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Multi-Task Learning

2117 directly classified papers

Papers per year

Papers

A Unified Framework to BRIDGE Complete and Incomplete Deep Multi-View Clustering under Non-IID Missing Patterns ICCV 2025
STEM-LTS: Integrating Semantic-Temporal Dynamics in LLM-driven Time Series Analysis AAAI 2025
Orchestrating the Symphony of Prompt Distribution Learning for Human-Object Interaction Detection AAAI 2025
Navigating Label Ambiguity for Facial Expression Recognition in the Wild AAAI 2025
Few-Shot Incremental Learning via Foreground Aggregation and Knowledge Transfer for Audio-Visual Semantic Segmentation AAAI 2025
TB-HSU: Hierarchical 3D Scene Understanding with Contextual Affordances AAAI 2025
Sparsity Outperforms Low-Rank Projections in Few-Shot Adaptation ICCV 2025
JuniperLiu at CoMeDi Shared Task: Models as Annotators in Lexical Semantics Disagreements COLING 2025
Robust Logit Adjustment for Learning with Long-Tailed Noisy Data AAAI 2025
Feature Decomposition-Augmentation Network for Multimodal Sentiment Analysis IJCNLP 2025
Multilingual Iterative Model Pruning: What Matters? IJCNLP 2025
wavCSE: Learning Fixed-size Unified Speech Embeddings via Feature-based Multi-Task Learning IJCNLP 2025
Beyond Classification: Towards Speech Emotion Reasoning with Multitask AudioLLMs IJCNLP 2025
Whose story is it? Personalizing story generation by inferring author styles IJCNLP 2025
DSLNLP@NLU of Devanagari Script Languages 2025: Leveraging BERT-based Architectures for Language Identification, Hate Speech Detection and Target Classification COLING 2025
Text Generation Models for Luxembourgish with Limited Data: A Balanced Multilingual Strategy COLING 2025
Advacheck at GenAI Detection Task 1: AI Detection Powered by Domain-Aware Multi-Tasking COLING 2025
Balancing Task-invariant Interaction and Task-specific Adaptation for Unified Image Fusion ICCV 2025
MultiProp Framework: Ensemble Models for Enhanced Cross-Lingual Propaganda Detection in Social Media and News using Data Augmentation, Text Segmentation, and Meta-Learning COLING 2025
SAMO: A Lightweight Sharpness-Aware Approach for Multi-Task Optimization with Joint Global-Local Perturbation ICCV 2025
Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image ICCV 2025
Spatial Coordinates as a Cell Language: A Multi-Sentence Framework for Imaging Mass Cytometry Analysis ACL 2025
BuDDIE: A Business Document Dataset for Multi-task Information Extraction COLING 2025
TaxoAdapt: Aligning LLM-Based Multidimensional Taxonomy Construction to Evolving Research Corpora ACL 2025
MT2ST: Adaptive Multi-Task to Single-Task Learning ACL 2025