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multi-task learning

2575 papers

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MTL

Co-occurring keywords

transfer learning (5449) text classification (6793) representation learning (6206) neural network (6616) named entity recognition (2813) large language model (13587) domain adaptation (4595) knowledge distillation (3725) attention mechanism (4001) sentiment analysis (2084)

Papers

Active Learning for Multiple Target Models NIPS 2022
Improving Multi-Task Generalization via Regularizing Spurious Correlation NIPS 2022
Perceiver-Actor: A Multi-Task Transformer for Robotic Manipulation CORL 2022
Efficient and Effective Multi-task Grouping via Meta Learning on Task Combinations NIPS 2022
Uni-Perceiver-MoE: Learning Sparse Generalist Models with Conditional MoEs NIPS 2022
Association Graph Learning for Multi-Task Classification with Category Shifts NIPS 2022
Hierarchical Bayesian Bandits AISTATS 2022
On Privacy and Personalization in Cross-Silo Federated Learning NIPS 2022
AutoMTL: A Programming Framework for Automating Efficient Multi-Task Learning NIPS 2022
Geometry-aware Two-scale PIFu Representation for Human Reconstruction NIPS 2022
M³ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task Learning with Model-Accelerator Co-design NIPS 2022
Principle of relevant information for graph sparsification UAI 2022
College Student Retention Risk Analysis from Educational Database Using Multi-Task Multi-Modal Neural Fusion AAAI 2022
MaChAmp at SemEval-2022 Tasks 2, 3, 4, 6, 10, 11, and 12: Multi-task Multi-lingual Learning for a Pre-selected Set of Semantic Datasets NAACL 2022
Joint Video Summarization and Moment Localization by Cross-Task Sample Transfer CVPR 2022
CTIN: Robust Contextual Transformer Network for Inertial Navigation AAAI 2022
SHIFT: A Synthetic Driving Dataset for Continuous Multi-Task Domain Adaptation CVPR 2022
Coarse-to-Fine: Hierarchical Multi-task Learning for Natural Language Understanding COLING 2022
TransMEF: A Transformer-Based Multi-Exposure Image Fusion Framework Using Self-Supervised Multi-Task Learning AAAI 2022
Adversarial Robustness in Multi-Task Learning: Promises and Illusions AAAI 2022
MaChAmp at SemEval-2022 Tasks 2, 3, 4, 6, 10, 11, and 12: Multi-task Multi-lingual Learning for a Pre-selected Set of Semantic Datasets SEMEVAL 2022
Module-Aware Optimization for Auxiliary Learning NIPS 2022
Arch-Graph: Acyclic Architecture Relation Predictor for Task-Transferable Neural Architecture Search CVPR 2022
Improving Multiple Documents Grounded Goal-Oriented Dialog Systems via Diverse Knowledge Enhanced Pretrained Language Model ACL 2022
Hierarchical Multi-task learning framework for Isometric-Speech Language Translation ACL 2022