← Core Methods
Machine Learning › Core Methods ›

Multi-Task Learning

210 directly classified papers

Papers per year

Papers

SymNet: A Multi-Task Network for Joint Radio Map Reconstruction and Transmitter Localization WACV 2026
LiBrain: LLM-Powered Li-ion Battery Diagnostics with Time-Series-Aware Retrieval-Augmented Framework for E-bikes AAAI 2026
Mixture of Experts Based Multi-Task Supervise Learning from Crowds AAAI 2025
NeKo: Cross-Modality Post-Recognition Error Correction with Tasks-Guided Mixture-of-Experts Language Model ACL 2025
Towards Consistent Multi-Task Learning: Unlocking the Potential of Task-Specific Parameters CVPR 2025
Correlative and Discriminative Label Grouping for Multi-Label Visual Prompt Tuning CVPR 2025
ArgHiTZ at ArchEHR-QA 2025: A Two-Step Divide and Conquer Approach to Patient Question Answering for Top Factuality ACL 2025
UniVG: A Generalist Diffusion Model for Unified Image Generation and Editing ICCV 2025
HAMoBE: Hierarchical and Adaptive Mixture of Biometric Experts for Video-based Person ReID ICCV 2025
Biased Incomplete Multi-View Learning AAAI 2025
Z-Magic: Zero-shot Multiple Attributes Guided Image Creator CVPR 2025
Typology-Guided Adaptation in Multilingual Models ACL 2025
Synapse@DravidianLangTech 2025: Multiclass Political Sentiment Analysis in Tamil X (Twitter) Comments: Leveraging Feature Fusion of IndicBERTv2 and Lexical Representations NAACL 2025
An Address Intelligence Framework for E-commerce Deliveries EMNLP 2025
TagRouter: Learning Route to LLMs through Tags for Open-Domain Text Generation Tasks ACL 2025
LoRACoE: Improving Large Language Model via Composition-based LoRA Expert EMNLP 2025
FW-Merging: Scaling Model Merging with Frank-Wolfe Optimization ICCV 2025
M2EIT: Multi-Domain Mixture of Experts for Robust Neural Inertial Tracking ICCV 2025
Incomplete Multi-modal Brain Tumor Segmentation via Learnable Sorting State Space Model CVPR 2025
NLIP at BEA 2025 Shared Task: Evaluation of Pedagogical Ability of AI Tutors ACL 2025
MultiSFL: Towards Accurate Split Federated Learning via Multi-Model Aggregation and Knowledge Replay AAAI 2025
An Information-theoretic Multi-task Representation Learning Framework for Natural Language Understanding AAAI 2025
PSMGD: Periodic Stochastic Multi-Gradient Descent for Fast Multi-Objective Optimization AAAI 2025
PROPER: A Progressive Learning Framework for Personalized Large Language Models with Group-Level Adaptation ACL 2025
SmolLab_SEU at BEA 2025 Shared Task: A Transformer-Based Framework for Multi-Track Pedagogical Evaluation of AI-Powered Tutors ACL 2025