Samira Abnar
11 papers · 2019–2025 · 6 venues · across top CS/AI venues
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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
NeurIPS 2024
Diffusion Probabilistic Fields
ICLR 2023
Scaling Laws vs Model Architectures: How does Inductive Bias Influence Scaling?
EMNLP 2023
Exploring the Limits of Large Scale Pre-training
ICLR 2022
GAUDI: A Neural Architect for Immersive 3D Scene Generation
NeurIPS 2022
Scale Efficiently: Insights from Pretraining and Finetuning Transformers
ICLR 2022
Long Range Arena : A Benchmark for Efficient Transformers
ICLR 2021
A Comparison of Architectures and Pretraining Methods for Contextualized Multilingual Word Embeddings
AAAI 2020
Quantifying Attention Flow in Transformers
ACL 2020
Blackbox Meets Blackbox: Representational Similarity & Stability Analysis of Neural Language Models and Brains
ACL 2019