Demi Guo
5 papers · 2018–2021 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Deep Learning
(4)
Artificial Intelligence
(3)
Core AI
(3)
Machine Learning
(2)
Learning Types
(2)
Models
(2)
Natural Language Processing
(1)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Core Methods
(1)
Generation
(1)
Learning Paradigms
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
neural network
(2)
neural network pruning
(1)
sparse learning
(1)
machine translation
(1)
data augmentation
(1)
neural machine translation
(1)
semantic parsing
(1)
parameter-efficient transfer learning
(1)
compositional generalization
(1)
generative model
(1)
autoregressive model
(1)
pre-trained language model
(1)
amortized variational inference
(1)
sequence-to-sequence model
(1)
compositional behavior
(1)
neural attention
(1)
variational attention
(1)
transformer model
(1)
mixed sample data augmentation
(1)
sequential generation
(1)
Papers
Parameter-Efficient Transfer Learning with Diff Pruning
ACL 2021
PointContrast: Unsupervised Pre-training for 3D Point Cloud Understanding
ECCV 2020
Sequence-Level Mixed Sample Data Augmentation
EMNLP 2020
Order-Aware Generative Modeling Using the 3D-Craft Dataset
ICCV 2019
Latent Alignment and Variational Attention
NeurIPS 2018