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wanqian's Projects

protobuf icon protobuf

Protocol Buffers - Google's data interchange format

pytorch-book icon pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation

pytorch-ensembles icon pytorch-ensembles

Pitfalls of In-Domain Uncertainty Estimation and Ensembling in Deep Learning, ICLR 2020

rankiqa icon rankiqa

The rep for the RankIQA paper in ICCV 2017

sgdnet icon sgdnet

ACM MM 2019 SGDNet: An End-to-End Saliency-Guided Deep Neural Network for No-Reference Image Quality Assessment

snapshotensemble icon snapshotensemble

Snapshot Ensembles in Torch (Snapshot Ensembles: Train 1, Get M for Free)

swa icon swa

Stochastic Weight Averaging in PyTorch

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow-without-a-phd icon tensorflow-without-a-phd

A crash course in six episodes for software developers who want to become machine learning practitioners.

wadiqam icon wadiqam

Pytorch implementation of WaDIQaM in TIP2018, Bosse S. et al. (Deep neural networks for no-reference and full-reference image quality assessment)

weighted_dcnn_iqa icon weighted_dcnn_iqa

A tensorflow implementation of the network in "Bosse S, Maniry D, Müller K R, et al. Deep Neural Networks for No-Reference and Full-Reference Image Quality Assessment[J]. arXiv preprint arXiv:1612.01697, 2016."

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