Samuel Weinbach
7 papers · 2022–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (5) π§ Keyword Pioneer π£ Hot Topic Early Bird π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(15)
π₯
Mega-Team
(21)
β
The Questioner
Conferences
EMNLP (2)
NIPS (2)
ACL (1)
ICLR (1)
NAACL (1)
Top co-authors
Keywords
large language model
(3)
multimodal learning
(2)
transfer learning
(1)
sparse representation
(1)
attention mechanism
(1)
in-context learning
(1)
cross-lingual transfer
(1)
computational efficiency
(1)
model fusion
(1)
vision-language model
(1)
model weight
(1)
pretrained model
(1)
dense model
(1)
text-to-image diffusion model
(1)
parameter reduction
(1)
cross-lingual transfer learning
(1)
model explainability
(1)
autoregressive language model
(1)
generative language model
(1)
open-source model
(1)
Papers
u-$\mu$P: The Unit-Scaled Maximal Update Parametrization
ICLR 2025
Tokenizer Choice For LLM Training: Negligible or Crucial?
NAACL 2024
T-FREE: Subword Tokenizer-Free Generative LLMs via Sparse Representations for Memory-Efficient Embeddings
EMNLP 2024
ATMAN: Understanding Transformer Predictions Through Memory Efficient Attention Manipulation
NIPS 2023
MultiFusion: Fusing Pre-Trained Models for Multi-Lingual, Multi-Modal Image Generation
NIPS 2023
MAGMA β Multimodal Augmentation of Generative Models through Adapter-based Finetuning
EMNLP 2022
GPT-NeoX-20B: An Open-Source Autoregressive Language Model
ACL 2022