Samira Abnar
11 papers · 2019–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (6) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (6) π Cross-Pollinator (14)
π
Cross-Pollinator
(14)
π
Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(31)
π
Grand Slam
π
Century Club
(11)
π
Trend Setter
β
The Questioner
π₯
Unstoppable
(7)
Conferences
ICLR (4)
ACL (2)
NIPS (2)
AAAI (1)
EMNLP (1)
ICML (1)
Top co-authors
Research topics
Keywords
transfer learning
(2)
domain generalization
(1)
layer-wise analysis
(1)
attention mechanism
(1)
knowledge distillation
(1)
prompt engineering
(1)
named entity recognition
(1)
model architecture
(1)
part-of-speech tagging
(1)
prompt learning
(1)
neural architecture
(1)
stability analysis
(1)
model interpretability
(1)
brain imaging
(1)
few-shot learning
(1)
generative model
(1)
latent representation
(1)
inductive bia
(1)
scaling law
(1)
fmri analysis
(1)
Papers
Parameters vs FLOPs: Scaling Laws for Optimal Sparsity for Mixture-of-Experts Language Models
ICML 2025
Aggregate-and-Adapt Natural Language Prompts for Downstream Generalization of CLIP
NIPS 2024
Scaling Laws vs Model Architectures: How does Inductive Bias Influence Scaling?
EMNLP 2023
Diffusion Probabilistic Fields
ICLR 2023
Scale Efficiently: Insights from Pretraining and Finetuning Transformers
ICLR 2022
GAUDI: A Neural Architect for Immersive 3D Scene Generation
NIPS 2022
Exploring the Limits of Large Scale Pre-training
ICLR 2022
Long Range Arena : A Benchmark for Efficient Transformers
ICLR 2021
Quantifying Attention Flow in Transformers
ACL 2020
A Comparison of Architectures and Pretraining Methods for Contextualized Multilingual Word Embeddings
AAAI 2020
Blackbox Meets Blackbox: Representational Similarity & Stability Analysis of Neural Language Models and Brains
ACL 2019