yangarbiter

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Yao-Yuan Yang yangarbiter

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Achievements

Achievements

yangarbiter/README.md

Here are my CV and research statement.

Blog: https://ucsdml.github.io/

Software

Pool-based active learning in Python

Publications

Understanding Rare Spurious Correlations in Neural Networks: [paper] [code]
What You See is What You Get: Distributional Generalization for Algorithm Design in Deep Learning: [paper] [code]
TorchAudio: Building Blocks for Audio and Speech Processing: [paper] [code] [benchmark-implementation]
Probing Predictions on OOD Images via Nearest Categories: [paper] [arxiv] [code]
Connecting Interpretability and Robustness in Decision Trees through Separation: [paper] [code]
A Closer Look at Accuracy vs. Robustness: [paper] [code] [blog post]
Robustness for Non-Parametric Classification: A Generic Attack and Defense: [paper] [code] [blog post]
Deep Learning with a Rethinking Structure for Multi-label Classification: [paper] [code]
Cost-Sensitive Reference Pair Encoding for Multi-Label Learning: [paper] [code]

Pinned Loading

rare-spurious-correlation rare-spurious-correlation Public

Understanding Rare Spurious Correlations in Neural Network

Jupyter Notebook 11 4
ntucllab/libact ntucllab/libact Public

Pool-based active learning in Python

Python 778 174
pytorch/audio pytorch/audio Public

Data manipulation and transformation for audio signal processing, powered by PyTorch

Python 2.5k 651
adversarial-nonparametrics adversarial-nonparametrics Public

Robustness for Non-Parametric Classification: A Generic Attack and Defense

Python 18 4
robust-local-lipschitz robust-local-lipschitz Public

A Closer Look at Accuracy vs. Robustness

Python 87 15
interpretable-robust-trees interpretable-robust-trees Public

Connecting Interpretability and Robustness in Decision Trees through Separation

Jupyter Notebook 13