Alex M Lamb
6 papers · 2016–2022 · 1 conference · across top CS/AI conferences
Achievements
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Conferences
NIPS (6)
Top co-authors
Keywords
representation learning
(2)
recurrent neural network
(2)
adversarial learning
(1)
semi-supervised learning
(1)
image generation
(1)
robotic manipulation
(1)
language modeling
(1)
adversarial domain adaptation
(1)
vector quantization
(1)
gibbs sampling
(1)
sequence learning
(1)
latent variable model
(1)
graphical model
(1)
compositional representation
(1)
goal-conditioned reinforcement learning
(1)
systematic generalization
(1)
deep generative model
(1)
modular architecture
(1)
temporal compression
(1)
teacher forcing
(1)
Papers
Discrete Compositional Representations as an Abstraction for Goal Conditioned Reinforcement Learning
NIPS 2022
Temporal Latent Bottleneck: Synthesis of Fast and Slow Processing Mechanisms in Sequence Learning
NIPS 2022
Discrete-Valued Neural Communication
NIPS 2021
On Adversarial Mixup Resynthesis
NIPS 2019
GibbsNet: Iterative Adversarial Inference for Deep Graphical Models
NIPS 2017
Professor Forcing: A New Algorithm for Training Recurrent Networks
NIPS 2016