Ilan Naiman
7 papers · 2023–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (15) π Conference Polyglot (5) πΊοΈ Taxonomy Completionist (10)
π
Grand Slam
π
Triple Crown
Conferences
ICLR (2)
ICML (2)
AAAI (1)
ICCV (1)
NIPS (1)
Top co-authors
Keywords
self-supervised learning
(2)
contrastive learning
(1)
variational inference
(1)
sentiment analysis
(1)
video understanding
(1)
neural network analysis
(1)
eigenvalue decomposition
(1)
semantic information
(1)
latent space
(1)
masked autoencoder
(1)
video representation
(1)
koopman operator
(1)
sequence neural network
(1)
long video
(1)
video pre-training
(1)
sequential disentanglement
(1)
representation learning
(1)
contrastive estimation
(1)
Papers
LV-MAE: Learning Long Video Representations through Masked-Embedding Autoencoders
ICCV 2025
Generative Modeling of Regular and Irregular Time Series Data via Koopman VAEs
ICLR 2024
Sequential Disentanglement by Extracting Static Information From A Single Sequence Element
ICML 2024
Utilizing Image Transforms and Diffusion Models for Generative Modeling of Short and Long Time Series
NIPS 2024
Multifactor Sequential Disentanglement via Structured Koopman Autoencoders
ICLR 2023
An Operator Theoretic Approach for Analyzing Sequence Neural Networks
AAAI 2023
Sample and Predict Your Latent: Modality-free Sequential Disentanglement via Contrastive Estimation
ICML 2023