lightbulbPractical problemModel Steering, Latent Space Editing, and Knowledge Injection
Users with epilepsy may face health threats from dynamic visual elements in mobile apps.Direction: General AI Systems and Interaction Design
Model Steering, Latent Space Editing, and Knowledge Injection
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2025
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15 items
lightbulbPractical problemModel Steering, Latent Space Editing, and Knowledge Injection
Designers struggle to precisely control semantic attributes in text-to-image generation.lightbulbPractical problemModel Steering, Latent Space Editing, and Knowledge Injection
Non-expert users struggle to understand and improve deep learning models with existing methods.lightbulbPractical problemModel Steering, Latent Space Editing, and Knowledge Injection
Users struggle to quickly find diverse images matching vague needs in exploratory image search.lightbulbPractical problemModel Steering, Latent Space Editing, and Knowledge Injection
In autonomous driving, low-visibility environments reduce accuracy of existing 3D detection methods.UbiComp '243D Bounding Box Estimation Based on COTS mmWave Radar via Moving Scanning
lightbulbPractical problemModel Steering, Latent Space Editing, and Knowledge Injection
Intelligent applications on mobile devices struggle to guarantee performance under low-resource conditions.lightbulbPractical problemModel Steering, Latent Space Editing, and Knowledge Injection
Designers struggle to optimize scatterplots to accurately convey data correlation.lightbulbPractical problemModel Steering, Latent Space Editing, and Knowledge Injection
When lacking inspiration, beginners struggle to design diverse and visually appealing layouts.lightbulbPractical problemModel Steering, Latent Space Editing, and Knowledge Injection
Existing indoor positioning technologies struggle to achieve high-precision 3D positioning in complex environments.UbiComp '21Three-Dimensional Indoor Visible Light Localization: A Learning-Based Approach
lightbulbPractical problemModel Steering, Latent Space Editing, and Knowledge Injection
Edge devices have limited resources, making complex AI model training difficult; cloud training has privacy and latency issues.UbiComp '21Context-Aware Compilation of DNN Training Pipelines across Edge and Cloud
lightbulbPractical problemModel Steering, Latent Space Editing, and Knowledge Injection
In underwater communication, channel estimation accuracy is low under low SNR or insufficient pilots, affecting communication efficiency.UbiComp '21Deep Learning Based Underwater Acoustic Channel Estimation Exploiting Physical Knowledge on Channel Sparsity
lightbulbPractical problemModel Steering, Latent Space Editing, and Knowledge Injection
Edge devices struggle to efficiently run deep learning models when device resources change dynamically.UbiComp '21Context-aware Adaptive Surgery: A Fast and Effective Framework for Adaptive Model Partition
lightbulbPractical problemModel Steering, Latent Space Editing, and Knowledge Injection
Traditional ECG requires contact electrodes, causing skin discomfort with long-term use.UbiComp '21CardiacWave: A mmWave-based Scheme of Non-Contact and High-Definition Heart Activity Computing
lightbulbPractical problemModel Steering, Latent Space Editing, and Knowledge Injection
GPS data affected by noise and missing values makes precise user activity identification difficult.UbiComp '21Classical machine learning and deep neural network ensemble model for GPS-based activity recognition
lightbulbPractical problemModel Steering, Latent Space Editing, and Knowledge Injection
Drivers easily react too late or perform poorly when taking over control from autonomous vehicles.Related papers
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