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Dastawez Jahan-Numa

World News, Faithfully Reported

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Health

1301 stories

Public health and medicine worldwide — sourced from WHO News.

Dastawez Jahan-Numa

When Is Disclosing Private Conversations with AI to the State Justified? Proactive Referral Policies of Major U.S. AI Companies through the Lens of Contextual I…

arXiv:2610.25169v2 Announce Type: replace Abstract: AI companies engage in "proactive referral," notifying law enforcement of user conversations they judge dangerous without a government request. This poses a dilemma, si…

arXiv (cs)21h ago
Dastawez Jahan-Numa

Acharya 2.0: An AI Tutor for Self-Learning Subjects in Hindi

arXiv:2610.25192v2 Announce Type: replace Abstract: Text processing is crucial for low-resource languages as it enables the development of tools and technologies that bridge the digital divide and provide equitable acces…

arXiv (cs)21h ago
Dastawez Jahan-Numa

Painting Change Map as guidance for generating painting processes

arXiv:2610.25369v2 Announce Type: replace Abstract: Digital art generation has undergone a massive paradigm shift, moving from static image synthesis to dynamic video generation that can mimic the human painting process.…

arXiv (cs)21h ago
Dastawez Jahan-Numa

A conservative reduced collision model for the Boltzmann equation

arXiv:2610.25398v2 Announce Type: replace Abstract: The evaluation of the quadratic collision operator is one of the major computational bottlenecks in solving the Boltzmann equation owing to the high dimensionality and …

arXiv (cs)21h ago
Dastawez Jahan-Numa

RAHF-Net: Range-Aware Heterogeneous Fusion for LiDAR-Assisted RGB Semantic Segmentation

arXiv:2610.25400v2 Announce Type: replace Abstract: This paper studies LiDAR-assisted RGB semantic segmentation, where LiDAR point-cloud features improve dense pixel-wise predictions in the RGB image plane rather than 3D…

arXiv (cs)21h ago
Dastawez Jahan-Numa

When Form Changes but Logic Doesn't: Building Logic-invariant LLMs through Logical Structure

arXiv:2610.25402v2 Announce Type: replace Abstract: Large language models (LLMs) have achieved strong performance across diverse reasoning tasks, yet it remains unclear whether this performance reflects an understanding …

arXiv (cs)21h ago
Dastawez Jahan-Numa

MT Forcing: Towards Stable and Consistent Multi-Turn Image Editing with Autoregressive Diffusion

arXiv:2610.25404v2 Announce Type: replace Abstract: Multi-turn image editing aims to modify an image according to a sequence of instructions, enabling more effective interactive visual content creation for users. However…

arXiv (cs)21h ago
Dastawez Jahan-Numa

DiaLong: Benchmarking Reminiscence in Long-Context Dialogues

arXiv:2610.25463v2 Announce Type: replace Abstract: How well can transformer-based Large Language Models (LLMs) retain and recall memories in long contexts of dialogue? LLMs are known to forget long-range factual informa…

arXiv (cs)21h ago
Dastawez Jahan-Numa

Vector-Quantized World Model: Latent Feedback Motion Planning for Robot Manipulation

arXiv:2610.25600v2 Announce Type: replace Abstract: Visual world models have shown strong potential for robot planning, yet long-horizon manipulation remains challenging due to compounding prediction errors, large search…

arXiv (cs)21h ago
Dastawez Jahan-Numa

High Precision Multiplicative-Error Approximation of $\#$SAC$^1$ Functions in Logspace Uniform AC$^1$

arXiv:2610.25623v2 Announce Type: replace Abstract: Cheng and Wang (CCC' 24) showed that BPL is contained in logspace uniform AC$^1$ (denoted as L-AC$^1$). We upgrade their result by showing that approximations of $\#$SA…

arXiv (cs)21h ago
Dastawez Jahan-Numa

Learning from Fleet Experience: Collective Experience Learning Across 96 Robots

arXiv:2610.25736v2 Announce Type: replace Abstract: Robot deployment generates experience that can support policy improvement, but continued reliance on expert corrective actions makes learning difficult to scale across …

arXiv (cs)21h ago
Dastawez Jahan-Numa

Union of Translates of a Convex Body

arXiv:2610.25841v2 Announce Type: replace Abstract: Let $K\subset\mathbb{R}^d$ be a strictly convex body and let $Z\subset\mathbb{R}^d$ be a finite set of sites in general position. We consider the problem of calculating…

arXiv (cs)21h ago
Dastawez Jahan-Numa

HORIA: 4D Human and Object Reconstruction from a Monocular Video with Interaction-Aware Re-Rendering

arXiv:2610.25960v2 Announce Type: replace Abstract: Joint 4D reconstruction of a human and object from a monocular video is essential for understanding how people interact with their environment. While recent methods hav…

arXiv (cs)21h ago
Dastawez Jahan-Numa

PaceVLA: Adaptive Temporal Action Quantization in Vision-Language-Action Models

arXiv:2610.25961v2 Announce Type: replace Abstract: Fast and reliable manipulation is crucial for practical robot deployment. Although Vision-Language-Action (VLA) models have recently shown remarkable progress as genera…

arXiv (cs)21h ago
Dastawez Jahan-Numa

SSIO: Self-Supervised Inertial Odometry

arXiv:2610.25988v2 Announce Type: replace Abstract: Learning inertial odometry for a new platform usually requires ground-truth trajectories. We show that an inertial odometry model can instead be trained from scratch by…

arXiv (cs)21h ago
Dastawez Jahan-Numa

XGLASS: X-Ray, Gaze and Language Assisted Slice Sequencing for CT Volumes

arXiv:2610.26255v2 Announce Type: replace Abstract: Vision-language models (VLMs) achieve remarkable performance on 2D medical images, such as X-rays or pathology images, while 3D VLMs that directly process CT/MRI volume…

arXiv (cs)21h ago
Dastawez Jahan-Numa

REFLEX: RNA Ensemble Generation via Flexibility-Calibrated Stochastic Bridge

arXiv:2610.26261v2 Announce Type: replace Abstract: RNA molecules often function through multiple experimentally observed conformational states. A central challenge is to capture ensemble diversity without sacrificing st…

arXiv (cs)21h ago
Dastawez Jahan-Numa

Cartender: Verifiable Language-Conditioned Driving by Learning the Drives Not Taken

arXiv:2610.26390v2 Announce Type: replace Abstract: Every driving scene is logged once, but driving is one-to-many: the scene determines which behaviors are feasible, while an instruction selects among them. A log record…

arXiv (cs)21h ago
Dastawez Jahan-Numa

Learning What to Remember: Resource-Efficient Self-Improvement for Lifelong Agents

arXiv:2610.26453v2 Announce Type: replace Abstract: Self-improving agents aim to continuously improve their behavior by learning from experience after deployment. However, accumulating and reusing more experience does no…

arXiv (cs)21h ago
Dastawez Jahan-Numa

Mitigating Reward Hacking in Preference Reward Models with Evolving Penalties

arXiv:2610.26496v2 Announce Type: replace Abstract: Reinforcement learning for language models has moved from preference reward models to verifiable rewards, which sustain much longer optimization. Preference models are …

arXiv (cs)21h ago
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