├── .gitignore ├── LICENSE ├── PASCAL VOC ├── SVM.ipynb ├── config.py ├── feature_extraction │ ├── +featpipem │ │ ├── +chunkio │ │ │ ├── compChunksIMDB.m │ │ │ ├── compKernel.m │ │ │ └── loadChunksIntoMat.m │ │ ├── +codebkgen │ │ │ ├── @GMMCodebkGen │ │ │ │ ├── GMMCodebkGen.m │ │ │ │ └── train.m │ │ │ ├── @GenericCodebkGen │ │ │ │ └── GenericCodebkGen.m │ │ │ └── @KmeansCodebkGen │ │ │ │ ├── KmeansCodebkGen.m │ │ │ │ └── train.m │ │ ├── +dim_red │ │ │ ├── @GenericDimRed │ │ │ │ └── GenericDimRed.m │ │ │ └── @PCADimRed │ │ │ │ ├── PCADimRed.m │ │ │ │ └── train.m │ │ ├── +encoding │ │ │ ├── @FKEncoder │ │ │ │ ├── FKEncoder.m │ │ │ │ └── encode.m │ │ │ └── @GenericEncoder │ │ │ │ └── GenericEncoder.m │ │ ├── +eval │ │ │ ├── +VOCdevkit │ │ │ │ └── VOCap.m │ │ │ ├── evalAccuracy.m │ │ │ └── evalPrecRec.m │ │ ├── +features │ │ │ ├── @DeepExtractor │ │ │ │ ├── DeepExtractor.m │ │ │ │ └── compute.m │ │ │ ├── @GenericFeatExtractor │ │ │ │ └── GenericFeatExtractor.m │ │ │ ├── @IterDSiftExtractor │ │ │ │ ├── IterDSiftExtractor.m │ │ │ │ └── compute.m │ │ │ ├── @PCAFeatExtractor │ │ │ │ ├── PCAFeatExtractor.m │ │ │ │ ├── compute.m │ │ │ │ ├── load_proj.m │ │ │ │ ├── save_proj.m │ │ │ │ └── train_proj.m │ │ │ └── @PhowExtractor │ │ │ │ ├── PhowExtractor.m │ │ │ │ └── compute.m │ │ ├── +lib │ │ │ ├── @LTMatrix │ │ │ │ ├── LTMatrix.m │ │ │ │ ├── convToFullMatrix.m │ │ │ │ ├── getIndex_.m │ │ │ │ ├── readIndex.m │ │ │ │ └── writeIndex.m │ │ │ ├── KCBEncode.m │ │ │ ├── LLCEncode.m │ │ │ ├── LLCEncodeHelper.cpp │ │ │ └── annkmeans.m │ │ ├── +pooling │ │ │ ├── @GenericPooler │ │ │ │ └── GenericPooler.m │ │ │ ├── @IdentityPooler │ │ │ │ ├── IdentityPooler.m │ │ │ │ └── compute.m │ │ │ ├── @SELDMPooler │ │ │ │ ├── SELDMPooler.m │ │ │ │ └── compute.m │ │ │ └── @SPMPooler │ │ │ │ ├── SPMPooler.m │ │ │ │ └── compute.m │ │ ├── +pq │ │ │ ├── @PQCodebkGen │ │ │ │ ├── PQCodebkGen.m │ │ │ │ └── train.m │ │ │ ├── @PQEncoder │ │ │ │ ├── PQEncoder.m │ │ │ │ └── encode.m │ │ │ ├── @PQIndex │ │ │ │ ├── PQIndex.m │ │ │ │ ├── index.m │ │ │ │ └── query.m │ │ │ ├── calcScoremat.cc │ │ │ └── calc_scoremat_uint8.cc │ │ ├── +utility │ │ │ ├── generateImdbFromFolders.m │ │ │ ├── getImdbGT.m │ │ │ ├── set_class_properties.m │ │ │ └── standardizeImage.m │ │ ├── +wrapper │ │ │ ├── dstest.m │ │ │ ├── loadcodebook.m │ │ │ ├── loaddimred.m │ │ │ ├── loaddimredextr.m │ │ │ └── pqtest.m │ │ └── class_handle.h │ ├── .gitignore │ ├── COPYING │ ├── DeepNets_extract.m │ ├── FK_extract.m │ ├── README.md │ ├── featpipem_addpaths.m │ ├── featpipem_setup.m │ ├── lib │ │ └── gmm-fisher │ │ │ ├── fisher.cxx │ │ │ ├── fisher.h │ │ │ ├── gmm.cxx │ │ │ ├── gmm.h │ │ │ ├── matlab │ │ │ ├── @FisherEncoder │ │ │ │ └── FisherEncoder.m │ │ │ ├── mexFisherEncodeHelperSP.cxx │ │ │ ├── mexGmmTrainDP.cxx │ │ │ ├── mexGmmTrainSP.cxx │ │ │ ├── mlclasshandler │ │ │ │ ├── class_handle.h │ │ │ │ └── fisher_handle.h │ │ │ ├── setup.m │ │ │ ├── setup_debug.m │ │ │ └── setup_noopenmp.m │ │ │ ├── simd_math.cxx │ │ │ ├── simd_math.h │ │ │ ├── stat.cxx │ │ │ └── stat.h │ └── utility │ │ ├── findbestperf.m │ │ └── parse_alt_res.m ├── finetune.py ├── imdb.py ├── run_nets.sh ├── train_classifiers.py └── utils.py ├── README.md ├── dataset ├── QSAR.txt ├── australian.txt ├── blood_transfusion.txt ├── climate_model.txt ├── cylinder.txt ├── figure1 │ ├── MNIST_test_1.txt │ ├── MNIST_test_3.txt │ ├── MNIST_test_4.txt │ ├── MNIST_test_7.txt │ ├── MNIST_test_8.txt │ ├── MNIST_test_9.txt │ ├── MNIST_train_1.txt │ ├── MNIST_train_3.txt │ ├── MNIST_train_4.txt │ ├── MNIST_train_7.txt │ ├── MNIST_train_8.txt │ ├── MNIST_train_9.txt │ └── semeion.txt ├── heart.txt ├── ionosphere.txt ├── liver_disorders.txt ├── liver_disorders_test.txt ├── splice.txt ├── splice_test.txt └── thoracic_surgery.txt ├── dro_model.py ├── figure ├── best_eps.eps ├── fig1.eps ├── fig2.eps ├── fig3.eps ├── quantile.pdf ├── ratio.eps ├── ratio.pdf ├── risk.eps ├── up_low.eps ├── worst_0.eps ├── worst_0.pdf ├── worst_inf.eps ├── worst_inf.pdf ├── 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