General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 876–900 of 14581 papers

Title	Date	Tasks	Status	Hype
Wasserstein Adversarial Examples via Projected Sinkhorn Iterations	Feb 21, 2019	Adversarial AttackAdversarial Defense	CodeCode Available	1
DeepBall: Deep Neural-Network Ball Detector	Feb 19, 2019	General ClassificationObject	CodeCode Available	1
A new Backdoor Attack in CNNs by training set corruption without label poisoning	Feb 12, 2019	Backdoor AttackGeneral Classification	CodeCode Available	1
Skin Lesion Synthesis with Generative Adversarial Networks	Feb 8, 2019	Cancer ClassificationGeneral Classification	CodeCode Available	1
Variational Recurrent Neural Networks for Graph Classification	Feb 7, 2019	ClassificationGeneral Classification	CodeCode Available	1
Real-time Hand Gesture Detection and Classification Using Convolutional Neural Networks	Jan 29, 2019	Action RecognitionGeneral Classification	CodeCode Available	1
catch22: CAnonical Time-series CHaracteristics	Jan 29, 2019	ClassificationClustering	CodeCode Available	1
Bias in Bios: A Case Study of Semantic Representation Bias in a High-Stakes Setting	Jan 27, 2019	ClassificationGeneral Classification	CodeCode Available	1
See Better Before Looking Closer: Weakly Supervised Data Augmentation Network for Fine-Grained Visual Classification	Jan 26, 2019	Data AugmentationFine-Grained Image Classification	CodeCode Available	1
One-Class Convolutional Neural Network	Jan 24, 2019	Anomaly DetectionGeneral Classification	CodeCode Available	1
Theoretically Principled Trade-off between Robustness and Accuracy	Jan 24, 2019	Adversarial AttackAdversarial Defense	CodeCode Available	1
CTCModel: a Keras Model for Connectionist Temporal Classification	Jan 23, 2019	ClassificationGeneral Classification	CodeCode Available	1
Rank consistent ordinal regression for neural networks with application to age estimation	Jan 20, 2019	Age And Gender ClassificationAge Estimation	CodeCode Available	1
Music Artist Classification with Convolutional Recurrent Neural Networks	Jan 14, 2019	Artist classificationClassification	CodeCode Available	1
A Machine Learning Benchmark for Facies Classification	Jan 12, 2019	BIG-bench Machine LearningClassification	CodeCode Available	1
Visualizing Deep Similarity Networks	Jan 2, 2019	General Classification	CodeCode Available	1
On Minimum Discrepancy Estimation for Deep Domain Adaptation	Jan 2, 2019	Domain AdaptationGeneral Classification	CodeCode Available	1
Reproducible evaluation of diffusion MRI features for automatic classification of patients with Alzheimers disease	Dec 28, 2018	ClassificationDiffusion MRI	CodeCode Available	1
Semi-Supervised Deep Learning for Abnormality Classification in Retinal Images	Dec 19, 2018	Deep LearningGeneral Classification	CodeCode Available	1
HoVer-Net: Simultaneous Segmentation and Classification of Nuclei in Multi-Tissue Histology Images	Dec 16, 2018	ClassificationGeneral Classification	CodeCode Available	1
Why ReLU networks yield high-confidence predictions far away from the training data and how to mitigate the problem	Dec 13, 2018	General Classification	CodeCode Available	1
An Empirical Study of Example Forgetting during Deep Neural Network Learning	Dec 12, 2018	General Classification	CodeCode Available	1
SlowFast Networks for Video Recognition	Dec 10, 2018	Action ClassificationAction Detection	CodeCode Available	1
Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions	Dec 10, 2018	Few-Shot Image ClassificationFew-Shot Learning	CodeCode Available	1
Harmonic Networks: Integrating Spectral Information into CNNs	Dec 7, 2018	General Classification	CodeCode Available	1

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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