Fabian Falck
8 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (4) π§ Keyword Pioneer π£ Hot Topic Early Bird π Renaissance Researcher (5)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(13)
π₯
Unstoppable
(5)
β
The Questioner
Conferences
ICML (3)
NIPS (3)
ACL (1)
AISTATS (1)
Top co-authors
Keywords
u-net architecture
(2)
causal inference
(1)
image segmentation
(1)
transfer learning
(1)
medical imaging
(1)
multimodal learning
(1)
wavelet transform
(1)
diffusion process
(1)
wavelet basis
(1)
diffusion model
(1)
latent variable
(1)
disentangled representation
(1)
high-dimensional datum
(1)
partial differential equation
(1)
propensity score
(1)
variational autoencoder
(1)
multi-resolution analysis
(1)
radiology report generation
(1)
covariate balance
(1)
image encoder
(1)
Papers
Implicit Language Models are RNNs: Balancing Parallelization and Expressivity
ICML 2025
RE-IMAGINE: Symbolic Benchmark Synthesis for Reasoning Evaluation
ICML 2025
Is In-Context Learning in Large Language Models Bayesian? A Martingale Perspective
ICML 2024
MAIRA at RRG24: A specialised large multimodal model for radiology report generation
ACL 2024
A Unified Framework for U-Net Design and Analysis
NIPS 2023
Neural score matching for high-dimensional causal inference
AISTATS 2022
A Multi-Resolution Framework for U-Nets with Applications to Hierarchical VAEs
NIPS 2022
Multi-Facet Clustering Variational Autoencoders
NIPS 2021