Multi-Task Learning

Finite-Time Frequentist Regret Bounds of Multi-Agent Thompson Sampling on Sparse Hypergraphs AAAI 2024 First-Order Minimax Bilevel Optimization NeurIPS 2024 FishTrack23: An Ensemble Underwater Dataset for Multi-Object Tracking WACV 2024 Formal Logic Enabled Personalized Federated Learning through Property Inference AAAI 2024 For the Misgendered Chinese in Gender Bias Research: Multi-Task Learning with Knowledge Distillation for Pinyin Name Gender Prediction IJCAI 2024 FRoG-MOT: Fast and Robust Generic Multiple-Object Tracking by IoU and Motion-State Associations WACV 2024 Functional Graph Convolutional Networks: A Unified Multi-task and Multi-modal Learning Framework to Facilitate Health and Social-Care Insights IJCAI 2024 Fusing Individualized Treatment Rules Using Secondary Outcomes AISTATS 2024 Generalizable Whole Slide Image Classification with Fine-Grained Visual-Semantic Interaction CVPR 2024 Geo-Encoder: A Chunk-Argument Bi-Encoder Framework for Chinese Geographic Re-Ranking EACL 2024 GLDL: Graph Label Distribution Learning AAAI 2024 GO4Align: Group Optimization for Multi-Task Alignment NeurIPS 2024 Groupwise Query Specialization and Quality-Aware Multi-Assignment for Transformer-based Visual Relationship Detection CVPR 2024 HAMiSoN-Ensemble at ClimateActivism 2024: Ensemble of RoBERTa, Llama 2, and Multi-task for Stance Detection EACL 2024 HAMiSoN-MTL at ClimateActivism 2024: Detection of Hate Speech, Targets, and Stance using Multi-task Learning EACL 2024 Heterogeneity-aware Clustered Distributed Learning for Multi-source Data Analysis JMLR 2024 Heterogeneity-Guided Client Sampling: Towards Fast and Efficient Non-IID Federated Learning NeurIPS 2024 Hierarchical Diffusion Policy for Kinematics-Aware Multi-Task Robotic Manipulation CVPR 2024 Hierarchical Multi-Task Learning with CTC and Recursive Operation Interspeech 2024 HiFi-Gas: Hierarchical Federated Learning Incentive Mechanism Enhanced Gas Usage Estimation AAAI 2024 Holistic Representation Learning for Multitask Trajectory Anomaly Detection WACV 2024 HOP to the Next Tasks and Domains for Continual Learning in NLP AAAI 2024 How Abilities in Large Language Models are Affected by Supervised Fine-tuning Data Composition ACL 2024 How does Multi-Task Training Affect Transformer In-Context Capabilities? Investigations with Function Classes NAACL 2024 Hybrid Alignment Training for Large Language Models ACL 2024