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General Classification

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평가표

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보존된 평가 기록

19

코드

관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.

https://github.com/sibirbil/RuleDiscovery

공식 코드

Rule Generation for Classification: Scalability, Interpretability, and Fairness

https://github.com/sibirbil/SimpleKernels

공식 코드

Low-dimensional Interpretable Kernels with Conic Discriminant Functions for Classification

https://github.com/sicara/semantic-task-sampling

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Few-Shot Image Classification Benchmarks are Too Far From Reality: Build Back Better with Semantic Task Sampling

https://github.com/silverbottlep/meta_curvature

공식 코드

Meta-Curvature

https://github.com/simon-tan/DKT-DSC

공식 코드

Deep Knowledge Tracing and Dynamic Student Classification for Knowledge Tracing

https://github.com/simonZhou86/Advanced-Data-Analytics-Project

공식 코드

Shoulder Implant X-Ray Manufacturer Classification: Exploring with Vision Transformer

https://github.com/singlasahil14/CASO

공식 코드

Understanding Impacts of High-Order Loss Approximations and Features in Deep Learning Interpretation

https://github.com/sitzikbs/3DmFV-Net

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3D Point Cloud Classification and Segmentation using 3D Modified Fisher Vector Representation for Convolutional Neural Networks

https://github.com/siyandong/src

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Visual Localization via Few-Shot Scene Region Classification

https://github.com/sjtrny/kssc

공식 코드

Efficient Sparse Subspace Clustering by Nearest Neighbour Filtering

https://github.com/skrantidatta/Attention-based-Skin-Cancer-Classification

공식 코드

Soft-Attention Improves Skin Cancer Classification Performance

https://github.com/sktime/sktime

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Fast and Accurate Time Series Classification with WEASEL

https://github.com/smashhadi/feature-selection-extraction

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Feature Selection and Feature Extraction in Pattern Analysis: A Literature Review

https://github.com/smlab-niser/quaternionFusion

공식 코드

QUARC: Quaternion Multi-Modal Fusion Architecture For Hate Speech Classification

https://github.com/smlaine2/tempens

공식 코드

Temporal Ensembling for Semi-Supervised Learning

https://github.com/snarles/ClassEx

공식 코드

Extrapolating Expected Accuracies for Large Multi-Class Problems

https://github.com/sndnyang/GMMC

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Generative Max-Mahalanobis Classifiers for Image Classification, Generation and More

https://github.com/snu-adsl/class_wise_regularizer

공식 코드

Utilizing Class Information for Deep Network Representation Shaping

https://github.com/soerenab/AudioMNIST

공식 코드

AudioMNIST: Exploring Explainable Artificial Intelligence for Audio Analysis on a Simple Benchmark

https://github.com/soheilb/multimodal_dictionary_learning

공식 코드

Multimodal Task-Driven Dictionary Learning for Image Classification

https://github.com/som-shahlab/trove

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Ontology-driven weak supervision for clinical entity classification in electronic health records

https://github.com/songyouwei/ABSA-PyTorch

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Attentional Encoder Network for Targeted Sentiment Classification

https://github.com/sonlam1102/text_augmentation_vietnamese

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Empirical Study of Text Augmentation on Social Media Text in Vietnamese

https://github.com/soorya19/sparsity-based-defenses

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Combating Adversarial Attacks Using Sparse Representations

https://github.com/soumickmj/TorchEsegeta

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Exploration of Interpretability Techniques for Deep COVID-19 Classification using Chest X-ray Images

https://github.com/soumickmj/diagnoPP

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Exploration of Interpretability Techniques for Deep COVID-19 Classification using Chest X-ray Images

https://github.com/soumyac1999/hyperbolic-label-emb-for-hmc

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Joint Learning of Hyperbolic Label Embeddings for Hierarchical Multi-label Classification

https://github.com/souryadey/morse-dataset

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Morse Code Datasets for Machine Learning

https://github.com/spinningbytes/deep-mlsa

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Leveraging Large Amounts of Weakly Supervised Data for Multi-Language Sentiment Classification

https://github.com/spore1/cadex

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Explaining Deep Learning Models with Constrained Adversarial Examples

https://github.com/spotzi/Geotagger

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GeoTextTagger: High-Precision Location Tagging of Textual Documents using a Natural Language Processing Approach

https://github.com/spraise/BSNet

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BSNet: Bi-Similarity Network for Few-shot Fine-grained Image Classification

https://github.com/sqrhussain/structure-in-gnn

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On the Impact of Communities on Semi-supervised Classification Using Graph Neural Networks

https://github.com/sremes/wishart-gibbs-kernel

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A Mutually-Dependent Hadamard Kernel for Modelling Latent Variable Couplings

https://github.com/srikanthBezawada/OCCER

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One-Class Classification by Ensembles of Regression models -- a detailed study

https://github.com/ssea-lab/DL4ETI

공식 코드

Computer-aided diagnosis in histopathological images of the endometrium using a convolutional neural network and attention mechanisms

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