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09/20/2023
NeighViz: Towards Better Understanding of Neighborhood Effects on Social Groups with Spatial Data
Understanding how local environments influence individual behaviors, suc...
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09/04/2023
Leveraging Reward Consistency for Interpretable Feature Discovery in Reinforcement Learning
The black-box nature of deep reinforcement learning (RL) hinders them fr...
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09/04/2023
Hundreds Guide Millions: Adaptive Offline Reinforcement Learning with Expert Guidance
Offline reinforcement learning (RL) optimizes the policy on a previously...
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06/06/2023
Boosting Offline Reinforcement Learning with Action Preference Query
Training practical agents usually involve offline and online reinforceme...
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03/06/2023
iBall: Augmenting Basketball Videos with Gaze-moderated Embedded Visualizations
We present iBall, a basketball video-watching system that leverages gaze...
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10/12/2022
Efficient Knowledge Distillation from Model Checkpoints
Knowledge distillation is an effective approach to learn compact models ...
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09/07/2022
Sporthesia: Augmenting Sports Videos Using Natural Language
Augmented sports videos, which combine visualizations and video effects ...
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09/03/2021