Benedikt Alkin
4 papers · 2024–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🗺️
Taxonomy Completionist
(11)
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
ICLR (2)
AAAI (1)
NIPS (1)
Top co-authors
Keywords
transformer architecture
(1)
representation learning
(1)
contrastive learning
(1)
vision transformer
(1)
unsupervised clustering
(1)
latent space
(1)
fluid dynamics
(1)
linear probing
(1)
masked autoencoder
(1)
neural operator
(1)
physics simulation
(1)
instance discrimination
(1)
spatio-temporal dynamics
(1)
eulerian simulation
(1)
nearest neighbor contrastive learning
(1)
physics surrogate model
(1)
universal physics transformer
(1)
spatio-temporal problem
(1)
lagrangian simulation
(1)
Papers
MIM-Refiner: A Contrastive Learning Boost from Intermediate Pre-Trained Masked Image Modeling Representations
ICLR 2025
Vision-LSTM: xLSTM as Generic Vision Backbone
ICLR 2025
Universal Physics Transformers: A Framework For Efficiently Scaling Neural Operators
NIPS 2024
Contrastive Tuning: A Little Help to Make Masked Autoencoders Forget
AAAI 2024