General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 676–700 of 14581 papers

Title	Date	Tasks	Status	Hype
Detecting Deepfakes with Metric Learning	Mar 19, 2020	Data CompressionFace Swapping	CodeCode Available	1
1st Place Solutions for OpenImage2019 -- Object Detection and Instance Segmentation	Mar 17, 2020	General ClassificationInstance Segmentation	CodeCode Available	1
Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification	Mar 17, 2020	Action ClassificationClassification	CodeCode Available	1
Revisiting the Sibling Head in Object Detector	Mar 17, 2020	DisentanglementGeneral Classification	CodeCode Available	1
On Translation Invariance in CNNs: Convolutional Layers can Exploit Absolute Spatial Location	Mar 16, 2020	General Classificationimage-classification	CodeCode Available	1
Cost-Sensitive BERT for Generalisable Sentence Classification with Imbalanced Data	Mar 16, 2020	ClassificationData Augmentation	CodeCode Available	1
DeepEMD: Differentiable Earth Mover's Distance for Few-Shot Learning	Mar 15, 2020	ClassificationFew-Shot Image Classification	CodeCode Available	1
Document Ranking with a Pretrained Sequence-to-Sequence Model	Mar 14, 2020	Ad-Hoc Information RetrievalDocument Ranking	CodeCode Available	1
TAFSSL: Task-Adaptive Feature Sub-Space Learning for few-shot classification	Mar 14, 2020	DiversityFew-Shot Learning	CodeCode Available	1
Ultra Efficient Transfer Learning with Meta Update for Cross Subject EEG Classification	Mar 13, 2020	EEGElectroencephalogram (EEG)	CodeCode Available	1
Semantic Pyramid for Image Generation	Mar 13, 2020	General ClassificationImage Generation	CodeCode Available	1
SOS: Selective Objective Switch for Rapid Immunofluorescence Whole Slide Image Classification	Mar 11, 2020	DiagnosticGeneral Classification	CodeCode Available	1
Compositional Convolutional Neural Networks: A Deep Architecture with Innate Robustness to Partial Occlusion	Mar 10, 2020	General Classification	CodeCode Available	1
SuperMix: Supervising the Mixing Data Augmentation	Mar 10, 2020	Data AugmentationGeneral Classification	CodeCode Available	1
Embedding Propagation: Smoother Manifold for Few-Shot Classification	Mar 9, 2020	ClassificationFew-Shot Image Classification	CodeCode Available	1
Dense Dilated Convolutions Merging Network for Land Cover Classification	Mar 9, 2020	ClassificationGeneral Classification	CodeCode Available	1
Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning	Mar 9, 2020	Few-Shot LearningGeneral Classification	CodeCode Available	1
Fine-Grained Visual Classification via Progressive Multi-Granularity Training of Jigsaw Patches	Mar 8, 2020	ClassificationFine-Grained Image Classification	CodeCode Available	1
TaskNorm: Rethinking Batch Normalization for Meta-Learning	Mar 6, 2020	General Classificationimage-classification	CodeCode Available	1
SimLoss: Class Similarities in Cross Entropy	Mar 6, 2020	Age EstimationGeneral Classification	CodeCode Available	1
AIDeveloper: deep learning image classification in life science and beyond	Mar 5, 2020	Blood Cell CountClassification	CodeCode Available	1
On the performance of deep learning models for time series classification in streaming	Mar 5, 2020	General ClassificationTime Series	CodeCode Available	1
Feature Extraction for Hyperspectral Imagery: The Evolution from Shallow to Deep (Overview and Toolbox)	Mar 5, 2020	General ClassificationHyperspectral Image Classification	CodeCode Available	1
Denoised Smoothing: A Provable Defense for Pretrained Classifiers	Mar 4, 2020	General Classificationimage-classification	CodeCode Available	1
Rethinking Zero-shot Video Classification: End-to-end Training for Realistic Applications	Mar 3, 2020	BenchmarkingGeneral 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