Pre-Training Buys Better Robustness and Uncertainty Estimates (ICML 2019)
“SURE: SUrvey REcipes for building reliable and robust deep networks” (CVPR 2024) & (ECCV 2024 OOD-CV Challenge Winner)
Digitally disintegrating music
cofi — corruption finder. Designed to find data corruption on storage as the data is being written
Adversarial Attacks and Defenses via Image perturbations
An analysis of yearly stock performance in a given year using VBA scripting and automation buttons and message boxes.
Effective and Robust Adversarial Training Against Data and Label Corruptions
Operational corruption detection for fixed-record COBOL data: record-length anomaly, EBCDIC/ASCII-FTP transfer damage, zoned-sign damage, packed-decimal nibble validation, CR/LF injection, trailing-byte loss, and dirty-data triage.
This project quantifies the geometric and structural "break-point" of LLM representations under data corruption. Using Intrinsic Dimension and CKA mapping, it identifies the exact transformer layers where noise destroys semantic alignment and triggers Uncertainty Calibration collapse.
[ISCIT 2025] aOPIT: Robust Sparse Subspace Tracking from Corrupted Data Observations. In 2025 24th IEEE International Symposium on Communications and Information Technologies
This application securely performs deletion by overwriting image files with random data, making them unrecoverable. It’s ideal for safely deleting non-sensitive files.
Node-based glitch art application for building image processing pipelines
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