Loic Matthey
9 papers · 2017–2024 · 4 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🏃 Academic Marathon (7)
🌈
Renaissance Researcher
(5)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌱
Topic Pioneer
🧬
Topic Evolution
📈
Trend Setter
🚀
Conference Pioneer
🔥
Unstoppable
(5)
Conferences
ICML (3)
NIPS (3)
ICLR (2)
CVPR (1)
Top co-authors
Keywords
disentangled representation
(3)
representation learning
(2)
variational inference
(2)
view synthesis
(2)
scene understanding
(1)
self-supervised learning
(1)
knowledge transfer
(1)
image reconstruction
(1)
instance segmentation
(1)
variational approach
(1)
policy improvement
(1)
minimum description length
(1)
object segmentation
(1)
temporal abstraction
(1)
diffusion model
(1)
variational autoencoder
(1)
latent space
(1)
novel view synthesis
(1)
successor feature
(1)
zero-shot transfer
(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
NIPS 2023
SIMONe: View-Invariant, Temporally-Abstracted Object Representations via Unsupervised Video Decomposition
NIPS 2021
Unsupervised Model Selection for Variational Disentangled Representation Learning
ICLR 2020
Multi-Object Representation Learning with Iterative Variational Inference
ICML 2019
SCAN: Learning Hierarchical Compositional Visual Concepts
ICLR 2018
Life-Long Disentangled Representation Learning with Cross-Domain Latent Homologies
NIPS 2018
DARLA: Improving Zero-Shot Transfer in Reinforcement Learning
ICML 2017