Browse State-of-the-Art › Multi-Task Learning › Papers, page 15
Multi-Task Learning
Papers archive 2025-07-28
archive papers tagged: 3,687 · with a code link: 1,306 · where Syntology ran a sample: 260 (217 with a run with no instrument failure, 43 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (260 of 3,687 tagged: 217 with a run with no instrument failure, 43 where every run was a failure of Syntology's instrument)
Page 15 of 37: papers 1,401 to 1,500 of 3,687, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.
Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.
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Sharper Risk Bound for Multi-Task Learning with Multi-Graph Dependent Data25 Feb 2025 0 repositories listed
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Zero-shot Load Forecasting for Integrated Energy Systems: A Large Language Model-based Framework with Multi-task Learning24 Feb 2025 0 repositories listed
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Generative Modeling of Individual Behavior at Scale20 Feb 2025 0 repositories listed
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Inter-turbine Modelling of Wind-Farm Power using Multi-task Learning20 Feb 2025 0 repositories listed
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Aligned Multi Objective Optimization19 Feb 2025 0 repositories listed
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Improving Clinical Question Answering with Multi-Task Learning: A Joint Approach for Answer Extraction and Medical Categorization18 Feb 2025 0 repositories listed
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Oreo: A Plug-in Context Reconstructor to Enhance Retrieval-Augmented Generation18 Feb 2025 0 repositories listed
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MaZO: Masked Zeroth-Order Optimization for Multi-Task Fine-Tuning of Large Language Models17 Feb 2025 0 repositories listed
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DT4ECG: A Dual-Task Learning Framework for ECG-Based Human Identity Recognition and Human Activity Detection16 Feb 2025 0 repositories listed
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Direct Preference Optimization-Enhanced Multi-Guided Diffusion Model for Traffic Scenario Generation14 Feb 2025 0 repositories listed
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Towards Transparent and Accurate Plasma State Monitoring at JET14 Feb 2025 0 repositories listed
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Divide and Merge: Motion and Semantic Learning in End-to-End Autonomous Driving11 Feb 2025 0 repositories listed
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Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs11 Feb 2025 0 repositories listed
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WirelessGPT: A Generative Pre-trained Multi-task Learning Framework for Wireless Communication8 Feb 2025 0 repositories listed
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Multi-task Online Learning for Probabilistic Load Forecasting6 Feb 2025 0 repositories listed
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Omni-DNA: A Unified Genomic Foundation Model for Cross-Modal and Multi-Task Learning5 Feb 2025 0 repositories listed
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MotionLab: Unified Human Motion Generation and Editing via the Motion-Condition-Motion Paradigm4 Feb 2025 0 repositories listed
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Learning to Learn Weight Generation via Local Consistency Diffusion3 Feb 2025 0 repositories listed
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Controllable Neural Architectures for Multi-Task Control31 Jan 2025 0 repositories listed
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Citation Recommendation based on Argumentative Zoning of User Queries30 Jan 2025 0 repositories listed
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General Embedding vs. Task-Specific Embedding: A Comparative Approach to Enhancing NLP Performance30 Jan 2025 0 repositories listed
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ISAM-MTL: Cross-subject multi-task learning model with identifiable spikes and associative memory networks30 Jan 2025 0 repositories listed
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Glioma Multimodal MRI Analysis System for Tumor Layered Diagnosis via Multi-task Semi-supervised Learning29 Jan 2025 0 repositories listed
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Stepback: Enhanced Disentanglement for Voice Conversion via Multi-Task Learning26 Jan 2025 0 repositories listed
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Each Rank Could be an Expert: Single-Ranked Mixture of Experts LoRA for Multi-Task Learning25 Jan 2025 0 repositories listed
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ReasVQA: Advancing VideoQA with Imperfect Reasoning Process23 Jan 2025 0 repositories listed
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Meta-Sparsity: Learning Optimal Sparse Structures in Multi-task Networks through Meta-learning21 Jan 2025 0 repositories listed
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ColNet: Collaborative Optimization in Decentralized Federated Multi-task Learning Systems17 Jan 2025 0 repositories listed
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Disentangled Interleaving Variational Encoding15 Jan 2025 0 repositories listed
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15 Jan 2025 0 repositories listed
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Semantic-CD: Remote Sensing Image Semantic Change Detection towards Open-vocabulary Setting12 Jan 2025 0 repositories listed
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AdaPRL: Adaptive Pairwise Regression Learning with Uncertainty Estimation for Universal Regression Tasks10 Jan 2025 0 repositories listed
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Knowledge Transfer in Model-Based Reinforcement Learning Agents for Efficient Multi-Task Learning9 Jan 2025 0 repositories listed
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Regularising NARX models with multi-task learning8 Jan 2025 0 repositories listed
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TADFormer : Task-Adaptive Dynamic Transformer for Efficient Multi-Task Learning8 Jan 2025 0 repositories listed
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BASIC: Semi-supervised Multi-organ Segmentation with Balanced Subclass Regularization and Semantic-conflict Penalty7 Jan 2025 0 repositories listed
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Universal Speaker Embedding Free Target Speaker Extraction and Personal Voice Activity Detection7 Jan 2025 0 repositories listed
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Inverse Design of Optimal Stern Shape with Convolutional Neural Network-based Pressure Distribution6 Jan 2025 0 repositories listed
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DiagrammaticLearning: A Graphical Language for Compositional Training Regimes2 Jan 2025 0 repositories listed
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Vulnerability-Aware Spatio-Temporal Learning for Generalizable and Interpretable Deepfake Video Detection2 Jan 2025 0 repositories listed
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ALIEN: Implicit Neural Representations for Human Motion Prediction under Arbitrary Latency1 Jan 2025 0 repositories listed
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Boosting the Accuracy of Stock Market Prediction via Multi-Layer Hybrid MTL Structure1 Jan 2025 0 repositories listed
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Decouple-Then-Merge: Finetune Diffusion Models as Multi-Task Learning1 Jan 2025 0 repositories listed
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Identifying and Mitigating Spurious Correlation in Multi-Task Learning1 Jan 2025 0 repositories listed
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Joint Scheduling of Causal Prompts and Tasks for Multi-Task Learning1 Jan 2025 0 repositories listed
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Revisiting Fairness in Multitask Learning: A Performance-Driven Approach for Variance Reduction1 Jan 2025 0 repositories listed
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TADFormer: Task-Adaptive Dynamic TransFormer for Efficient Multi-Task Learning1 Jan 2025 0 repositories listed
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Towards Consistent Multi-Task Learning: Unlocking the Potential of Task-Specific Parameters1 Jan 2025 0 repositories listed
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Z-Magic: Zero-shot Multiple Attributes Guided Image Creator1 Jan 2025 0 repositories listed
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Metadata-Enhanced Speech Emotion Recognition: Augmented Residual Integration and Co-Attention in Two-Stage Fine-Tuning30 Dec 2024 0 repositories listed
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The intrinsic motivation of reinforcement and imitation learning for sequential tasks29 Dec 2024 0 repositories listed
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Unprejudiced Training Auxiliary Tasks Makes Primary Better: A Multi-Task Learning Perspective27 Dec 2024 0 repositories listed
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Causal Speech Enhancement with Predicting Semantics based on Quantized Self-supervised Learning Features26 Dec 2024 0 repositories listed
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Optimizing Large Language Models with an Enhanced LoRA Fine-Tuning Algorithm for Efficiency and Robustness in NLP Tasks25 Dec 2024 0 repositories listed
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Heterogeneous transfer learning for high dimensional regression with feature mismatch24 Dec 2024 0 repositories listed
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HTR-JAND: Handwritten Text Recognition with Joint Attention Network and Knowledge Distillation24 Dec 2024 0 repositories listed
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Collaborative Optimization in Financial Data Mining Through Deep Learning and ResNeXt23 Dec 2024 0 repositories listed
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Data-Driven Fairness Generalization for Deepfake Detection21 Dec 2024 0 repositories listed
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Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling20 Dec 2024 0 repositories listed
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Extreme Multi-label Completion for Semantic Document Labelling with Taxonomy-Aware Parallel Learning18 Dec 2024 0 repositories listed
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Query-centric Audio-Visual Cognition Network for Moment Retrieval, Segmentation and Step-Captioning18 Dec 2024 0 repositories listed
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Revealing the impact of synthetic native samples and multi-tasking strategies in Hindi-English code-mixed humour and sarcasm detection17 Dec 2024 0 repositories listed
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Learning to Navigate in Mazes with Novel Layouts using Abstract Top-down Maps16 Dec 2024 0 repositories listed
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No More Tuning: Prioritized Multi-Task Learning with Lagrangian Differential Multiplier Methods16 Dec 2024 0 repositories listed
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Towards Better Multi-task Learning: A Framework for Optimizing Dataset Combinations in Large Language Models16 Dec 2024 0 repositories listed
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EvoSampling: A Granular Ball-based Evolutionary Hybrid Sampling with Knowledge Transfer for Imbalanced Learning12 Dec 2024 0 repositories listed
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MoSLD: An Extremely Parameter-Efficient Mixture-of-Shared LoRAs for Multi-Task Learning12 Dec 2024 0 repositories listed
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12 Dec 2024 0 repositories listed
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WiFo: Wireless Foundation Model for Channel Prediction12 Dec 2024 0 repositories listed
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MoDULA: Mixture of Domain-Specific and Universal LoRA for Multi-Task Learning10 Dec 2024 0 repositories listed
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ACQ: A Unified Framework for Automated Programmatic Creativity in Online Advertising9 Dec 2024 0 repositories listed
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Optimizing Multi-Task Learning for Enhanced Performance in Large Language Models9 Dec 2024 0 repositories listed
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An Entailment Tree Generation Approach for Multimodal Multi-Hop Question Answering with Mixture-of-Experts and Iterative Feedback Mechanism8 Dec 2024 0 repositories listed
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PromptRefine: Enhancing Few-Shot Performance on Low-Resource Indic Languages with Example Selection from Related Example Banks7 Dec 2024 0 repositories listed
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TB-HSU: Hierarchical 3D Scene Understanding with Contextual Affordances7 Dec 2024 0 repositories listed
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MTSpark: Enabling Multi-Task Learning with Spiking Neural Networks for Generalist Agents6 Dec 2024 0 repositories listed
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Efficient Task Grouping Through Samplewise Optimisation Landscape Analysis5 Dec 2024 0 repositories listed
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MT3DNet: Multi-Task learning Network for 3D Surgical Scene Reconstruction5 Dec 2024 0 repositories listed
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Optimizing Dense Visual Predictions Through Multi-Task Coherence and Prioritization4 Dec 2024 0 repositories listed
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A Comprehensive Evaluation of Large Language Models on Aspect-Based Sentiment Analysis3 Dec 2024 0 repositories listed
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PROFIT: A Specialized Optimizer for Deep Fine Tuning2 Dec 2024 0 repositories listed
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Multi-scale Feature Enhancement in Multi-task Learning for Medical Image Analysis30 Nov 2024 0 repositories listed
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Reverse Thinking Makes LLMs Stronger Reasoners29 Nov 2024 0 repositories listed
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Multi-Task Learning for Integrated Automated Contouring and Voxel-Based Dose Prediction in Radiotherapy27 Nov 2024 0 repositories listed
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Proactive Gradient Conflict Mitigation in Multi-Task Learning: A Sparse Training Perspective27 Nov 2024 0 repositories listed
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Task Arithmetic Through The Lens Of One-Shot Federated Learning27 Nov 2024 0 repositories listed
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Beyond Task Vectors: Selective Task Arithmetic Based on Importance Metrics25 Nov 2024 0 repositories listed
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RAMIE: Retrieval-Augmented Multi-task Information Extraction with Large Language Models on Dietary Supplements24 Nov 2024 0 repositories listed
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Trans-Glasso: A Transfer Learning Approach to Precision Matrix Estimation23 Nov 2024 0 repositories listed
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Can Reasons Help Improve Pedestrian Intent Estimation? A Cross-Modal Approach20 Nov 2024 0 repositories listed
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Low-Latency Task-Oriented Communications with Multi-Round, Multi-Task Deep Learning15 Nov 2024 0 repositories listed
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Y-MAP-Net: Real-time depth, normals, segmentation, multi-label captioning and 2D human pose in RGB images15 Nov 2024 0 repositories listed
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An End-To-End Stuttering Detection Method Based On Conformer And BILSTM14 Nov 2024 0 repositories listed
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Dynamic technology impact analysis: A multi-task learning approach to patent citation prediction14 Nov 2024 0 repositories listed
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LLM-based Bi-level Multi-interest Learning Framework for Sequential Recommendation14 Nov 2024 0 repositories listed
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A Unified Multi-Task Learning Architecture for Hate Detection Leveraging User-Based Information11 Nov 2024 0 repositories listed
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SynCL: A Synergistic Training Strategy with Instance-Aware Contrastive Learning for End-to-End Multi-Camera 3D Tracking11 Nov 2024 0 repositories listed
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Multi-head Span-based Detector for AI-generated Fragments in Scientific Papers11 Nov 2024 0 repositories listed
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Towards a Real-Time Simulation of Elastoplastic Deformation Using Multi-Task Neural Networks8 Nov 2024 0 repositories listed
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Towards Multi-Modal Mastery: A 4.5B Parameter Truly Multi-Modal Small Language Model8 Nov 2024 0 repositories listed