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05/21/2023
Layer Collaboration in the Forward-Forward Algorithm
Backpropagation, which uses the chain rule, is the de-facto standard alg...
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07/25/2022
Transplantation of Conversational Speaking Style with Interjections in Sequence-to-Sequence Speech Synthesis
Sequence-to-Sequence Text-to-Speech architectures that directly generate...
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12/09/2021
Latent Space Explanation by Intervention
The success of deep neural nets heavily relies on their ability to encod...
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11/11/2021
Learning Generalized Gumbel-max Causal Mechanisms
To perform counterfactual reasoning in Structural Causal Models (SCMs), ...
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06/14/2019
Direct Policy Gradients: Direct Optimization of Policies in Discrete Action Spaces
Direct optimization is an appealing approach to differentiating through ...
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06/07/2018