Elnaz Barshan
Google (United States)(US)
Publications by Year
Research Areas
Advanced Neural Network Applications, Adversarial Robustness in Machine Learning, Generative Adversarial Networks and Image Synthesis, Domain Adaptation and Few-Shot Learning, Digital Media Forensic Detection
Most-Cited Works
- → Supervised principal component analysis: Visualization, classification and regression on subspaces and submanifolds(2010)340 cited
- RelatIF: Identifying Explanatory Training Samples via Relative Influence(2020)
- Stage-wise Training: An Improved Feature Learning Strategy for Deep Models(2015)
- → Evolution in Groups: A deeper look at synaptic cluster driven evolution of deep neural networks(2017)12 cited
- → RelatIF: Identifying Explanatory Training Examples via Relative Influence(2020)10 cited
- → 35.3: Resolution Enhancement Based on Shifted Superposition(2015)9 cited
- → Semantics Preserving Adversarial Learning(2019)6 cited
- → LECA: A learned approach for efficient cover-agnostic watermarking(2023)5 cited
- → Scalable multi-neighborhood learning for convolutional networks(2015)3 cited
- → Learning Efficient Deep Feature Representations via Transgenerational Genetic Transmission of Environmental Information During Evolutionary Synthesis of Deep Neural Networks(2017)3 cited