Emilien Dupont
11 papers · 2018–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (4) π Academic Marathon (7) π Cross-Pollinator (13)
πΊοΈ
Taxonomy Completionist
(23)
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Interdisciplinary Bridge
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Conference Polyglot
(4)
π§¬
Topic Evolution
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Century Club
(11)
ποΈ
Keyword Collector
(59)
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Trend Setter
π₯
Unstoppable
(8)
Conferences
NIPS (4)
ICML (3)
AISTATS (2)
CVPR (2)
Top co-authors
Keywords
neural ordinary differential equation
(2)
image compression
(2)
neural network
(2)
representation learning
(2)
generative model
(2)
model fitting
(1)
neural rendering
(1)
probabilistic modeling
(1)
neural compression
(1)
probabilistic model
(1)
image generation
(1)
scene representation
(1)
deep learning
(1)
time series
(1)
implicit neural representation
(1)
adversarial training
(1)
stochastic process
(1)
markov chain
(1)
image reconstruction
(1)
3d reconstruction
(1)
Papers
Good, Cheap, and Fast: Overfitted Image Compression with Wasserstein Distortion
CVPR 2025
C3: High-Performance and Low-Complexity Neural Compression from a Single Image or Video
CVPR 2024
Deep Stochastic Processes via Functional Markov Transition Operators
NIPS 2023
From data to functa: Your data point is a function and you can treat it like one
ICML 2022
Generative Models as Distributions of Functions
AISTATS 2022
LieTransformer: Equivariant Self-Attention for Lie Groups
ICML 2021
STEER : Simple Temporal Regularization For Neural ODE
NIPS 2020
Equivariant Neural Rendering
ICML 2020
Augmented Neural ODEs
NIPS 2019
Probabilistic Semantic Inpainting with Pixel Constrained CNNs
AISTATS 2019
Learning Disentangled Joint Continuous and Discrete Representations
NIPS 2018