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

Diffusion-Based Visual Anagram as Multi-Task Learning WACV 2025

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

Robust Long-Range Perception Against Sensor Misalignment in Autonomous Vehicles WACV 2025

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

Enhancing Monocular Depth Estimation with Multi-Source Auxiliary Tasks WACV 2025

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

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

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

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

Foundation X: Integrating Classification Localization and Segmentation through Lock-Release Pretraining Strategy for Chest X-ray Analysis WACV 2025

Multi-modal Deepfake Detection via Multi-task Audio-Visual Prompt Learning AAAI 2025

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

Improving Dialectal Slot and Intent Detection with Auxiliary Tasks: A Multi-Dialectal Bavarian Case Study COLING 2025

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

FaceXFormer: A Unified Transformer for Facial Analysis ICCV 2025

CALM: Consensus-Aware Localized Merging for Multi-Task Learning ICML 2025

MALoRA: Mixture of Asymmetric Low-Rank Adaptation for Enhanced Multi-Task Learning NAACL 2025

Synthetic Empathy: Generating and Evaluating Artificial Psychotherapy Dialogues to Detect Empathy in Counseling Sessions NAACL 2025

cocoa at SemEval-2025 Task 10: Prompting vs. Fine-Tuning: A Multilevel Approach to Propaganda Classification SEMEVAL 2025

Towards Better Multi-task Learning: A Framework for Optimizing Dataset Combinations in Large Language Models NAACL 2025

Zuifeng at SemEval-2025 Task 9: Multitask Learning with Fine-Tuned RoBERTa for Food Hazard Detection SEMEVAL 2025

CrowdMAC: Masked Crowd Density Completion for Robust Crowd Density Forecasting WACV 2025

Zuifeng at SemEval-2025 Task 9: Multitask Learning with Fine-Tuned RoBERTa for Food Hazard Detection ACL 2025

Exploring the Application of 7B LLMs for Named Entity Recognition in Chinese Ancient Texts NAACL 2025

EMatch: A Unified Framework for Event-based Optical Flow and Stereo Matching ICCV 2025