Constantin Eichenberg
5 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(12)
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Hot Topic Early Bird
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Keyword Pioneer
Venues
Top co-authors
Research topics
Keywords
multimodal learning
(2)
transfer learning
(1)
in-context learning
(1)
neural network optimization
(1)
model fusion
(1)
model pruning
(1)
language model
(1)
pre-trained model
(1)
vision-language model
(1)
low-precision training
(1)
text-to-image diffusion model
(1)
word embedding
(1)
hyperparameter scaling
(1)
hierarchical transformer
(1)
attention pruning
(1)
adapter-based fine-tuning
(1)
generative language model
(1)
unit scaling
(1)
character-level encoding
(1)
multilingual input
(1)
Papers
Hierarchical Autoregressive Transformers: Combining Byte- and Word-Level Processing for Robust, Adaptable Language Models
ICLR 2025
u-μP: The Unit-Scaled Maximal Update Parametrization
ICLR 2025
Divergent Token Metrics: Measuring degradation to prune away LLM components – and optimize quantization
NAACL 2024
MultiFusion: Fusing Pre-Trained Models for Multi-Lingual, Multi-Modal Image Generation
NeurIPS 2023
MAGMA – Multimodal Augmentation of Generative Models through Adapter-based Finetuning
EMNLP 2022