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Core Methods
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Multi-Task Learning
210 directly classified papers
Papers per year
2008: 1
2009: 2
2011: 3
2012: 5
2013: 9
2014: 6
2015: 4
2016: 7
2017: 2
2018: 10
2019: 13
2020: 21
2021: 23
2022: 25
2023: 25
2024: 25
2025: 27
2026: 2
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
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