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Multi-Task Learning

955 directly classified papers

Papers per year

Papers

Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis AAAI 2021
Boosting Multi-task Learning Through Combination of Task Labels - with Applications in ECG Phenotyping AAAI 2021
Towards Reusable Network Components by Learning Compatible Representations AAAI 2021
Collaborative Group Learning AAAI 2021
Cross-Oilfield Reservoir Classification via Multi-Scale Sensor Knowledge Transfer AAAI 2021
Ada-Segment: Automated Multi-loss Adaptation for Panoptic Segmentation AAAI 2021
Deep Multi-Task Learning for Diabetic Retinopathy Grading in Fundus Images AAAI 2021
Augmented Partial Mutual Learning with Frame Masking for Video Captioning AAAI 2021
Deep Multi-Task Learning for Joint Localization, Perception, and Prediction CVPR 2021
Temporal Pyramid Network for Pedestrian Trajectory Prediction with Multi-Supervision AAAI 2021
Joint Semantic-geometric Learning for Polygonal Building Segmentation AAAI 2021
Exploiting Learnable Joint Groups for Hand Pose Estimation AAAI 2021
Semi-Supervised Learning for Multi-Task Scene Understanding by Neural Graph Consensus AAAI 2021
Decoupled and Memory-Reinforced Networks: Towards Effective Feature Learning for One-Step Person Search AAAI 2021
NoahNMT at WMT 2021: Dual Transfer for Very Low Resource Supervised Machine Translation EMNLP 2021
Exploring Multitask Learning for Low-Resource Abstractive Summarization EMNLP 2021
Papago’s Submission for the WMT21 Quality Estimation Shared Task EMNLP 2021
Improving Multiple Object Tracking With Single Object Tracking CVPR 2021
Multi-Stage Progressive Image Restoration CVPR 2021
Evidence Selection as a Token-Level Prediction Task EMNLP 2021
Amalgamating Knowledge From Heterogeneous Graph Neural Networks CVPR 2021
Netmarble AI Center’s WMT21 Automatic Post-Editing Shared Task Submission EMNLP 2021
Graph Reasoning with Context-Aware Linearization for Interpretable Fact Extraction and Verification EMNLP 2021
Glance and Gaze: Inferring Action-Aware Points for One-Stage Human-Object Interaction Detection CVPR 2021
Ensembling of Distilled Models from Multi-task Teachers for Constrained Resource Language Pairs EMNLP 2021