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

PixTalk: Controlling Photorealistic Image Processing and Editing with Language ICCV 2025

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

Resolving Token-Space Gradient Conflicts: Token Space Manipulation for Transformer-Based Multi-Task Learning ICCV 2025

Enhancing Detection of Relationship Abuse in Text with Multi-task Learning (Student Abstract) AAAI 2025

Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection ICCV 2025

MTL-LoRA: Low-Rank Adaptation for Multi-Task Learning AAAI 2025

Bagging-Expert Network for Multi-Task Learning: A Depolarization Solution in Multi-Gate Mixture-of-Experts AAAI 2025

Efficient Depth Estimation for Unstable Stereo Camera Systems on AR Glasses CVPR 2025

TokenHSI: Unified Synthesis of Physical Human-Scene Interactions through Task Tokenization CVPR 2025

ID-GMLM: Intelligent Decision-Making with Integrated Graph Models and Large Language Models AAAI 2025

Promoting Knowledge Base Question Answering by Directing LLMs to Generate Task-relevant Logical Forms AAAI 2025

Advancing Visual Large Language Model for Multi-granular Versatile Perception ICCV 2025

TaCL-CoMoE: Task-adaptive Contrastive Learning with Cooperative Mixture of Experts for Multi-task Social Media Analysis IJCNLP 2025

MSA2: Multi-task Framework with Structure-aware and Style-adaptive Character Representation for Open-set Chinese Text Recognition ICCV 2025

SAMO: A Lightweight Sharpness-Aware Approach for Multi-Task Optimization with Joint Global-Local Perturbation ICCV 2025

HeMeNet: Heterogeneous Multichannel Equivariant Network for Protein Multi-task Learning AAAI 2025

Exploring Multimodal Relation Extraction of Hierarchical Tabular Data with Multi-task Learning ACL 2025

HGMP: Heterogeneous Graph Multi-Task Prompt Learning IJCAI 2025

Regret Analysis of Multi-task Representation Learning for Linear-Quadratic Adaptive Control AAAI 2025

Accessible, At-Home Detection of Parkinson’s Disease via Multi-Task Video Analysis AAAI 2025

Just a Scratch: Enhancing LLM Capabilities for Self-harm Detection through Intent Differentiation and Emoji Interpretation ACL 2025

Beyond Losses Reweighting: Empowering Multi-Task Learning via the Generalization Perspective ICCV 2025

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training ICCV 2025

A Multi-Task Supervised Compression Model for Split Computing WACV 2025

MTGIB-UNet: A Multi-Task Graph Information Bottleneck and Uncertainty Weighted Network for ADMET Prediction IJCAI 2025