conftrace_

shared representation

25 papers

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Co-occurring keywords

multi-task learning (2575) transfer learning (5449) representation learning (6206) feature learning (1311) convolutional neural network (4226) multitask learning (352) emotion classification (291) event extraction (390) contextualized embedding (193) temporal relation extraction (61)

Papers

Rep-MTL: Unleashing the Power of Representation-level Task Saliency for Multi-Task Learning ICCV 2025
DePRL: Achieving Linear Convergence Speedup in Personalized Decentralized Learning with Shared Representations AAAI 2024
BLOCSUM: Block Scope-based Source Code Summarization via Shared Block Representation ACL 2023
Unsupervised Code-switched Text Generation from Parallel Text INTERSPEECH 2023
Generative Modeling for Multi-task Visual Learning ICML 2022
Towards Label-Agnostic Emotion Embeddings EMNLP 2021
Plug-and-Play Domain Adaptation for Cross-Subject EEG-based Emotion Recognition AAAI 2021
Automatic ICD Coding via Interactive Shared Representation Networks with Self-distillation Mechanism ACL 2021
Efficient Facial Feature Learning with Wide Ensemble-Based Convolutional Neural Networks AAAI 2020
DUT-NLP at MEDIQA 2019: An Adversarial Multi-Task Network to Jointly Model Recognizing Question Entailment and Question Answering ACL 2019
Joint Event and Temporal Relation Extraction with Shared Representations and Structured Prediction IJCNLP 2019
Joint Event and Temporal Relation Extraction with Shared Representations and Structured Prediction EMNLP 2019
Cross-Lingual Learning-to-Rank with Shared Representations NAACL 2018
SRL4ORL: Improving Opinion Role Labeling Using Multi-Task Learning with Semantic Role Labeling NAACL 2018
Partially Shared Multi-Task Convolutional Neural Network With Local Constraint for Face Attribute Learning CVPR 2018
deepSA2018 at SemEval-2018 Task 1: Multi-task Learning of Different Label for Affect in Tweets SEMEVAL 2018
Neural Machine Translation into Language Varieties EMNLP 2018
Effective shared representations with Multitask Learning for Community Question Answering EACL 2017
Cross-Stitch Networks for Multi-Task Learning CVPR 2016
Integrated perception with recurrent multi-task neural networks NIPS 2016
MMSS: Multi-Modal Sharable and Specific Feature Learning for RGB-D Object Recognition ICCV 2015
Exploiting Unrelated Tasks in Multi-Task Learning AISTATS 2012
Multitask Sparsity via Maximum Entropy Discrimination JMLR 2011
Learning Multiple Tasks using Manifold Regularization NIPS 2010
Multi-Task Feature Learning NIPS 2006