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Competitive Collaboration

2019-07-18


Competitive Collaboration is a generic framework in which networks learn to collaborate and compete, thereby achieving specific goals. Competitive Collaboration is a three player game consisting of two players competing for a resource that is regulated by a third player, moderator. This framework is similar in spirit to expectation-maximization (EM) but is formulated for neural network training.

Author(s): Anurag Ranjan and Varun Jampani and Lukas Balles and Kihwan Kim and Deqing Sun and Jonas Wulff and Michael J. Black
Department(s): Perceiving Systems
Publication(s): Competitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation
Authors: Anurag Ranjan and Varun Jampani and Lukas Balles and Kihwan Kim and Deqing Sun and Jonas Wulff and Michael J. Black
Maintainers: Anurag Ranjan
Release Date: 2019-07-18
License: The MIT License (MIT)
Repository: https://github.com/anuragranj/cc