Anirudh Goyal ALIAS PARTH GOYAL
8 papers · 2016–2021 · 1 venue · across top CS/AI venues
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Achievements
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🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (19) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer
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Trend Setter
Venues
Top co-authors
Research topics
Keywords
recurrent neural network
(3)
image generation
(2)
language modeling
(2)
variational inference
(2)
conditional generation
(1)
adversarial domain adaptation
(1)
vector quantization
(1)
stochastic process
(1)
generative model
(1)
latent variable model
(1)
variational autoencoder
(1)
generative adversarial network
(1)
credit assignment
(1)
backpropagation through time
(1)
systematic generalization
(1)
production system
(1)
vanishing gradient
(1)
future state prediction
(1)
long-term dependency
(1)
gradient propagation
(1)
Papers
Discrete-Valued Neural Communication
NeurIPS 2021
Neural Production Systems
NeurIPS 2021
Top-k Training of GANs: Improving GAN Performance by Throwing Away Bad Samples
NeurIPS 2020
Untangling tradeoffs between recurrence and self-attention in artificial neural networks
NeurIPS 2020
Sparse Attentive Backtracking: Temporal Credit Assignment Through Reminding
NeurIPS 2018
Variational Walkback: Learning a Transition Operator as a Stochastic Recurrent Net
NeurIPS 2017
Z-Forcing: Training Stochastic Recurrent Networks
NeurIPS 2017
Professor Forcing: A New Algorithm for Training Recurrent Networks
NeurIPS 2016