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

DB-PMAE: Dual-Branch Prototypical Masked AutoEncoder with locality for domain robust speaker verification INTERSPEECH 2024

A Cross-Attention Layer coupled with Multimodal Fusion Methods for Recognizing Depression from Spontaneous Speech INTERSPEECH 2024

Query-by-Example Keyword Spotting Using Spectral-Temporal Graph Attentive Pooling and Multi-Task Learning INTERSPEECH 2024

MultiPA: A Multi-task Speech Pronunciation Assessment Model for Open Response Scenarios INTERSPEECH 2024

AMAGO-2: Breaking the Multi-Task Barrier in Meta-Reinforcement Learning with Transformers NIPS 2024

VMT-Adapter: Parameter-Efficient Transfer Learning for Multi-Task Dense Scene Understanding AAAI 2024

End-to-End Real-World Polyphonic Piano Audio-to-Score Transcription with Hierarchical Decoding IJCAI 2024

Learning Multi-Task Sparse Representation Based on Fisher Information AAAI 2024

A Transfer Approach Using Graph Neural Networks in Deep Reinforcement Learning AAAI 2024

Efficient Deweahter Mixture-of-Experts with Uncertainty-Aware Feature-Wise Linear Modulation AAAI 2024

Remote Sensing for Water Quality: A Multi-Task, Metadata-Driven Hypernetwork Approach IJCAI 2024

Twin-Merging: Dynamic Integration of Modular Expertise in Model Merging NIPS 2024

Towards a "Universal Translator" for Neural Dynamics at Single-Cell, Single-Spike Resolution NIPS 2024

For the Misgendered Chinese in Gender Bias Research: Multi-Task Learning with Knowledge Distillation for Pinyin Name Gender Prediction IJCAI 2024

MoDULA: Mixture of Domain-Specific and Universal LoRA for Multi-Task Learning EMNLP 2024

All-in-One Image Coding for Joint Human-Machine Vision with Multi-Path Aggregation NIPS 2024

Uni-Med: A Unified Medical Generalist Foundation Model For Multi-Task Learning Via Connector-MoE NIPS 2024

TA&AT: Enhancing Task-Oriented Dialog with Turn-Level Auxiliary Tasks and Action-Tree Based Scheduled Sampling AAAI 2024

Shopping MMLU: A Massive Multi-Task Online Shopping Benchmark for Large Language Models NIPS 2024

Discovering Creative Behaviors through DUPLEX: Diverse Universal Features for Policy Exploration NIPS 2024

A Backpack Full of Skills: Egocentric Video Understanding with Diverse Task Perspectives CVPR 2024

Functional Graph Convolutional Networks: A Unified Multi-task and Multi-modal Learning Framework to Facilitate Health and Social-Care Insights IJCAI 2024

Biologically Inspired Learning Model for Instructed Vision NIPS 2024

Initializing Services in Interactive ML Systems for Diverse Users NIPS 2024

Universal Segmentation at Arbitrary Granularity with Language Instruction CVPR 2024