models that can read, retrieve, and compress language directly in pixel space, yet existing pixel-text encoders struggle with fixed resoluti…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Dotting the Eye: An Intent-Driven Image Retouching Agent for Visual Focus Enhancement

arXiv:2609.01148v1 Announce Type: new Abstract: Image retouching is commonly formulated as enhancing overall visual quality through color adjustment, but in practice, it also serves to emphasize visual focus by guiding v…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Subword Segmental BabyLMs: Learning to Tokenise for Sample-Efficient Pretraining

arXiv:2609.01151v1 Announce Type: new Abstract: In the standard LM training pipeline, subword tokenisation is applied as a preprocessing step. Subword segmental language modelling is an alternative paradigm in which toke…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Superposed Latent Autoencoder

arXiv:2609.01158v1 Announce Type: new Abstract: Autoencoders typically meet tight latent-memory budgets by making each latent representation smaller, sacrificing representational capacity. We ask a different question: ca…

arXiv (cs)1h ago
Dastawez Jahan-Numa

CopyShield: A Cross-Level Benchmark of Copyright Defenses in LLMs

arXiv:2609.01161v1 Announce Type: new Abstract: Large language models can reproduce memorized text verbatim, yet copyright defenses are usually evaluated under incompatible protocols. We introduce CopyShield, a controlle…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Classic AI Scaffolding for LLM Social Agents

arXiv:2609.01167v1 Announce Type: new Abstract: Large language models can produce locally plausible social turns, but fluent next-turn generation is not enough for social simulation. Human encounters such as restaurant l…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Jailbreaking Text-to-Image Models Through Cracks: Navigating Heterogeneous Safety Filters via Multi-Agent Debate

arXiv:2609.01168v2 Announce Type: new Abstract: Text-to-image (T2I) models remain vulnerable to jailbreak attacks that elicit Not-Safe-For-Work (NSFW) content, despite increasingly being guarded by heterogeneous, multi-l…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Pre-carved Niches: The Formation Dynamics of Modular Task Partitions in Early LLM Training

arXiv:2609.01170v1 Announce Type: new Abstract: Large language models exhibit a modular internal organization that mirrors well-studied functional networks of the human brain, but how this organization forms during train…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Johnny Still Receives Spam SMS: Assessing the Robustness of SMS Spam Detection

arXiv:2609.01171v1 Announce Type: new Abstract: SMS spam detection systems often achieve high accuracy in controlled environments but struggle against adversarial attacks and increasingly sophisticated spam tactics in re…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Monocular Depth Estimation from a Single Image: Progress and Opportunities

arXiv:2609.01172v1 Announce Type: new Abstract: Monocular depth estimation has long stood as a fundamental challenge in computer vision, enabling a wide range of applications including 3D reconstruction, robotics, autono…

arXiv (cs)1h ago
Dastawez Jahan-Numa

A SoK for SoCs: Reading the TI Leaves on AI for Cyber Threat Intelligence Generation and Sharing

arXiv:2609.01174v1 Announce Type: new Abstract: Cyber Threat Intelligence (CTI) is essential for defending mission-critical infrastructure, yet the process of transforming raw attack evidence into shareable CTI remains f…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Don't You Know, Pump it Up! Investigating Cryptocurrency Manipulation in Telegram-Driven Activity

arXiv:2609.01176v1 Announce Type: new Abstract: Telegram plays a pivotal role in cryptocurrency communication and has been repeatedly associated with coordinated schemes, such as pump-and-dump manipulation. However, exis…

arXiv (cs)1h ago
Dastawez Jahan-Numa

A Novel Space-Time Coding Architecture for Rydberg Atomic Quantum Receiver-Based Systems

arXiv:2609.01180v2 Announce Type: new Abstract: Rydberg atomic quantum receivers (RAQRs) offer high sensitivity and wide tunability, but their magnitude-based readout yields a nonlinear model incompatible with convention…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Quantum LDPC and High-Rate CSS Codes from Fair-Density Parity-Check Codes

arXiv:2609.01181v1 Announce Type: new Abstract: We construct quantum LDPC (qLDPC) and high-rate CSS codes from our recently introduced classical fair-density parity-check (FDPC) codes. To this end, we introduce a structu…

arXiv (cs)1h ago
Dastawez Jahan-Numa

LLMPEDIA: Browsing, Verifying, and Comparing the Parametric Encyclopedic Knowledge of LLMs

arXiv:2609.01182v1 Announce Type: new Abstract: Flagship language models appear saturated on benchmarks like MMLU (Hendrycks et al., 2021), scoring above 90% - yet benchmarks test only what the experimenter thought to as…

arXiv (cs)1h ago
Dastawez Jahan-Numa

On smallest synchronizing terms over constant alphabets

arXiv:2609.01184v1 Announce Type: new Abstract: We show a subexponential lower bound on the reset threshold of synchronizing deterministic finite tree automata (DTA) over alphabets of just two symbols. This significantly…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Reveree: Diagnosing LLM Reverse-Engineering Agents

arXiv:2609.01185v1 Announce Type: new Abstract: Reverse engineering (RE) is critical to security tasks such as malware analysis and vulnerability discovery, and large language model (LLM) agents are increasingly able to …

arXiv (cs)1h ago
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