Papers Human Dynamics
“Human Dynamics” 태그가 달린 논문 52편 · 필터 해제
LLMs are Introvert
The exponential growth of social media and generative AI has transformed information dissemination, fostering connectivity but also accelerating the spread of misinformation. Understanding information propagation dynamic…
Human DynamicsMisinformationStance DetectionDTRT: Enhancing Human Intent Estimation and Role Allocation for Physical Human-Robot Collaboration
In physical Human-Robot Collaboration (pHRC), accurate human intent estimation and rational human-robot role allocation are crucial for safe and efficient assistance. Existing methods that rely on short-term motion data …
Human DynamicsProgressive Inertial Poser: Progressive Real-Time Kinematic Chain Estimation for 3D Full-Body Pose from Three IMU Sensors
The motion capture system that supports full-body virtual representation is of key significance for virtual reality. Compared to vision-based systems, full-body pose estimation from sparse tracking signals is not limited…
Human DynamicsPose EstimationHA-VLN: A Benchmark for Human-Aware Navigation in Discrete-Continuous Environments with Dynamic Multi-Human Interactions, Real-World Validation, and an Open Leaderboard
Vision-and-Language Navigation (VLN) systems often focus on either discrete (panoramic) or continuous (free-motion) paradigms alone, overlooking the complexities of human-populated, dynamic environments. We introduce a u…
BenchmarkingHuman DynamicsVision and Language NavigationA Survey on Human Interaction Motion Generation
Humans inhabit a world defined by interactions -- with other humans, objects, and environments. These interactive movements not only convey our relationships with our surroundings but also demonstrate how we perceive and…
Human DynamicsMotion GenerationSurveyA model for the dynamics of COVID-19 infection transmission in human with latent delay
In this research, we have derived a mathematical model for within human dynamics of COVID-19 infection using delay differential equations. The new model considers a 'latent period' and 'the time for immune response' as d…
Human DynamicsUnityHomogeneous Dynamics Space for Heterogeneous Humans
Analyses of human motion kinematics have achieved tremendous advances. However, the production mechanism, known as human dynamics, is still undercovered. In this paper, we aim to push data-driven human dynamics understan…
Human DynamicsST-MoE-BERT: A Spatial-Temporal Mixture-of-Experts Framework for Long-Term Cross-City Mobility Prediction
Predicting human mobility across multiple cities presents significant challenges due to the complex and diverse spatial-temporal dynamics inherent in different urban environments. In this study, we propose a robust appro…
ClassificationHuman DynamicsMixture-of-ExpertsPrediction+2Wireless Human-Machine Collaboration in Industry 5.0
Wireless Human-Machine Collaboration (WHMC) represents a critical advancement for Industry 5.0, enabling seamless interaction between humans and machines across geographically distributed systems. As the WHMC systems bec…
Human DynamicsMoManifold: Learning to Measure 3D Human Motion via Decoupled Joint Acceleration Manifolds
Incorporating temporal information effectively is important for accurate 3D human motion estimation and generation which have wide applications from human-computer interaction to AR/VR. In this paper, we present MoManifo…
DenoisingHuman DynamicsMotion Estimationmotion in-betweeningIntegrating Features for Recognizing Human Activities through Optimized Parameters in Graph Convolutional Networks and Transformer Architectures
Human activity recognition is a major field of study that employs computer vision, machine vision, and deep learning techniques to categorize human actions. The field of deep learning has made significant progress, with …
Activity RecognitionDeep LearningHuman Activity RecognitionHuman Dynamics"My Kind of Woman": Analysing Gender Stereotypes in AI through The Averageness Theory and EU Law
This study delves into gender classification systems, shedding light on the interaction between social stereotypes and algorithmic determinations. Drawing on the "averageness theory," which suggests a relationship betwee…
FairnessGender ClassificationHuman DynamicsCityBench: Evaluating the Capabilities of Large Language Models for Urban Tasks
Recently, large language models (LLMs) with extensive general knowledge and powerful reasoning abilities have seen rapid development and widespread application. A systematic and reliable evaluation of LLMs or vision-lang…
General KnowledgeHuman DynamicsLanguage ModellingLarge Language ModelMultiPly: Reconstruction of Multiple People from Monocular Video in the Wild
We present MultiPly, a novel framework to reconstruct multiple people in 3D from monocular in-the-wild videos. Reconstructing multiple individuals moving and interacting naturally from monocular in-the-wild videos poses …
DisentanglementHuman DynamicsInstance SegmentationSegmentation+1Paths of A Million People: Extracting Life Trajectories from Wikipedia
The life trajectories of notable people have been studied to pinpoint the times and places of significant events such as birth, death, education, marriage, competition, work, speeches, scientific discoveries, artistic ac…
Contrastive LearningHuman DynamicsAddBiomechanics Dataset: Capturing the Physics of Human Motion at Scale
While reconstructing human poses in 3D from inexpensive sensors has advanced significantly in recent years, quantifying the dynamics of human motion, including the muscle-generated joint torques and external forces, rema…
Human DynamicsPhysPT: Physics-aware Pretrained Transformer for Estimating Human Dynamics from Monocular Videos
While current methods have shown promising progress on estimating 3D human motion from monocular videos, their motion estimates are often physically unrealistic because they mainly consider kinematics. In this paper, we …
Action RecognitionDecoderHuman DynamicsTemporal Action LocalizationTexVocab: Texture Vocabulary-conditioned Human Avatars
To adequately utilize the available image evidence in multi-view video-based avatar modeling, we propose TexVocab, a novel avatar representation that constructs a texture vocabulary and associates body poses with texture…
Human DynamicsSingularTrajectory: Universal Trajectory Predictor Using Diffusion Model
There are five types of trajectory prediction tasks: deterministic, stochastic, domain adaptation, momentary observation, and few-shot. These associated tasks are defined by various factors, such as the length of input p…
DenoisingDomain AdaptationHuman Dynamicsmodel+1Dynamic Spatial-Temporal Aggregation for Skeleton-Aware Sign Language Recognition
Skeleton-aware sign language recognition (SLR) has gained popularity due to its ability to remain unaffected by background information and its lower computational requirements. Current methods utilize spatial graph modul…
Human DynamicsSign Language Recognition