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08/07/2023
Explicifying Neural Implicit Fields for Efficient Dynamic Human Avatar Modeling via a Neural Explicit Surface
This paper proposes a technique for efficiently modeling dynamic humans ...
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07/10/2023
Policy Finetuning in Reinforcement Learning via Design of Experiments using Offline Data
In some applications of reinforcement learning, a dataset of pre-collect...
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06/16/2023
Trained Transformers Learn Linear Models In-Context
Attention-based neural networks such as transformers have demonstrated a...
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07/19/2022
NDF: Neural Deformable Fields for Dynamic Human Modelling
We propose Neural Deformable Fields (NDF), a new representation for dyna...
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02/10/2022
Off-Policy Fitted Q-Evaluation with Differentiable Function Approximators: Z-Estimation and Inference Theory
Off-Policy Evaluation (OPE) serves as one of the cornerstones in Reinfor...
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01/31/2022