General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 776–800 of 14581 papers

Title	Date	Tasks	Status	Hype
Image Classification with Deep Learning in the Presence of Noisy Labels: A Survey	Dec 11, 2019	General Classificationimage-classification	CodeCode Available	1
SOLO: Segmenting Objects by Locations	Dec 10, 2019	ClusteringGeneral Classification	CodeCode Available	1
Transparent Classification with Multilayer Logical Perceptrons and Random Binarization	Dec 10, 2019	BinarizationClassification	CodeCode Available	1
Multiple Anchor Learning for Visual Object Detection	Dec 4, 2019	General ClassificationMultiple Instance Learning	CodeCode Available	1
Multi-Objective Evolutionary Design of Deep Convolutional Neural Networks for Image Classification	Dec 3, 2019	ClassificationComputational Efficiency	CodeCode Available	1
High-parallelism Inception-like Spiking Neural Networks for Unsupervised Feature Learning	Dec 2, 2019	General ClassificationImage Classification	CodeCode Available	1
Transform-Invariant Convolutional Neural Networks for Image Classification and Search	Nov 28, 2019	ClassificationGeneral Classification	CodeCode Available	1
Multi-Label Classification with Label Graph Superimposing	Nov 21, 2019	AttributeClassification	CodeCode Available	1
Improving Document Classification with Multi-Sense Embeddings	Nov 18, 2019	ClassificationClustering	CodeCode Available	1
SiamFC++: Towards Robust and Accurate Visual Tracking with Target Estimation Guidelines	Nov 14, 2019	ClassificationGeneral Classification	CodeCode Available	1
SimpleShot: Revisiting Nearest-Neighbor Classification for Few-Shot Learning	Nov 12, 2019	Few-Shot Image ClassificationFew-Shot Learning	CodeCode Available	1
Fast Learning of Temporal Action Proposal via Dense Boundary Generator	Nov 11, 2019	General ClassificationOptical Flow Estimation	CodeCode Available	1
Self-training with Noisy Student improves ImageNet classification	Nov 11, 2019	Data AugmentationGeneral Classification	CodeCode Available	1
Interactive Classification by Asking Informative Questions	Nov 9, 2019	ClassificationGeneral Classification	CodeCode Available	1
Composition-based Multi-Relational Graph Convolutional Networks	Nov 8, 2019	General ClassificationGraph Classification	CodeCode Available	1
3D Deformable Convolutions for MRI classification	Nov 5, 2019	ClassificationGeneral Classification	CodeCode Available	1
Reconstructing Capsule Networks for Zero-shot Intent Classification	Nov 1, 2019	ClassificationGeneral Classification	CodeCode Available	1
Multimodal Model-Agnostic Meta-Learning via Task-Aware Modulation	Oct 30, 2019	Few-Shot Image ClassificationFew-Shot Learning	CodeCode Available	1
Classification Calibration for Long-tail Instance Segmentation	Oct 29, 2019	ClassificationGeneral Classification	CodeCode Available	1
Inherent Weight Normalization in Stochastic Neural Networks	Oct 27, 2019	General Classification	CodeCode Available	1
Hierarchical Transformers for Long Document Classification	Oct 23, 2019	ClassificationDocument Classification	CodeCode Available	1
Decoupling Representation and Classifier for Long-Tailed Recognition	Oct 21, 2019	ClassificationGeneral Classification	CodeCode Available	1
HiGitClass: Keyword-Driven Hierarchical Classification of GitHub Repositories	Oct 16, 2019	ClassificationGeneral Classification	CodeCode Available	1
vq-wav2vec: Self-Supervised Learning of Discrete Speech Representations	Oct 12, 2019	ClusteringGeneral Classification	CodeCode Available	1
On the Detection of Digital Face Manipulation	Oct 3, 2019	Binary ClassificationFace Detection	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	XBNET	Accuracy	100	—	Unverified
2	MONT3	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