awesome-deep-causal-learning

(★ 18)

A curated list of awesome deep causal learning methods since 2018

Owner Repos

QuantumSpeech-QCNN ★ 108

IEEE ICASSP 21 - Quantum Convolution Neural Networks for Speech Processing and Automatic Speech Recognition

Jupyter Notebook
Voice2Series-Reprogramming ★ 72

ICML 21 - Voice2Series: Adversarial Reprogramming Acoustic Models for Time Series Classification

TypeScript
awesome-neural-reprogramming-prompting ★ 40

A curated list of awesome adversarial reprogramming and input prompting methods for neural networks since 2022

Python
Obs-Causal-Q-Network ★ 27

AAAI 22 - Training a Resilient Q-Network against Observational Interference, Causal Inference Q-Networks

Python
EyeNet2 ★ 17

ICML Workshop 18 - Auto-Classification of Retinal Diseases in the Limit of Sparse Data Using a Two-Streams Machine Learning Model

Python
Interspeech23-Tutorial-Para-Efficient-Cross-Modal-Tutorial ★ 15

Interspeech Tutorial - Resource Efficient and Cross-Modal Learning Toward Foundation Modeling

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  • causal_learning_software.md
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