SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 9351–9400 of 14581 papers

TitleStatusHype
The Variational Homoencoder: Learning to Infer High-Capacity Generative Models from Few Examples—0
Multi-task Learning on MNIST Image Datasets—0
Semi-supervised Outlier Detection using Generative And Adversary Framework—0
Towards Unsupervised Classification with Deep Generative Models—0
MACH: Embarrassingly parallel K-class classification in O(dK) memory and O(KK + dK) time, instead of O(Kd)—0
WSNet: Learning Compact and Efficient Networks with Weight Sampling—0
SHADE: SHAnnon DEcay Information-Based Regularization for Deep Learning—0
Network of Graph Convolutional Networks Trained on Random Walks—0
LSD-Net: Look, Step and Detect for Joint Navigation and Multi-View Recognition with Deep Reinforcement Learning—0
Zero-shot Cross Language Text Classification—0
Nearest Neighbour Radial Basis Function Solvers for Deep Neural Networks—0
Wavelet Pooling for Convolutional Neural NetworksCode0
Make SVM great again with Siamese kernel for few-shot learningCode0
VOCABULARY-INFORMED VISUAL FEATURE AUGMENTATION FOR ONE-SHOT LEARNING—0
Unsupervised Deep Structure Learning by Recursive Dependency Analysis—0
Interpreting Deep Classification Models With Bayesian Inference—0
Generalized Graph Embedding Models—0
Iterative Deep Compression : Compressing Deep Networks for Classification and Semantic Segmentation—0
Classifier-to-Generator Attack: Estimation of Training Data Distribution from Classifier—0
LatentPoison -- Adversarial Attacks On The Latent Space—0
Character Level Based Detection of DGA Domain Names—0
Compact Encoding of Words for Efficient Character-level Convolutional Neural Networks Text Classification—0
A New Method of Region Embedding for Text ClassificationCode0
ENRICHMENT OF FEATURES FOR CLASSIFICATION USING AN OPTIMIZED LINEAR/NON-LINEAR COMBINATION OF INPUT FEATURES—0
Continuous Convolutional Neural Networks for Image Classification—0
CAYLEYNETS: SPECTRAL GRAPH CNNS WITH COMPLEX RATIONAL FILTERS—0
Avoiding Catastrophic States with Intrinsic Fear—0
Bootstrap Domain-Specific Sentiment Classifiers from Unlabeled Corpora—0
Facial emotion recognition using min-max similarity classifier—0
Context aware saliency map generation using semantic segmentation—0
Learning Relevant Features of Data with Multi-scale Tensor Networks—0
Transfer learning for diagnosis of congenital abnormalities of the kidney and urinary tract in children based on Ultrasound imaging data—0
Towards Building an Intelligent Anti-Malware System: A Deep Learning Approach using Support Vector Machine (SVM) for Malware ClassificationCode0
Theory of Deep Learning III: explaining the non-overfitting puzzle—0
A Unified Method for First and Third Person Action Recognition—0
Exploring the significance of using perceptually relevant image decolorization method for scene classification—0
Objective evaluation metrics for automatic classification of EEG events—0
Accurate Bayesian Data Classification without Hyperparameter Cross-validation—0
Gradient Regularization Improves Accuracy of Discriminative Models—0
Extrapolating Expected Accuracies for Large Multi-Class ProblemsCode0
Robust Loss Functions under Label Noise for Deep Neural NetworksCode1
Large-Scale 3D Scene Classification With Multi-View Volumetric CNN—0
Overcomplete Frame Thresholding for Acoustic Scene Analysis—0
Stratified Transfer Learning for Cross-domain Activity Recognition—0
Brain Tumor Segmentation Based on Refined Fully Convolutional Neural Networks with A Hierarchical Dice LossCode0
Building a Sentiment Corpus of Tweets in Brazilian PortugueseCode0
Weighted Data Normalization Based on Eigenvalues for Artificial Neural Network Classification—0
Combining Weakly and Webly Supervised Learning for Classifying Food Images—0
Variational Autoencoders for Learning Latent Representations of Speech Emotion: A Preliminary Study—0
Music Genre Classification with Paralleling Recurrent Convolutional Neural NetworkCode0
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All datasetsXORirisActivityFashion-MNISTISOLETMice ProteinMNISTWine

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1KNNAccuracy93.1—Unverified
2RFAccuracy92.96—Unverified
3CARTAccuracy92.82—Unverified
4LDAAccuracy77.22—Unverified
#ModelMetricClaimedVerifiedStatus
1MONT3Accuracy100—Unverified
2XBNETAccuracy100—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy42—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy67.7—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy68.5—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy13.4—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy90.6—Unverified
#ModelMetricClaimedVerifiedStatus
1MONT3Accuracy100—Unverified