Concepedia

Sayna Ebrahimi

SE

Statistics

Publications

13

Citations

532

H-Index

11

Active since

2015

Affiliations

University of California, Berkeley(Current)

Berkeley College

University of Toronto

University of Amsterdam

Max Planck Society

Sayna Ebrahimi is an author at University of California, Berkeley specializing in engineering, machine learning, and deep learning.

Top concepts

EngineeringMachine LearningDeep LearningComputer ScienceData ScienceArtificial IntelligenceComputer VisionImage AnalysisMachine VisionRobot Learning

Publications per year

2015–2023

13

Publications

13

Contrastive Test-Time Adaptation

Dian Chen, Dequan Wang, Trevor Darrell et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 207 citations

Artificial Intelligence, Structured Prediction, Engineering +20

Self-Supervised Pretraining Improves Self-Supervised Pretraining

Colorado Reed, Xiangyu Yue, Ani Nrusimha et al. · 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) · 2022 · 99 citations

Artificial Intelligence, Few-shot Learning, Training System +21

Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders

Edgar Schönfeld, Sayna Ebrahimi, Samarth Sinha et al. · 2019 · 47 citations · Full text

Few-shot Learning, Image Analysis, Machine Learning +15

Variational Adversarial Active Learning

Sayna Ebrahimi, Trevor Darrell · 2019 · 31 citations · Full text

Artificial Intelligence, Few-shot Learning, Engineering +16

Peridynamics analysis of the nanoscale friction and wear properties of amorphous carbon thin films

Sayna Ebrahimi, David J. Steigmann, K. Komvopoulos · Journal of mechanics of materials and structures · 2015 · 28 citations · Full text

Engineering, Mechanical Engineering, Nanotribology +18

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