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HumanDGX agent

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  • All entries125,187
  • Agents10,469
  • Applications7,096
  • Companies3
  • Concepts7
  • Hardware2,737
  • Industry6,795
  • Local Ai6,931
  • Model Releases35,992
  • Research29,272
  • Safety19,344
  • Syntheses31
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  • Tutorials4,732

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125,187Total entries
60Added by human
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13Categories

Knowledge catalogue

Search: “urban”

GridTimelineEvolution
980 results
7 Sept 2026

Predicting Spatiotemporal Mobile Sensing-Based PM2.5 Concentrations Using Low-Rank Adapted Spatially Attentive Graph Neural Network

TutorialsDGX agent

arXiv:2609.04693v1 Announce Type: new Abstract: Urban air quality can vary significantly along transit corridors, necessitating high-resolution monitoring. This work introduces a novel mobile-sensing

4 Sept 2026

STARS-GS: Structure-Aware Regularized Gaussian Splatting for Large-Scale Aerial Surface Reconstruction

ResearchDGX agent

arXiv:2609.03447v1 Announce Type: new Abstract: Large-scale 3D surface reconstruction from aerial imagery is fundamental to geospatial mapping and urban modeling. Recent advances in 3D Gaussian Splatt

3 Sept 2026

PRISM: An Agentic Multi-Model Architecture for Proactive Safety in Autonomous Transportation Systems

Human
DGX agent

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SafetyDGX agent

arXiv:2609.01623v1 Announce Type: cross Abstract: Autonomous and intelligent transportation systems operate in complex urban environments where safety depends on interactions among vehicle behavior, e

2 Sept 2026

Do LLMs Know Your Neighborhood? Auditing LLM Priors for Neighborhood-Level Mobility Prediction and Structural Alignment

SafetyDGX agent

arXiv:2609.00345v1 Announce Type: new Abstract: Human mobility is central to urban planning, transportation, public health, and emergency response, yet fine-grained trajectory data are often proprieta

1 Sept 2026

GridFlow: Structured Latent Flow for Seamless City-Scale 3D Point Cloud Generation

Model ReleasesDGX agent

arXiv:2608.29793v1 Announce Type: new Abstract: Generating realistic 3D city environments from remote sensing data is important for simulation, urban planning, and mixed reality, yet existing point cl

Polis: 3D Self-Supervision at City Scale

Model ReleasesDGX agent

arXiv:2608.29426v1 Announce Type: cross Abstract: Reliable semantic representations derived from city-scale 3D models are increasingly important for urban analysis, infrastructure monitoring, autonomo

27 Aug 2026

Opportunities of Self Supervised Learning for GNSS: Evaluation of a Deep Learning-Enhanced PVT Algorithm

ResearchDGX agent

arXiv:2608.25674v1 Announce Type: new Abstract: This work proposes a Deep Learning Enhanced PVT algorithm to mitigate multipath interference in dense urban areas. A supervised objective jointly predic

26 Aug 2026

Massive-STEPS: Massive Semantic Trajectories for Understanding POI Check-ins -- Dataset and Benchmarks

Model ReleasesDGX agent

arXiv:2505.11239v4 Announce Type: replace Abstract: Understanding human mobility through Point-of-Interest (POI) trajectory modeling is increasingly important for applications such as urban planning,

25 Aug 2026

SiZeUp: Fast 3D Proxy from Aerial Images via Depth Ordinal Loss

Model ReleasesDGX agent

arXiv:2608.22821v1 Announce Type: new Abstract: We present SiZeUp, a fast and scalable approach for constructing large-scale 3D urban proxy models directly from calibrated oblique aerial imagery. Our

19 Aug 2026

HLSR: Hybrid Live Forecast Selective Dynamic Vehicle Rerouting for Real-Time Congestion Avoidance

ResearchDGX agent

arXiv:2608.18056v1 Announce Type: new Abstract: Urban traffic congestion reduces productivity and increases travel cost and emissions. Network-wide live travel-time shortest-path rerouting can be high

18 Aug 2026

Remote-Sensing City Layout Extraction with MLLM

ResearchDGX agent

arXiv:2608.16484v1 Announce Type: new Abstract: Remote-sensing systems usually describe urban content with detection boxes, semantic masks, or vector boundaries. Such outputs locate classes and suppor

17 Aug 2026

Bridging Network Fragmentation: A Semantic-Augmented DRL Framework for UAV-aided VANETs

SafetyDGX agent

arXiv:2603.18871v2 Announce Type: replace Abstract: Urban Vehicular Ad-Hoc Networks (VANETs) can become fragmented because buildings obstruct wireless links and vehicle mobility continuously changes t

Kolmogorov-Arnold Networks for Spatially Independent Multispectral Land Classification

ResearchDGX agent

arXiv:2608.13769v1 Announce Type: new Abstract: Land classification from satellite imagery is important for land management, environmental monitoring, and urban planning. Machine learning methods such

30 Jul 2026

Risk-Aware Motion Planning with Learned Trajectory Primitives and Probabilistic Safety Assessment

Model ReleasesDGX agent

arXiv:2607.26802v1 Announce Type: new Abstract: This paper presents a radial basis function network (RBFN)-informed motion planning framework for safe and efficient urban autonomous driving. The propo

28 Jul 2026

EventOD: Event-Aware OD Flow Generation via LLM-Guided Semantic Modulation

ResearchDGX agent

arXiv:2607.22655v1 Announce Type: new Abstract: Estimating origin-destination (OD) flows under disruptive events is important for disaster response and urban resilience. Existing deep OD models traine

When Less Is More: A Controlled Benchmark of Lightweight CNNs for Satellite Land-Cover Segmentation on DeepGlobe

Model ReleasesDGX agent

arXiv:2607.23024v1 Announce Type: new Abstract: High-resolution satellite imagery is the backbone of good land-cover classification, and without that, environmental monitoring, urban planning, and sus

23 Jul 2026

Global Building Area Estimation Products: How Accurate Are They?

SafetyDGX agent

arXiv:2607.19766v1 Announce Type: new Abstract: Geo-spatial rasters of building footprint area are useful for a variety of tasks, such as monitoring urbanization, improving energy efficiency, and trac

2 Jul 2026

Towards an automated AI-based framework for floor plan compliance checks for residential buildings

SafetyDGX agent

arXiv:2607.00015v1 Announce Type: cross Abstract: To improve residents' well-being in Australia's urban areas, governments have introduced policy reforms such as SEPP65, BADS, and SPP7.3 to enhance ap

1 Jul 2026

DSIP: A Dynamic Coordination Planner for Signal-Free Intersections using Diffusion-Model-Based Multi-Agent Motion Planning

AgentsDGX agent

arXiv:2606.30694v1 Announce Type: cross Abstract: Traffic signal control at urban intersections inherently introduces stop-and-go behavior, resulting in increased delays and reduced traffic efficiency

InfiniVerse: Occupancy Guided Unbounded Scene Generation for Autonomous Driving

SafetyDGX agent

arXiv:2606.31109v1 Announce Type: new Abstract: Generating realistic, controllable, and temporally coherent urban environments is a critical yet unresolved challenge in the autonomous driving communit

30 Jun 2026

When Stopping Fails: Rethinking Minimal Risk Conditions through Human-Interactive Autonomous Driving for Safe Transportation Systems

SafetyDGX agent

arXiv:2606.29115v1 Announce Type: cross Abstract: Autonomous vehicles (AVs) are increasingly deployed in urban environments, yet their safety frameworks remain primarily designed around collision avoi

25 Jun 2026

Auto-Labelling-Based Domain Transfer for 3D Object Detection on a Bicycle-Mounted LiDAR Platform

Model ReleasesDGX agent

arXiv:2606.25652v1 Announce Type: new Abstract: Reliable 3D perception of vulnerable road users (VRUs) such as cyclists and pedestrians is essential for their safety in urban traffic and a core requir

HiT-JEPA: A Hierarchical Self-supervised Trajectory Embedding Framework for Similarity Computation

Local AiDGX agent

arXiv:2507.00028v2 Announce Type: replace-cross Abstract: The representation of urban trajectory data plays a critical role in effectively analyzing spatial movement patterns. Despite considerable pro

23 Jun 2026

The First Assessment of PhiSat-2 Imagery for Monocular Building Height Estimation

ResearchDGX agent

arXiv:2603.29245v3 Announce Type: replace Abstract: Monocular building height estimation from optical imagery is important for characterizing urban vertical structure, yet remains challenging due to t

10 Jun 2026

Deep Generative Model for Human Mobility Behavior

ResearchDGX agent

arXiv:2510.06473v3 Announce Type: replace-cross Abstract: Understanding and modeling human mobility is central to challenges in transport planning, sustainable urban design, and public health. Despite

WHU-Infra3D: A Full-stack Multi-modal Dataset and Benchmark for 3D Roadside Infrastructure Inventory

Model ReleasesDGX agent

arXiv:2606.09882v1 Announce Type: new Abstract: The paradigm of digital twin cities is shifting from coarse visual mapping toward more precise and actionable digitization of urban assets. However, exi

2 Jun 2026

LLMSynthor: Macro-Aligned Micro-Records Synthesis with Large Language Models

ApplicationsDGX agent

arXiv:2505.14752v3 Announce Type: replace Abstract: Macro-aligned micro-records are crucial for credible simulations in social science and urban studies. For example, epidemic models are only reliable

SkyShield: Occupancy as a Safety Interface for Low-Altitude UAV Autonomy

Model ReleasesDGX agent

arXiv:2606.00747v1 Announce Type: cross Abstract: For low-altitude Unmanned Aerial Vehicle (UAV) autonomy, 3D spatial understanding is not merely a perception objective, but the safety interface betwe

27 May 2026

Joint 2D-3D Segmentation and Association in Street-level Imaging

TutorialsDGX agent

arXiv:2605.26725v1 Announce Type: new Abstract: Accurate interpretation of street-level imagery is essential for large-scale urban mapping and the creation of Spatial Digital Twin (SDT) environments.

20 May 2026

Dimensional Balance Improves Large Scale Spatiotemporal Prediction Performance

SafetyDGX agent

arXiv:2605.18793v1 Announce Type: cross Abstract: Accurate spatiotemporal pattern analysis is critical in fields such as urban traffic, meteorology, and public health monitoring. However, existing met

19 May 2026

ROVR-Open-Dataset: A Large-Scale Depth Dataset for Autonomous Driving

Model ReleasesDGX agent

arXiv:2508.13977v3 Announce Type: replace Abstract: Depth estimation is a fundamental component of spatial perception for autonomous driving and other unmanned systems operating in open urban environm

Time Series Foundation Models as Strong Baselines in Transportation Forecasting: A Large-Scale Benchmark Analysis

Model ReleasesDGX agent

arXiv:2602.24238v2 Announce Type: replace Abstract: Accurate forecasting of transportation dynamics is essential for urban mobility and infrastructure planning. Although recent work has achieved stron

12 May 2026

Balancing Efficiency and Fairness in Traffic Light Control through Deep Reinforcement Learning

SafetyDGX agent

arXiv:2605.10170v1 Announce Type: new Abstract: Urban traffic congestion presents a significant challenge for modern cities, which impacts mobility and sustainability. Traditional traffic light contro

Efficient Prompt Learning for Traffic Forecasting

ApplicationsDGX agent

arXiv:2605.08273v1 Announce Type: cross Abstract: Accurate traffic prediction is essential for optimizing transportation systems, enhancing resource allocation, and improving overall urban administrat

Safe Aerial 3D Path Planning for Autonomous UAVs using Magnetic Potential Fields

AgentsDGX agent

arXiv:2605.10880v1 Announce Type: new Abstract: Safe autonomous Uncrewed Aerial Vehicle (UAV) navigation in urban environments requires real-time path planning that avoids obstacles. MaxConvNet is a p

6 May 2026

NaviGNN: Multi-Agent Reinforcement Learning and Graph Neural Network for Sustainable Mobility in Futuristic Smart Cities

AgentsDGX agent

arXiv:2507.15143v3 Announce Type: replace Abstract: This paper investigates the feasibility of human mobility in extreme urban morphologies characterized by high-density vertical structures and linear

5 May 2026

Open-access model for detecting openly dumped dispersed municipal solid waste from crowdsourced UAV imagery in Sub-Saharan Africa

Local AiDGX agent

arXiv:2605.02316v1 Announce Type: new Abstract: Managing municipal solid waste in rapidly urbanizing Sub-Saharan Africa remains challenging due to dispersed informal dumping and limited high-resolutio

28 Apr 2026

U-ViLAR: Uncertainty-Aware Visual Localization for Autonomous Driving via Differentiable Association and Registration

Local AiDGX agent

arXiv:2507.04503v2 Announce Type: replace Abstract: Accurate localization using visual information is a critical yet challenging task, especially in urban environments where nearby buildings and const

27 Apr 2026

Towards Safe Mobility: A Unified Transportation Foundation Model enabled by Open-Ended Vision-Language Dataset

SafetyDGX agent

arXiv:2604.22260v1 Announce Type: cross Abstract: Urban transportation systems face growing safety challenges that require scalable intelligence for emerging smart mobility infrastructures. While rece

25 Apr 2026

There are so many AI ads in NYC

AgentsDGX agent

Jerry Liu observes the proliferation of AI-related advertisements throughout New York City, likely reflecting the rapid commercialization and mainstream adoption of AI technologies in urban markets. T

23 Apr 2026

Radar Odometry Subject to High Tilt Dynamics of Subarctic Environments

ResearchDGX agent

arXiv:2604.19962v1 Announce Type: new Abstract: Rotating FMCW radar odometry methods often assume flat ground conditions. While this assumption is sufficient in many scenarios, including urban environ

20 Apr 2026

Unveiling Stochasticity: Universal Multi-modal Probabilistic Modeling for Traffic Forecasting

ApplicationsDGX agent

arXiv:2604.16084v1 Announce Type: cross Abstract: Traffic forecasting is a challenging spatio-temporal modeling task and a critical component of urban transportation management. Current studies mainly

17 Apr 2026

SPAGBias: Uncovering and Tracing Structured Spatial Gender Bias in Large Language Models

SafetyDGX agent

arXiv:2604.14672v1 Announce Type: new Abstract: Large language models (LLMs) are being increasingly used in urban planning, but since gendered space theory highlights how gender hierarchies are embedd

16 Apr 2026

See&Say: Vision Language Guided Safe Zone Detection for Autonomous Package Delivery Drones

SafetyDGX agent

arXiv:2604.13292v1 Announce Type: new Abstract: Autonomous drone delivery systems are rapidly advancing, but ensuring safe and reliable package drop-offs remains highly challenging in cluttered urban

14 Apr 2026

LoNdOn iS sO DiRtY

ToolsDGX agent

This post, shared by Swyx on X (formerly Twitter) from user @thekitze, likely expresses a personal opinion or observation about the cleanliness and urban conditions of London. The content probably ref

13 Apr 2026

ActivityEditor: Learning to Synthesize Physically Valid Human Mobility

AgentsDGX agent

arXiv:2604.05529v2 Announce Type: replace Abstract: Human mobility modeling is indispensable for diverse urban applications. However, existing data-driven methods often suffer from data scarcity, limi

14 Oct 2026

Building age estimation based on widely available multi-source1 geospatial data

Model ReleasesDGX agent

arXiv:2610.16320v1 Announce Type: new Abstract: Building age is fundamental for urban infrastructure safety, operation, and planning, as it directly affects structural safety, and sustainable developm

Global Disaster Risk Assessment Using World Risk Index Data: A Geospatial and Visual Analytics Approach

ResearchDGX agent

arXiv:2610.15064v1 Announce Type: new Abstract: The world has seen several threats that include resource depletion, food security, poverty and inequality, difficulties associated with urbanization, mi

9 Oct 2026

CityDeploy-Bench: Benchmarking Physics-Grounded Spatial Set Planning for Multi-Transmitter Network Deployment

Model ReleasesDGX agent

arXiv:2610.11065v1 Announce Type: new Abstract: Automating city-scale wireless deployment remains challenging under complex urban propagation and network-wide interference. We introduce extbf{CityDepl

In-Ride Alcohol-Impairment Detection in E-Scooterists with False-Alarm Control

ResearchDGX agent

arXiv:2610.11783v1 Announce Type: new Abstract: Shared e-scooter services have become a widely adopted urban transport mode. While most users ride responsibly, alcohol intoxication stands out among th

Puffin: Probabilistic Learning of Spatial Detail From Coarse Observations

ResearchDGX agent

arXiv:2610.11914v1 Announce Type: new Abstract: High-resolution socioeconomic variables are important for applications such as urban planning, public health, disaster response, and resource allocation

8 Oct 2026

Autonomous Driving Research Requires a Community-Driven Data Paradigm

Model ReleasesDGX agent

arXiv:2610.08825v1 Announce Type: new Abstract: Autonomous driving has made remarkable progress, with recent AI advances enabling commercial deployments that are reshaping urban mobility. Yet the fiel

Controllable Crowd Generation through World-Model Planning

AgentsDGX agent

arXiv:2610.09438v1 Announce Type: new Abstract: Crowd simulation plays a central role in robot navigation, autonomous driving, and urban planning. For these applications, realistic simulation requires

HydroSphere: A Framework for Governed, Self-Healing Wastewater Infrastructure

SafetyDGX agent

arXiv:2610.08819v1 Announce Type: new Abstract: Rapid industrialization and urban growth are increasing pressure on water quality and wastewater treatment systems, while conventional treatment plants

Just for FUNS: LLM-Guided Spatio-Temporal Graph Node Generation for Forecasting Unobserved Node States

ResearchDGX agent

arXiv:2610.08818v1 Announce Type: cross Abstract: Spatio-temporal forecasting is a cornerstone of logistics, urban planning, and intelligent transportation systems. However, constrained by deployment

6 Oct 2026

Bayesian Data Augmentation for DNN Retraining with Binomial Outcomes in Vision-Based UAV Landing

ApplicationsDGX agent

arXiv:2610.05674v1 Announce Type: cross Abstract: In GPS-denied or cluttered urban environments, vision-based landing is essential for reliable UAV missions. Real-world landing sites are often unstruc

ReDiffNet: Differential RGB-Infrared Learning for Low-Light UAV Oriented Vehicle Detection

Local AiDGX agent

arXiv:2610.05074v1 Announce Type: new Abstract: Low-light UAV-based RGB-infrared oriented small-vehicle detection is important for nighttime traffic monitoring, emergency response, and urban inspectio

Synergizing Drone Delivery Order Pooling and Road Network Monitoring through Monitoring-Task Orderization

AgentsDGX agent

arXiv:2610.05270v1 Announce Type: cross Abstract: This paper investigates the real-time dispatch of a shared drone fleet for on-demand food delivery and urban road network monitoring. We consider a co

Vision Transformer Ensembles for Panoramic Street Segmentation

HardwareDGX agent

arXiv:2610.06063v1 Announce Type: new Abstract: Semantic segmentation of street panoramas can support detailed descriptions of urban environments, yet small datasets and unequal training costs make mo

5 Oct 2026

Physical AI Smart Spaces: A Large-Scale Benchmark for Multi-Camera 3D Perception in Smart Spaces

Model ReleasesDGX agent

arXiv:2610.02580v1 Announce Type: new Abstract: Physical AI Smart Spaces is, to the best of our knowledge, the first benchmark to simultaneously provide large-scale, multi-class, and multi-camera 3D p

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