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multi-task learning

2556 papers

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Also known as

MTL MTTL MTLN

Co-occurring keywords

transfer learning (5442) text classification (6776) representation learning (6174) neural network (6616) named entity recognition (2801) large language model (12755) domain adaptation (4578) knowledge distillation (3680) attention mechanism (3975) sentiment analysis (2079)

Papers

Improving Multiple Documents Grounded Goal-Oriented Dialog Systems via Diverse Knowledge Enhanced Pretrained Language Model ACL 2022
LipKey: A Large-Scale News Dataset for Absent Keyphrases Generation and Abstractive Summarization COLING 2022
Joint Video Summarization and Moment Localization by Cross-Task Sample Transfer CVPR 2022
3DJCG: A Unified Framework for Joint Dense Captioning and Visual Grounding on 3D Point Clouds CVPR 2022
Am I No Good? Towards Detecting Perceived Burdensomeness and Thwarted Belongingness from Suicide Notes IJCAI 2022
Targeted Multimodal Sentiment Classification based on Coarse-to-Fine Grained Image-Target Matching IJCAI 2022
Contrastive Decision Transformers CORL 2022
Multi-Task Personalized Learning with Sparse Network Lasso IJCAI 2022
HyperPrompt: Prompt-based Task-Conditioning of Transformers ICML 2022
FPC: Fine-tuning with Prompt Curriculum for Relation Extraction AACL 2022
A Unified Model for Reverse Dictionary and Definition Modelling AACL 2022
Pareto navigation gradient descent: a first-order algorithm for optimization in pareto set UAI 2022
Uni-Perceiver-MoE: Learning Sparse Generalist Models with Conditional MoEs NIPS 2022
Hierarchical Bayesian Bandits AISTATS 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
College Student Retention Risk Analysis from Educational Database Using Multi-Task Multi-Modal Neural Fusion AAAI 2022
CTIN: Robust Contextual Transformer Network for Inertial Navigation AAAI 2022
MTGLS: Multi-Task Gaze Estimation With Limited Supervision WACV 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
Module-Aware Optimization for Auxiliary Learning NIPS 2022
Hierarchical Multi-task learning framework for Isometric-Speech Language Translation ACL 2022
Arch-Graph: Acyclic Architecture Relation Predictor for Task-Transferable Neural Architecture Search CVPR 2022