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Yiyang Wang's Projects

cf_anomaly_detection icon cf_anomaly_detection

The anomaly detection algorithm based on IDM car-following model using EKF combined with One Class SVM

colbert icon colbert

ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22)

dagma icon dagma

A Python 3 package for learning Bayesian Networks (DAGs) from data. Implementation of the paper "DAGMA: Learning DAGs via M-matrices and a Log-Determinant Acyclicity Characterization"

deep-semantic-similarity-model-pytorch icon deep-semantic-similarity-model-pytorch

My PyTorch implementation of the Deep Semantic Similarity Model (DSSM)/Convolutional Latent Semantic Model (CLSM) described here: http://research.microsoft.com/pubs/226585/cikm2014_cdssm_final.pdf.

dssm icon dssm

An industrial-grade implementation of DSSM

dssm-pytorch icon dssm-pytorch

Pytorch Implementation of DSSM (Deep Structured Semantic Models)

minimal-mistakes icon minimal-mistakes

:triangular_ruler: Jekyll theme for building a personal site, blog, project documentation, or portfolio.

opencda icon opencda

A generalized framework for prototyping full-stack cooperative driving automation applications under CARLA+SUMO.

transformers icon transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

unifiedembeddingmodel icon unifiedembeddingmodel

Implementation of unified embedding model from Embedding-based Retrieval in Facebook Search.

zsl_music_tagging icon zsl_music_tagging

Zero-shot Learning for Audio-based Music Classification and Tagging (ISMIR 2019)

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