Hi, I'm Willi Menapace, Ph.D Student and passionate deep learning practitioner.
Here you can find some of the projects I am allowed to publish.
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University of Trento
- Trento
- www.willimenapace.com
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PlayableEnvironments
PlayableEnvironments PublicOfficial PyTorch implementation of "Playable Environments: Video Manipulation in Space and Time", CVPR 2022
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PlayableVideoGeneration
PlayableVideoGeneration PublicOfficial Pytorch implementation of "Playable Video Generation", CVPR 2022 (Oral)
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acids-clustering-domain-shift
acids-clustering-domain-shift PublicOfficial Pytorch implementation of ACIDS, ECCV 2020 "Learning to Cluster under Domain Shift"
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spark_new_york_traffic_analysis
spark_new_york_traffic_analysis PublicAn analysis of New York city's traffic performed on a Spark cluster using the ~300GB data publicated by the New York TLC Commission.
Python
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atari_reinforcement_learning
atari_reinforcement_learning PublicWe use the Rainbow DQN model to build agents that play Ms-Pacman, Atlantis and Demon Attack. We make modifications to the model that allow much faster convergence on Ms-Pacman with respect to Deepm…
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