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

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

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

Distribution Matching for Multi-Task Learning of Classification Tasks: A Large-Scale Study on Faces & Beyond AAAI 2024

MCSSME: Multi-Task Contrastive Learning for Semi-supervised Singing Melody Extraction from Polyphonic Music AAAI 2024

Continual Relation Extraction via Sequential Multi-Task Learning AAAI 2024

Universal Segmentation at Arbitrary Granularity with Language Instruction CVPR 2024

Self-Supervised Embeddings for Detecting Individual Symptoms of Depression INTERSPEECH 2024

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

Hierarchical Multi-Task Learning with CTC and Recursive Operation INTERSPEECH 2024

Fine-Tuning Automatic Speech Recognition for People with Parkinson's: An Effective Strategy for Enhancing Speech Technology Accessibility INTERSPEECH 2024

Finding Task-specific Subnetworks in Multi-task Spoken Language Understanding Model INTERSPEECH 2024

On the Success and Limitations of Auxiliary Network Based Word-Level End-to-End Neural Speaker Diarization INTERSPEECH 2024

Variation Spaces for Multi-Output Neural Networks: Insights on Multi-Task Learning and Network Compression JMLR 2024

Noise-aware Speech Enhancement using Diffusion Probabilistic Model INTERSPEECH 2024

Multi-Task Dense Prediction via Mixture of Low-Rank Experts CVPR 2024

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

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

PERSONA: an application for emotion recognition, gender recognition and age estimation 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

Speaker- and Text-Independent Estimation of Articulatory Movements and Phoneme Alignments from Speech INTERSPEECH 2024

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

InstructEdit: Instruction-Based Knowledge Editing for Large Language Models IJCAI 2024

IITK at SemEval-2024 Task 4: Hierarchical Embeddings for Detection of Persuasion Techniques in Memes NAACL 2024