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irish-kw's Projects

loss-landscapes icon loss-landscapes

Approximating neural network loss landscapes in low-dimensional parameter subspaces for PyTorch

owad icon owad

Anomaly Detection in the Open World: Normality Shift Detection, Explanation, and Adaptation (NDSS'23).

pgn icon pgn

[NeurIPS 2023] Boosting Adversarial Transferability by Achieving Flat Local Maxima

pinns icon pinns

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

python-kriging-climate icon python-kriging-climate

Use Kriging to interplation data of Climate with China&Taiwan Area , and also import the backward Trajectory with Hysplit data

relax icon relax

Optimizing control variates for black-box gradient estimation

revin icon revin

RevIN: Reversible Instance Normalization For Accurate Time-series Forecasting Against Distribution Shift

segment-anything icon segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

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