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06/03/2023
Exploring the Optimal Choice for Generative Processes in Diffusion Models: Ordinary vs Stochastic Differential Equations
The diffusion model has shown remarkable success in computer vision, but...
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08/22/2022
Mission Apollo: Landing Optical Circuit Switching at Datacenter Scale
In this paper, we describe Apollo, to the best of our knowledge, the wor...
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11/19/2021
Learn Quasi-stationary Distributions of Finite State Markov Chain
We propose a reinforcement learning (RL) approach to compute the express...
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09/22/2020
Deep Reinforcement Learning for On-line Dialogue State Tracking
Dialogue state tracking (DST) is a crucial module in dialogue management...
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06/10/2020
Machine Learning and Control Theory
We survey in this article the connections between Machine Learning and C...
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04/13/2020
