Fatemeh Afghah
6 papers · 2023–2025 · 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
(17)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Computer Vision
(3)
Application Areas
(3)
Deep Learning
(2)
Analysis
(2)
Learning Types · Machine Learning
(2)
Optimization & Theory · Machine Learning
(2)
Optimization & Theory · Deep Learning
(2)
Techniques
(2)
Artificial Intelligence
(1)
Core AI
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Processing
(1)
Keywords
prompt learning
(2)
neural network
(2)
model compression
(2)
style transfer
(1)
video super-resolution
(1)
deepfake detection
(1)
sharpness-aware minimization
(1)
neural network optimization
(1)
loss landscape
(1)
consistency regularization
(1)
out-of-distribution detection
(1)
vision-language model
(1)
zero-shot generalization
(1)
model generalization
(1)
sparse training
(1)
spectral bia
(1)
frequency domain
(1)
cross-domain generalization
(1)
frequency analysis
(1)
prompt tuning
(1)
Papers
FreqDebias: Towards Generalizable Deepfake Detection via Consistency-Driven Frequency Debiasing
CVPR 2025
ROADS: Robust Prompt-Driven Multi-Class Anomaly Detection under Domain Shift
WACV 2025
Style-Pro: Style-Guided Prompt Learning for Generalizable Vision-Language Models
WACV 2025
A Single-Step, Sharpness-Aware Minimization is All You Need to Achieve Efficient and Accurate Sparse Training
NeurIPS 2024
Data Overfitting for On-Device Super-Resolution with Dynamic Algorithm and Compiler Co-Design
ECCV 2024
Towards High-Quality and Efficient Video Super-Resolution via Spatial-Temporal Data Overfitting
CVPR 2023