Multi-Task Learning

MultiVerse: Efficient and Expressive Zero-Shot Multi-Task Text-to-Speech EMNLP 2024 Multi-world Model in Continual Reinforcement Learning AAAI 2024 NU at WASSA 2024 Empathy and Personality Shared Task: Enhancing Personality Predictions with Knowledge Graphs; A Graphical Neural Network and LightGBM Ensemble Approach ACL 2024 OMG-Seg: Is One Model Good Enough For All Segmentation? CVPR 2024 One2Set + Large Language Model: Best Partners for Keyphrase Generation EMNLP 2024 One Self-Configurable Model to Solve Many Abstract Visual Reasoning Problems AAAI 2024 PEMT: Multi-Task Correlation Guided Mixture-of-Experts Enables Parameter-Efficient Transfer Learning ACL 2024 Physical Consistency Bridges Heterogeneous Data in Molecular Multi-Task Learning NeurIPS 2024 PostureHMR: Posture Transformation for 3D Human Mesh Recovery CVPR 2024 Prompt-Tuned Muti-Task Taxonomic Transformer (PTMTTaxoFormer) EMNLP 2024 PrPSeg: Universal Proposition Learning for Panoramic Renal Pathology Segmentation CVPR 2024 Regressor-Segmenter Mutual Prompt Learning for Crowd Counting CVPR 2024 Remote Sensing for Water Quality: A Multi-Task, Metadata-Driven Hypernetwork Approach IJCAI 2024 ScaLearn: Simple and Highly Parameter-Efficient Task Transfer by Learning to Scale ACL 2024 Select and Augment: Enhanced Dense Retrieval Knowledge Graph Augmentation (Abstract Reprint) AAAI 2024 Selective and Orthogonal Feature Activation for Pedestrian Attribute Recognition AAAI 2024 Semantically-Shifted Incremental Adapter-Tuning is A Continual ViTransformer CVPR 2024 Skeleton-in-Context: Unified Skeleton Sequence Modeling with In-Context Learning CVPR 2024 SLM as Guardian: Pioneering AI Safety with Small Language Model EMNLP 2024 Small LLMs Are Weak Tool Learners: A Multi-LLM Agent EMNLP 2024 SmartRefine: A Scenario-Adaptive Refinement Framework for Efficient Motion Prediction CVPR 2024 SRF: Enhancing Document-Level Relation Extraction with a Novel Secondary Reasoning Framework EMNLP 2024 STEM: Unleashing the Power of Embeddings for Multi-Task Recommendation AAAI 2024 TA&AT: Enhancing Task-Oriented Dialog with Turn-Level Auxiliary Tasks and Action-Tree Based Scheduled Sampling AAAI 2024 Task-aligned Part-aware Panoptic Segmentation through Joint Object-Part Representations CVPR 2024