multi-task learning

2556 papers

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Also known as

MTL MTTL MTLN

Co-occurring keywords

transfer learning (5442) text classification (6776) representation learning (6174) neural network (6616) named entity recognition (2801) large language model (12755) domain adaptation (4578) knowledge distillation (3680) attention mechanism (3975) sentiment analysis (2079)

Papers

Soft Conflict-Resolution Decision Transformer for Offline Multi-Task Reinforcement Learning AAAI 2026

Scalable Multi-Objective and Meta Reinforcement Learning via Gradient Estimation AAAI 2026

D2MoRA: Diversity-Regulated Asymmetric MoE-LoRA Decomposition for Efficient Multi-Task Adaptation AAAI 2026

Bridging Scale Discrepancies in Robotic Control via Language-Based Action Representations AAAI 2026

DINOv3-Powered Multi-Task Foundation Model for Quantitative Remote Sensing Estimation (Student Abstract) AAAI 2026

AortaDiff: A Unified Multitask Diffusion Framework for Contrast-Free AAA Imaging WACV 2026

StreetView-Waste: A Multi-Task Dataset for Urban Waste Management WACV 2026

Occlusion Boundary and Depth: Mutual Enhancement via Multi-Task Learning WACV 2026

SSMT-Net: A Semi-Supervised Multitask Transformer-Based Network for Thyroid Nodule Segmentation in Ultrasound Images WACV 2026

Mem-MLP: Real-Time 3D Human Motion Generation from Sparse Inputs WACV 2026

MAFM3: Modular Adaptation of Foundation Models for Multi-Modal Medical AI WACV 2026

An improved Code-Switching Detection System for some Indic Languages EACL 2026

FAID: Fine-grained AI-generated Text Detection using Multi-task Auxiliary and Multi-level Contrastive Learning EACL 2026

Multi-dimensional Neural Decoding with Orthogonal Representations for Brain-Computer Interfaces AAAI 2026

Large Connectome Model: An fMRI Foundation Model of Brain Connectomes Empowered by Brain-Environment Interaction in Multitask Learning Landscape AAAI 2026

ICM-Fusion: In-Context Meta-Optimized LoRA Fusion for Multi-Task Adaptation AAAI 2026

Decoupling Scene Perception and Ego Status: A Multi-Context Fusion Approach for Enhanced Generalization in End-to-End Autonomous Driving AAAI 2026

Fine-Grained DINO Tuning with Dual Supervision for Face Forgery Detection AAAI 2026

Stable and Adaptive Fusion for Multi-domain Multi-task Recommendation AAAI 2026

Physics-Guided Foundation Model for Scientific Discovery: An Application to Aquatic Science AAAI 2025

Supervised Learning with Evolving Tasks and Performance Guarantees JMLR 2025

No More Tuning: Prioritized Multi-Task Learning with Lagrangian Differential Multiplier Methods AAAI 2025

Learning from Similar Linear Representations: Adaptivity, Minimaxity, and Robustness JMLR 2025

Multi-task Visual Grounding with Coarse-to-Fine Consistency Constraints AAAI 2025

Debiased All-in-one Image Restoration with Task Uncertainty Regularization AAAI 2025