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 2301–2350 of 3687 papers

TitleStatusHype
Multi-task learning for Joint Language Understanding and Dialogue State Tracking—0
Multi-task Learning for Joint Re-identification, Team Affiliation, and Role Classification for Sports Visual Tracking—0
Multi-Task Learning for Joint Semantic Role and Proto-Role Labeling—0
Knowledge-aware Complementary Product Representation Learning—0
Dual-Balancing for Multi-Task Learning—0
Transformative Machine Learning—0
Transformer-based Approach for Predicting Chemical Compound Structures—0
Multi-Task Learning for Lung sound & Lung disease classification—0
Adaptive Neural Ranking Framework: Toward Maximized Business Goal for Cascade Ranking Systems—0
Multi-task Learning for Macromolecule Classification, Segmentation and Coarse Structural Recovery in Cryo-Tomography—0
Multitask Learning for Mental Health Conditions with Limited Social Media Data—0
Multi-Task Learning for Mental Health using Social Media Text—0
Artificial Intelligence for Dementia Research Methods Optimization—0
Transformer-based Multimodal Information Fusion for Facial Expression Analysis—0
Multi-Task Learning for Multi-Dimensional Regression: Application to Luminescence Sensing—0
Multi-task Learning for Multilingual Neural Machine Translation—0
Multi-task Learning for Multi-modal Emotion Recognition and Sentiment Analysis—0
Multi-Task Learning for Multiple Language Translation—0
Multi-task Learning for Natural Language Generation in Task-Oriented Dialogue—0
Multi-task learning for natural language processing in the 2020s: where are we going?—0
ZPR2: Joint Zero Pronoun Recovery and Resolution using Multi-Task Learning and BERT—0
Multi-task Learning for Optical Coherence Tomography Angiography (OCTA) Vessel Segmentation—0
Multi-task Learning for Paraphrase Generation With Keyword and Part-of-Speech Reconstruction—0
Multi-task Learning for Personal Health Mention Detection on Social Media—0
Multi-Task Learning for Post-transplant Cause of Death Analysis: A Case Study on Liver Transplant—0
argmax centroid—0
Multi-task Learning for Real-time Autonomous Driving Leveraging Task-adaptive Attention Generator—0
Multitask learning for recognizing stress and depression in social media—0
Multi-Task Learning For Reduced Popularity Bias In Multi-Territory Video Recommendations—0
A Residual Multi-task Network for Joint Classification and Regression in Medical Imaging—0
Transformer-based Multi-Task Learning for Adverse Effect Mention Analysis in Tweets—0
Where is the Model Looking At?--Concentrate and Explain the Network Attention—0
Multi-Task Learning for Semantic Parsing with Cross-Domain Sketch—0
Multi-Task Learning for Sequence Tagging: An Empirical Study—0
Multi-Task Learning for Situated Multi-Domain End-to-End Dialogue Systems—0
Multi-task Learning for Source Attribution and Field Reconstruction for Methane Monitoring—0
A Refined End-to-End Discourse Parser—0
Adaptive Multi-Task Lasso: with Application to eQTL Detection—0
Multi-Task Learning for Speaker-Role Adaptation in Neural Conversation Models—0
Multi-task Learning for Speaker Verification and Voice Trigger Detection—0
Adaptive multi-gradient methods for quasiconvex vector optimization and applications to multi-task learning—0
Adaptive Knowledge Sharing in Multi-Task Learning: Improving Low-Resource Neural Machine Translation—0
Multi-task Learning for Universal Sentence Embeddings: A Thorough Evaluation using Transfer and Auxiliary Tasks—0
Trans-Glasso: A Transfer Learning Approach to Precision Matrix Estimation—0
Multi-task learning for virtual flow metering—0
Multi-Task Learning for Visual Scene Understanding—0
Multi-task Learning for Voice Trigger Detection—0
Multi Task Learning For Zero Shot Performance Prediction of Multilingual Models—0
Transitive Invariance for Self-supervised Visual Representation Learning—0
Multi-Task Learning Framework for Mining Crowd Intelligence towards Clinical Treatment—0
Show:102550
← PrevPage 47 of 74Next →
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