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Multi-Task Learning

2117 directly classified papers

Papers per year

Papers

Unifying Molecular and Textual Representations via Multi-task Language Modelling ICML 2023
Boundary-Enhanced Co-Training for Weakly Supervised Semantic Segmentation CVPR 2023
Pareto Manifold Learning: Tackling multiple tasks via ensembles of single-task models ICML 2023
Multitask Pretraining with Structured Knowledge for Text-to-SQL Generation ACL 2023
Batch Model Consolidation: A Multi-Task Model Consolidation Framework CVPR 2023
Multi-task Representation Learning with Stochastic Linear Bandits AISTATS 2023
Universal Instance Perception As Object Discovery and Retrieval CVPR 2023
TarViS: A Unified Approach for Target-Based Video Segmentation CVPR 2023
FAME-ViL: Multi-Tasking Vision-Language Model for Heterogeneous Fashion Tasks CVPR 2023
MDL-NAS: A Joint Multi-Domain Learning Framework for Vision Transformer CVPR 2023
Universal Morphology Control via Contextual Modulation ICML 2023
Language Adaptive Weight Generation for Multi-Task Visual Grounding CVPR 2023
Egocentric Video Task Translation CVPR 2023
Everyone’s Preference Changes Differently: A Weighted Multi-Interest Model For Retrieval ICML 2023
Category Query Learning for Human-Object Interaction Classification CVPR 2023
Flexible and Efficient Contextual Bandits with Heterogeneous Treatment Effect Oracles AISTATS 2023
Improving Bi-level Optimization Based Methods with Inspiration from Humans’ Classroom Study Techniques ICML 2023
Promoting Gender Equality through Gender-biased Language Analysis in Social Media IJCAI 2023
Antarlekhaka: A Comprehensive Tool for Multi-task Natural Language Annotation EMNLP 2023
Neuralizer: General Neuroimage Analysis Without Re-Training CVPR 2023
UM6P & UL at WojoodNER shared task: Improving Multi-Task Learning for Flat and Nested Arabic Named Entity Recognition EMNLP 2023
Learning Semantic Role Labeling from Compatible Label Sequences EMNLP 2023
Closed Boundary Learning for Classification Tasks with the Universum Class EMNLP 2023
Sub-network Discovery and Soft-masking for Continual Learning of Mixed Tasks EMNLP 2023
Dialogue Act-Aided Backchannel Prediction Using Multi-Task Learning EMNLP 2023