SOTAVerified

Multi-Task Learning

Multi-task learning aims to learn multiple different tasks simultaneously while maximizing performance on one or all of the tasks.

( Image credit: Cross-stitch Networks for Multi-task Learning )

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1531–1540 of 3687 papers

TitleStatusHype
Inducing Optimal Attribute Representations for Conditional GANs—0
InferEM: Inferring the Speaker's Intention for Empathetic Dialogue Generation—0
Inference-Time Personalized Federated Learning—0
On-Demand Unlabeled Personalized Federated Learning—0
Findings of the Shared Task on Multi-task Learning in Dravidian Languages—0
Compositional Models: Multi-Task Learning and Knowledge Transfer with Modular Networks—0
A Novel Multi-task Deep Learning Model for Skin Lesion Segmentation and Classification—0
Infinite Latent SVM for Classification and Multi-task Learning—0
Infinite Shift-invariant Grouped Multi-task Learning for Gaussian Processes—0
Joint Perceptual Learning for Enhancement and Object Detection in Underwater Scenarios—0
Show:102550
← PrevPage 154 of 369Next →
All datasetsQM9Cityscapes testNYUv2OMNIGLOTCelebAUTKFacewireframe dataset

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PCGrad∆m%125.7—Unverified
2CAGrad∆m%112.8—Unverified
3IMTL-G∆m%77.2—Unverified
4Nash-MTL∆m%62—Unverified
5BayesAgg-MTL∆m%53.7—Unverified
#ModelMetricClaimedVerifiedStatus
1SwinMTLmIoU76.41—Unverified
2Nash-MTLmIoU75.41—Unverified
3MultiObjectiveOptimizationmIoU66.63—Unverified
#ModelMetricClaimedVerifiedStatus
1SwinMTLMean IoU58.14—Unverified
2Nash-MTLMean IoU40.13—Unverified
#ModelMetricClaimedVerifiedStatus
1Gumbel-Matrix RoutingAverage Accuracy93.52—Unverified
2Mixture-of-ExpertsAverage Accuracy92.19—Unverified
#ModelMetricClaimedVerifiedStatus
1MGDA-UBError8.25—Unverified
#ModelMetricClaimedVerifiedStatus
1BayesAgg-MTLdelta_m-2.23—Unverified
#ModelMetricClaimedVerifiedStatus
1LETRFH83.3—Unverified