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Multi-Task Learning

955 directly classified papers

Papers per year

Papers

Select and Augment: Enhanced Dense Retrieval Knowledge Graph Augmentation (Abstract Reprint) AAAI 2024
AV-RIR: Audio-Visual Room Impulse Response Estimation CVPR 2024
Towards Explainable Joint Models via Information Theory for Multiple Intent Detection and Slot Filling AAAI 2024
Multi-world Model in Continual Reinforcement Learning AAAI 2024
SmartRefine: A Scenario-Adaptive Refinement Framework for Efficient Motion Prediction CVPR 2024
STEM: Unleashing the Power of Embeddings for Multi-Task Recommendation AAAI 2024
Decoupling Representation and Knowledge for Few-Shot Intent Classification and Slot Filling AAAI 2024
Are Machines Better at Complex Reasoning? Unveiling Human-Machine Inference Gaps in Entailment Verification ACL 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
Event-based Visible and Infrared Fusion via Multi-task Collaboration CVPR 2024
DME: Unveiling the Bias for Better Generalized Monocular Depth Estimation AAAI 2024
Make Lossy Compression Meaningful for Low-Light Images AAAI 2024
Hybrid-SORT: Weak Cues Matter for Online Multi-Object Tracking AAAI 2024
One Self-Configurable Model to Solve Many Abstract Visual Reasoning Problems AAAI 2024
Learning Time Slot Preferences via Mobility Tree for Next POI Recommendation AAAI 2024
PostureHMR: Posture Transformation for 3D Human Mesh Recovery CVPR 2024
YNU-HPCC at SIGHAN-2024 dimABSA Task: Using PLMs with a Joint Learning Strategy for Dimensional Intensity Prediction ACL 2024
A Joint Coreference-Aware Approach to Document-Level Target Sentiment Analysis ACL 2024
AT4CTR: Auxiliary Match Tasks for Enhancing Click-Through Rate Prediction AAAI 2024
BioT5+: Towards Generalized Biological Understanding with IUPAC Integration and Multi-task Tuning ACL 2024
Task-Customized Mixture of Adapters for General Image Fusion CVPR 2024
Model Adaptation for Time Constrained Embodied Control CVPR 2024
Regressor-Segmenter Mutual Prompt Learning for Crowd Counting CVPR 2024
Hierarchical Diffusion Policy for Kinematics-Aware Multi-Task Robotic Manipulation CVPR 2024