Guy Lorberbom
6 papers · 2019–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(17)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(5)
Deep Learning
(4)
Artificial Intelligence
(3)
Core AI
(3)
Learning Types · Machine Learning
(3)
Optimization & Theory
(3)
Knowledge & Reasoning
(2)
Models
(2)
Reasoning
(2)
Reinforcement Learning
(1)
Speech & Audio
(1)
Architectures
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Synthesis
(1)
Keywords
variational autoencoder
(2)
data augmentation
(1)
voice conversion
(1)
neural network optimization
(1)
variance reduction
(1)
direct loss minimization
(1)
latent space
(1)
causal mechanism
(1)
treatment effect estimation
(1)
counterfactual reasoning
(1)
structural causal model
(1)
discrete latent variable
(1)
causal intervention
(1)
treatment effect
(1)
concept discovery
(1)
layer collaboration
(1)
text-to-speech synthesis
(1)
information flow
(1)
gumbel-max trick
(1)
sequence-to-sequence model
(1)
Papers
Layer Collaboration in the Forward-Forward Algorithm
AAAI 2024
Latent Space Explanation by Intervention
AAAI 2022
Transplantation of Conversational Speaking Style with Interjections in Sequence-to-Sequence Speech Synthesis
Interspeech 2022
Learning Generalized Gumbel-max Causal Mechanisms
NeurIPS 2021
Direct Policy Gradients: Direct Optimization of Policies in Discrete Action Spaces
NeurIPS 2020
Direct Optimization through $\arg \max$ for Discrete Variational Auto-Encoder
NeurIPS 2019