Piero Molino
6 papers · 2018–2020 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (22) 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (5)
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Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Deep Learning
(4)
Core AI · Artificial Intelligence
(4)
Natural Language Processing
(3)
Core Methods
(3)
Generation
(3)
Architectures
(2)
Learning Types
(2)
Computer Science
(1)
Computer Vision
(1)
Reinforcement Learning
(1)
Applications · Reinforcement Learning
(1)
Applications · Computer Science
(1)
Core AI · Computer Vision
(1)
Keywords
controllable text generation
(2)
dimensionality reduction
(1)
reinforcement learning
(1)
image generation
(1)
imitation learning
(1)
object detection
(1)
semantic analysis
(1)
policy learning
(1)
task-oriented dialogue
(1)
language understanding
(1)
convolutional neural network
(1)
spatial representation
(1)
recurrent neural network
(1)
latent space
(1)
exploration strategy
(1)
language generation
(1)
semantic subspace
(1)
diverse generation
(1)
policy model
(1)
word embedding
(1)
Papers
Controllable Text Generation with Focused Variation
EMNLP 2020
Exploration Based Language Learning for Text-Based Games
IJCAI 2020
Plug and Play Language Models: A Simple Approach to Controlled Text Generation
ICLR 2020
Modeling Multi-Action Policy for Task-Oriented Dialogues
EMNLP 2019
Parallax: Visualizing and Understanding the Semantics of Embedding Spaces via Algebraic Formulae
ACL 2019
An intriguing failing of convolutional neural networks and the CoordConv solution
NeurIPS 2018