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Posts

• Pivoting into machine learning: my ML skill-acquisition journey

Publications

• MetaPoison: Practical General-purpose Clean-label Data Poisoning

• DeepErase: Weakly Supervised Artifact Removal from Document Text Images

• Strong Baseline Defenses Against Clean-Label Poisoning Attacks

• Understanding Generalization through Visualizations

• Transferable Clean-label Poisoning Attacks on Deep Neural Nets

Projects

• DeepErase: Weakly Supervised, Automatic Document Cleaning

• Understanding Generalization through Visualizations

• Clean-Label Poison Attacks on Neural Nets

• Femtosecond Ionization Mass Spectrometer

• Ultrafast THz-driven Electron Gun