AutoOptimization
Research areas
Adaptive XR
Context-aware mixed reality systems that adapt interfaces, environments, and behavior to users and situations.
Preference-guided UI Adaptation
Efficient Visual Appearance Optimization
SituationAdapt
InteractionAdapt
Cross-Device Shortcuts
ViGather
Reality Rifts
InfinitePaint
Asynchronous Reality
The Chaotic Behavior of Redirection
SoundsRide
AirConstellations
TransforMR
SurfaceFleet
DreamWalker
Mise-Unseen
RealityCheck
SeeingVR
VRoamer
Sparse Haptic Proxy
Imaginary Reality Gaming
Imaginary Devices
Egocentric perception
Perception from body-worn and first-person sensors for understanding pose, action, and interaction.
Ultra Diffusion Poser
Frequency-Weighted Neural Kalman Filters
egoEMOTION
Group Inertial Poser
egoPPG
Garment Inertial Poser
EgoPressure
EgoSim
TouchInsight
MANIKIN
EgoPoser
Ultra Inertial Poser
Structured Light Speckle
HOOV
AvatarPoser
Gaze comes in handy
CoolMoves
Privacy-Preserving Ego-Motion Estimation
Imaginary Phone
Input decoding & devices
Sensing hardware, haptics, physical computing, and interaction techniques for expressive input and output.
Relative Position Tracking on Moving Nodes without Anchors
HistoLab VR
HandyCast
DeltaPen
TouchPose
CapContact
TapID
Flashpen
Haptic PIVOT
Omni
Tilt-Responsive Techniques for Digital Drawing Boards
Virtual Reality Without Vision
GazeConduits
CapstanCrunch
Cross-Device Taxonomy
Sensing Posture-Aware Pen+Touch Interaction on Tablets
TORC
Project Zanzibar
Haptic Revolver
CLAW
Enabling People with Visual Impairments to Navigate Virtual Reality
Haptic Links
SurfaceConstellations
PolarTrack
Finding Common Ground
NormalTouch and TextureTouch
DuoSkin
On-Demand Biometrics
Pre-Touch Sensing for Mobile Interaction
Tracko
Biometric Touch Sensing
Second Screen
Bodyprint
Fiberio
GravitySpace
Bootstrapper
Implanted User Interfaces
Data Miming
Multitoe
The Generalized Perceived Input Point Model
Relaxed Selection Techniques
User modeling
Models of human behavior, preference, ability, and performance used to personalize and optimize interfaces.
Preference-Guided Prompt Optimization
Cybersickness Detection Beyond Subjectivity
Continual Human-in-the-Loop Optimization
Redefining Affordance
MARLUI
Synchronous vs. Asynchronous Reality
Controllers or Bare Hands?
ComforTable User Interfaces
Demographic & Behavioral Correlates of Cybersickness
TapType
Understanding Multi-Device Usage Patterns
Understanding Touch
Digital biomarkers
Mobile and wearable sensing methods for measuring health, sleep, fatigue, physiology, and affective state.
Heart Rate Variability Estimation
Loss of Pulse Detection
Beyond the hours slept
Learning Heart Rate Patterns
Nightbeat
WildPPG
Respiro
SympCam
Emotion Recognition for Chatbots
Tri-Spectral PPG
Multi-Site Photoplethysmography
Unsupervised Sleep Quality Estimation
Predicting Perceived Sleep Quality
Chatbots With Attitude
Detecting Users' Emotional States
GPT-3's Personality Dimensions
Modeling Multiple Sclerosis
Biomarkers for daily fatigue
Video-based Sympathetic Arousal
BeliefPPG
Personality Trait Recognition in the Wild
SSVEP Visual Stimuations vs. User-Friendliness in Virtual Reality
Physiological Responses to Fear, Frustration, and Insight
Cognitive Fatigability Assessment Test
Autonomic dysfunction in Multiple Sclerosis
Affective State Prediction
Virtual reality reduces COVID‑19 vaccine hesitancy
A self-administered virtual reality intervention increases COVID-19 vaccination intention
Predicting Fatigue from Fatigability
The Effect of Vibratory Stimuli
Assessing Fatigability in Multiple Sclerosis Patients
Naptics
Smartphone Pulse Oximetry
Glabella
DualBlink
Sensor ML
Machine learning methods for robust inference from sensor signals, time series, and multimodal observations.
Contimask
Learning Without Augmenting
Shifting the Paradigm
Quasi-periodic Data Augmentation
