General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 5476–5500 of 14581 papers

Title	Date	Tasks	Status	Hype
Destruction and Construction Learning for Fine-Grained Image Recognition	Jun 1, 2019	ClassificationFine-Grained Image Classification	CodeCode Available	1
Enhancing TripleGAN for Semi-Supervised Conditional Instance Synthesis and Classification	Jun 1, 2019	General Classification	—Unverified	0
Exploiting Edge Features for Graph Neural Networks	Jun 1, 2019	General ClassificationGraph Attention	—Unverified	0
Gradient Matching Generative Networks for Zero-Shot Learning	Jun 1, 2019	Domain AdaptationGeneral Classification	CodeCode Available	0
Cross-Atlas Convolution for Parameterization Invariant Learning on Textured Mesh Surface	Jun 1, 2019	General ClassificationSegmentation	—Unverified	0
CLAREL: Classification via retrieval loss for zero-shot learning	May 31, 2019	ClassificationGeneral Classification	—Unverified	0
Optimized Score Transformation for Consistent Fair Classification	May 31, 2019	Binary ClassificationClassification	—Unverified	0
Deep interpretable architecture for plant diseases classification	May 31, 2019	ClassificationGeneral Classification	CodeCode Available	0
Investigating an Effective Character-level Embedding in Korean Sentence Classification	May 31, 2019	ClassificationGeneral Classification	CodeCode Available	0
A Riemanian Approach to Blob Detection in Manifold-Valued Images	May 31, 2019	General Classification	—Unverified	0
High Dimensional Classification via Regularized and Unregularized Empirical Risk Minimization: Precise Error and Optimal Loss	May 31, 2019	ClassificationGeneral Classification	—Unverified	0
Crowdsourcing and Validating Event-focused Emotion Corpora for German and English	May 31, 2019	Emotion ClassificationEmotion Recognition	—Unverified	0
Improving Open Information Extraction via Iterative Rank-Aware Learning	May 31, 2019	Binary ClassificationGeneral Classification	CodeCode Available	0
Combining Noise-to-Image and Image-to-Image GANs: Brain MR Image Augmentation for Tumor Detection	May 31, 2019	Data AugmentationGeneral Classification	—Unverified	0
Fast Solar Image Classification Using Deep Learning and its Importance for Automation in Solar Physics	May 31, 2019	General Classificationimage-classification	CodeCode Available	0
Discriminative structural graph classification	May 31, 2019	ClassificationGeneral Classification	—Unverified	0
Do Human Rationales Improve Machine Explanations?	May 31, 2019	BIG-bench Machine LearningGeneral Classification	—Unverified	0
Regression Networks for Meta-Learning Few-Shot Classification	May 31, 2019	ClassificationFew-Shot Learning	CodeCode Available	0
Point Clouds Learning with Attention-based Graph Convolution Networks	May 31, 2019	DecoderGeneral Classification	—Unverified	0
Ordinal Regression as Structured Classification	May 31, 2019	ClassificationGeneral Classification	—Unverified	0
Using Latent Variable Models to Observe Academic Pathways	May 31, 2019	General Classification	—Unverified	0
Reverse KL-Divergence Training of Prior Networks: Improved Uncertainty and Adversarial Robustness	May 31, 2019	Adversarial AttackAdversarial Attack Detection	CodeCode Available	0
InsectUp: Crowdsourcing Insect Observations to Assess Demographic Shifts and Improve Classification	May 30, 2019	General Classification	—Unverified	0
An Efficient Detection of Malware by Naive Bayes Classifier Using GPGPU	May 30, 2019	General Classification	—Unverified	0
Applying Generative Adversarial Networks to Intelligent Subsurface Imaging and Identification	May 30, 2019	General ClassificationGPR	—Unverified	0

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All datasets XOR iris Activity Fashion-MNIST ISOLET Mice Protein MNIST Wine

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	KNN	Accuracy	93.1	—	Unverified
2	RF	Accuracy	92.96	—	Unverified
3	CART	Accuracy	92.82	—	Unverified
4	LDA	Accuracy	77.22	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MONT3	Accuracy	100	—	Unverified
2	XBNET	Accuracy	100	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CAE	Accuracy	42	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CAE	Accuracy	67.7	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CAE	Accuracy	68.5	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CAE	Accuracy	13.4	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CAE	Accuracy	90.6	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MONT3	Accuracy	100	—	Unverified