Loic Matthey
9 papers · 2017–2024 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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πΊοΈ Taxonomy Completionist (21) π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
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Topic Evolution
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Keyword Pioneer
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Trend Setter
ποΈ
Keyword Collector
(51)
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Unstoppable Β· Bronze
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Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(7)
Core Methods
(6)
Learning Types Β· Machine Learning
(6)
Deep Learning
(5)
Models
(5)
Artificial Intelligence
(3)
Learning Paradigms
(2)
Learning Types Β· Deep Learning
(2)
Computer Vision
(1)
Reinforcement Learning
(1)
Analysis
(1)
Application Areas
(1)
Architectures
(1)
Core AI
(1)
Methods
(1)
Keywords
disentangled representation
(4)
representation learning
(3)
view synthesis
(2)
variational inference
(2)
unsupervised learning
(2)
variational autoencoder
(2)
variational approach
(1)
image reconstruction
(1)
model selection
(1)
knowledge transfer
(1)
self-supervised learning
(1)
instance segmentation
(1)
catastrophic forgetting
(1)
policy improvement
(1)
object segmentation
(1)
scene understanding
(1)
minimum description length
(1)
temporal abstraction
(1)
hyperparameter tuning
(1)
concept learning
(1)
Papers
Leveraging VLM-Based Pipelines to Annotate 3D Objects
ICML 2024
SODA: Bottleneck Diffusion Models for Representation Learning
CVPR 2024
Combining Behaviors with the Successor Features Keyboard
NeurIPS 2023
SIMONe: View-Invariant, Temporally-Abstracted Object Representations via Unsupervised Video Decomposition
NeurIPS 2021
Unsupervised Model Selection for Variational Disentangled Representation Learning
ICLR 2020
Multi-Object Representation Learning with Iterative Variational Inference
ICML 2019
Life-Long Disentangled Representation Learning with Cross-Domain Latent Homologies
NeurIPS 2018
SCAN: Learning Hierarchical Compositional Visual Concepts
ICLR 2018
DARLA: Improving Zero-Shot Transfer in Reinforcement Learning
ICML 2017