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01/23/2023
A Tale of Two Latent Flows: Learning Latent Space Normalizing Flow with Short-run Langevin Flow for Approximate Inference
We study a normalizing flow in the latent space of a top-down generator ...
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05/06/2022
Sound2Synth: Interpreting Sound via FM Synthesizer Parameters Estimation
Synthesizer is a type of electronic musical instrument that is now widel...
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04/18/2022
MHSCNet: A Multimodal Hierarchical Shot-aware Convolutional Network for Video Summarization
Video summarization intends to produce a concise video summary by effect...
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04/02/2020
Generative PointNet: Energy-Based Learning on Unordered Point Sets for 3D Generation, Reconstruction and Classification
We propose a generative model of unordered point sets, such as point clo...
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04/10/2019
Learning Trajectory Prediction with Continuous Inverse Optimal Control via Langevin Sampling of Energy-Based Models
Autonomous driving is a challenging multiagent domain which requires opt...
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04/09/2019