Laurent Najman
5 papers · 2014–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Academic Marathon (10) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
ICML (2)
ICLR (1)
JMLR (1)
MIDL (1)
Top co-authors
Keywords
self-supervised learning
(2)
representation learning
(2)
superpixel segmentation
(1)
multi-class segmentation
(1)
convolutional network
(1)
latent space
(1)
downstream performance
(1)
temporal consistency
(1)
equivariant representation
(1)
invariant representation
(1)
hyperparameter selection
(1)
3d rotation
(1)
joint-embedding self-supervised learning
(1)
effective rank
(1)
joint-embedding ssl
(1)
rgb-d depth
(1)
semantic segmentation
(1)
Papers
Finite Volume Informed Graph Neural Network for Myocardial Perfusion Simulation
MIDL 2024
On the duality between contrastive and non-contrastive self-supervised learning
ICLR 2023
RankMe: Assessing the Downstream Performance of Pretrained Self-Supervised Representations by Their Rank
ICML 2023
Self-supervised learning of Split Invariant Equivariant representations
ICML 2023
Convolutional Nets and Watershed Cuts for Real-Time Semantic Labeling of RGBD Videos
JMLR 2014