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 2451–2475 of 3687 papers

TitleStatusHype
Multi-Task Neural Processes—0
Multi-task Online Learning for Probabilistic Load Forecasting—0
Over-the-Air Federated Multi-Task Learning—0
Gaining Extra Supervision via Multi-task learning for Multi-Modal Video Question Answering—0
Multi-task Prediction of Patient Workload—0
An Unsupervised Multiple-Task and Multiple-Teacher Model for Cross-lingual Named Entity Recognition—0
TuneNSearch: a hybrid transfer learning and local search approach for solving vehicle routing problems—0
MTP: Multi-Task Pruning for Efficient Semantic Segmentation Networks—0
Multi-Task Pseudo-Label Learning for Non-Intrusive Speech Quality Assessment Model—0
Answering while Summarizing: Multi-task Learning for Multi-hop QA with Evidence Extraction—0
Multi-task Recurrent Neural Networks to Simultaneously Infer Mode and Purpose in GPS Trajectories—0
A Novel Multi-Task Tensor Correlation Neural Network for Facial Attribute Prediction—0
A Novel Multi-Task Model Imitating Dermatologists for Accurate Differential Diagnosis of Skin Diseases in Clinical Images—0
TUPA at MRP 2019: A Multi-Task Baseline System—0
Multi-task Representation Learning with Stochastic Linear Bandits—0
Multi-Task Self-Supervised Learning for Image Segmentation Task—0
Multi-Task Self-Supervised Object Detection via Recycling of Bounding Box Annotations—0
Multi-Task Self-Supervised Pre-Training for Music Classification—0
Multi-Task Self-Supervised Time-Series Representation Learning—0
Multi-Task Self-Training for Learning General Representations—0
TUTORING: Instruction-Grounded Conversational Agent for Language Learners—0
Multi-task Semi-supervised Learning for Pulmonary Lobe Segmentation—0
Multi-task Sentence Encoding Model for Semantic Retrieval in Question Answering Systems—0
Multi-task Sequence to Sequence Learning—0
Multi-Task Siamese Neural Network for Improving Replay Attack Detection—0
Show:102550
← PrevPage 99 of 148Next →
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