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07/06/2023
PSDR-Room: Single Photo to Scene using Differentiable Rendering
A 3D digital scene contains many components: lights, materials and geome...
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10/18/2022
CEIP: Combining Explicit and Implicit Priors for Reinforcement Learning with Demonstrations
Although reinforcement learning has found widespread use in dense reward...
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05/02/2022
Physics-Based Inverse Rendering using Combined Implicit and Explicit Geometries
Mathematically representing the shape of an object is a key ingredient f...
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04/28/2022
Improving the estimation of directional area scattering factor (DASF) from canopy reflectance: theoretical basis and validation
Directional area scattering factor (DASF) is a critical canopy structura...
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11/22/2021
A Surrogate Objective Framework for Prediction+Optimization with Soft Constraints
Prediction+optimization is a common real-world paradigm where we have to...
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08/14/2021
A Microscopic Pandemic Simulator for Pandemic Prediction Using Scalable Million-Agent Reinforcement Learning
Microscopic epidemic models are powerful tools for government policy mak...
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10/07/2020
DML-GANR: Deep Metric Learning With Generative Adversarial Network Regularization for High Spatial Resolution Remote Sensing Image Retrieval
With a small number of labeled samples for training, it can save conside...
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01/17/2020