Browse State-of-the-Art › Multi-Task Learning › Papers, page 16
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 16 of 37: papers 1,501 to 1,600 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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Deploying Multi-task Online Server with Large Language Model6 Nov 2024 0 repositories listed
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Advancing Robust Underwater Acoustic Target Recognition through Multi-task Learning and Multi-Gate Mixture-of-Experts5 Nov 2024 0 repositories listed
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ATM: Improving Model Merging by Alternating Tuning and Merging5 Nov 2024 0 repositories listed
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MultiBalance: Multi-Objective Gradient Balancing in Industrial-Scale Multi-Task Recommendation System3 Nov 2024 0 repositories listed
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CopRA: A Progressive LoRA Training Strategy30 Oct 2024 0 repositories listed
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EF-LLM: Energy Forecasting LLM with AI-assisted Automation, Enhanced Sparse Prediction, Hallucination Detection30 Oct 2024 0 repositories listed
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MALoRA: Mixture of Asymmetric Low-Rank Adaptation for Enhanced Multi-Task Learning30 Oct 2024 0 repositories listed
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Efficient and Effective Weight-Ensembling Mixture of Experts for Multi-Task Model Merging29 Oct 2024 0 repositories listed
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InLINE: Inner-Layer Information Exchange for Multi-task Learning on Heterogeneous Graphs29 Oct 2024 0 repositories listed
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Layer by Layer: Uncovering Where Multi-Task Learning Happens in Instruction-Tuned Large Language Models25 Oct 2024 0 repositories listed
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Together We Can: Multilingual Automatic Post-Editing for Low-Resource Languages23 Oct 2024 0 repositories listed
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AEPL: Automated and Editable Prompt Learning for Brain Tumor Segmentation21 Oct 2024 0 repositories listed
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Enabling Asymmetric Knowledge Transfer in Multi-Task Learning with Self-Auxiliaries21 Oct 2024 0 repositories listed
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Modelling Concurrent RTP Flows for End-to-end Predictions of QoS in Real Time Communications21 Oct 2024 0 repositories listed
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A Two-Stage Learning-to-Defer Approach for Multi-Task Learning21 Oct 2024 0 repositories listed
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MIRA: A Method of Federated MultI-Task Learning for LaRge LAnguage Models20 Oct 2024 0 repositories listed
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Dual-Label Learning With Irregularly Present Labels18 Oct 2024 0 repositories listed
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Hierarchical Conditional Multi-Task Learning for Streamflow Modeling18 Oct 2024 0 repositories listed
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Swiss Army Knife: Synergizing Biases in Knowledge from Vision Foundation Models for Multi-Task Learning18 Oct 2024 0 repositories listed
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Identifying Task Groupings for Multi-Task Learning Using Pointwise V-Usable Information16 Oct 2024 0 repositories listed
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Multi-View Multi-Task Modeling with Speech Foundation Models for Speech Forensic Tasks16 Oct 2024 0 repositories listed
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Optimizing Multi-Task Learning for Accurate Spacecraft Pose Estimation16 Oct 2024 0 repositories listed
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Building a Multivariate Time Series Benchmarking Datasets Inspired by Natural Language Processing (NLP)14 Oct 2024 0 repositories listed
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Mix Data or Merge Models? Optimizing for Diverse Multi-Task Learning14 Oct 2024 0 repositories listed
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Physical Consistency Bridges Heterogeneous Data in Molecular Multi-Task Learning14 Oct 2024 0 repositories listed
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UniGEM: A Unified Approach to Generation and Property Prediction for Molecules14 Oct 2024 0 repositories listed
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Real-time Monitoring of Lower Limb Movement Resistance Based on Deep Learning13 Oct 2024 0 repositories listed
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Diabetic retinopathy image classification method based on GreenBen data augmentation12 Oct 2024 0 repositories listed
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Meta-Transfer Learning Empowered Temporal Graph Networks for Cross-City Real Estate Appraisal11 Oct 2024 0 repositories listed
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A Parameter Update Balancing Algorithm for Multi-task Ranking Models in Recommendation Systems8 Oct 2024 0 repositories listed
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GR-2: A Generative Video-Language-Action Model with Web-Scale Knowledge for Robot Manipulation8 Oct 2024 0 repositories listed
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Wolf2Pack: The AutoFusion Framework for Dynamic Parameter Fusion8 Oct 2024 0 repositories listed
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Pareto Control Barrier Function for Inner Safe Set Maximization Under Input Constraints5 Oct 2024 0 repositories listed
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A Multi-task Learning Framework for Evaluating Machine Translation of Emotion-loaded User-generated Content4 Oct 2024 0 repositories listed
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Collaborative and Efficient Personalization with Mixtures of Adaptors4 Oct 2024 0 repositories listed
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Distributed Networked Multi-task Learning4 Oct 2024 0 repositories listed
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Efficient Residual Learning with Mixture-of-Experts for Universal Dexterous Grasping3 Oct 2024 0 repositories listed
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Forecasting Smog Clouds With Deep Learning3 Oct 2024 0 repositories listed
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SGW-based Multi-Task Learning in Vision Tasks3 Oct 2024 0 repositories listed
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Fast and Sample Efficient Multi-Task Representation Learning in Stochastic Contextual Bandits2 Oct 2024 0 repositories listed
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Enhancing Romanian Offensive Language Detection through Knowledge Distillation, Multi-Task Learning, and Data Augmentation30 Sep 2024 0 repositories listed
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The Perfect Blend: Redefining RLHF with Mixture of Judges30 Sep 2024 0 repositories listed
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Dual-Attention Frequency Fusion at Multi-Scale for Joint Segmentation and Deformable Medical Image Registration29 Sep 2024 0 repositories listed
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Fine-Tuning Automatic Speech Recognition for People with Parkinson's: An Effective Strategy for Enhancing Speech Technology Accessibility29 Sep 2024 0 repositories listed
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Temporal2Seq: A Unified Framework for Temporal Video Understanding Tasks27 Sep 2024 0 repositories listed
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Learning Representation for Multitask learning through Self Supervised Auxiliary learning25 Sep 2024 0 repositories listed
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MT2KD: Towards A General-Purpose Encoder for Speech, Speaker, and Audio Events25 Sep 2024 0 repositories listed
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PitRSDNet: Predicting Intra-operative Remaining Surgery Duration in Endoscopic Pituitary Surgery25 Sep 2024 0 repositories listed
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Task Addition in Multi-Task Learning by Geometrical Alignment25 Sep 2024 0 repositories listed
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A Modular-based Strategy for Mitigating Gradient Conflicts in Simultaneous Speech Translation24 Sep 2024 0 repositories listed
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ID-Guard: A Universal Framework for Combating Facial Manipulation via Breaking Identification20 Sep 2024 0 repositories listed
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An Enhanced-State Reinforcement Learning Algorithm for Multi-Task Fusion in Large-Scale Recommender Systems18 Sep 2024 0 repositories listed
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Efficient Low-Resolution Face Recognition via Bridge Distillation18 Sep 2024 0 repositories listed
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Scale-specific auxiliary multi-task contrastive learning for deep liver vessel segmentation18 Sep 2024 0 repositories listed
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Beyond Relevance: Improving User Engagement by Personalization for Short-Video Search17 Sep 2024 0 repositories listed
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A Literature Review of Keyword Spotting Technologies for Urdu16 Sep 2024 0 repositories listed
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Human Insights Driven Latent Space for Different Driving Perspectives: A Unified Encoder for Efficient Multi-Task Inference16 Sep 2024 0 repositories listed
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Acquiring Pronunciation Knowledge from Transcribed Speech Audio via Multi-task Learning15 Sep 2024 0 repositories listed
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Self-supervised Multimodal Speech Representations for the Assessment of Schizophrenia Symptoms15 Sep 2024 0 repositories listed
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Spoofing-Aware Speaker Verification Robust Against Domain and Channel Mismatches10 Sep 2024 0 repositories listed
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MTLSO: A Multi-Task Learning Approach for Logic Synthesis Optimization9 Sep 2024 0 repositories listed
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SLiCK: Exploiting Subsequences for Length-Constrained Keyword Spotting6 Sep 2024 0 repositories listed
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A Key-Driven Framework for Identity-Preserving Face Anonymization5 Sep 2024 0 repositories listed
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SpinMultiNet: Neural Network Potential Incorporating Spin Degrees of Freedom with Multi-Task Learning5 Sep 2024 0 repositories listed
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A Fashion Item Recommendation Model in Hyperbolic Space4 Sep 2024 0 repositories listed
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Few-shot Multi-Task Learning of Linear Invariant Features with Meta Subspace Pursuit4 Sep 2024 0 repositories listed
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Real-time Accident Anticipation for Autonomous Driving Through Monocular Depth-Enhanced 3D Modeling2 Sep 2024 0 repositories listed
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TRACE: Transformer-based user Representations from Attributed Clickstream Event sequences2 Sep 2024 0 repositories listed
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Efficient Multi-task Prompt Tuning for Recommendation30 Aug 2024 0 repositories listed
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Anno-incomplete Multi-dataset Detection29 Aug 2024 0 repositories listed
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DLM-VMTL:A Double Layer Mapper for heterogeneous data video Multi-task prompt learning29 Aug 2024 0 repositories listed
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Query-by-Example Keyword Spotting Using Spectral-Temporal Graph Attentive Pooling and Multi-Task Learning27 Aug 2024 0 repositories listed
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Can Optimization Trajectories Explain Multi-Task Transfer?26 Aug 2024 0 repositories listed
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SEQ+MD: Learning Multi-Task as a SEQuence with Multi-Distribution Data23 Aug 2024 0 repositories listed
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Large Language Models as Foundations for Next-Gen Dense Retrieval: A Comprehensive Empirical Assessment22 Aug 2024 0 repositories listed
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DTN: Deep Multiple Task-specific Feature Interactions Network for Multi-Task Recommendation21 Aug 2024 0 repositories listed
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Robust Long-Range Perception Against Sensor Misalignment in Autonomous Vehicles20 Aug 2024 0 repositories listed
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Elite360M: Efficient 360 Multi-task Learning via Bi-projection Fusion and Cross-task Collaboration18 Aug 2024 0 repositories listed
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MaskBEV: Towards A Unified Framework for BEV Detection and Map Segmentation17 Aug 2024 0 repositories listed
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Analytical Uncertainty-Based Loss Weighting in Multi-Task Learning15 Aug 2024 0 repositories listed
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Dynamic Adaptive Optimization for Effective Sentiment Analysis Fine-Tuning on Large Language Models15 Aug 2024 0 repositories listed
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Lifelong Reinforcement Learning via Neuromodulation15 Aug 2024 0 repositories listed
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HoME: Hierarchy of Multi-Gate Experts for Multi-Task Learning at Kuaishou10 Aug 2024 0 repositories listed
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Exploring Query Understanding for Amazon Product Search5 Aug 2024 0 repositories listed
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Cross-domain Named Entity Recognition via Graph Matching2 Aug 2024 0 repositories listed
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Personalized Multi-task Training for Recommender System31 Jul 2024 0 repositories listed
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Efficient Pareto Manifold Learning with Low-Rank Structure30 Jul 2024 0 repositories listed
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Multi-Task Learning for Few-Shot Online Adaptation under Signal Temporal Logic Specifications30 Jul 2024 0 repositories listed
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A Survey of Malware Detection Using Deep Learning27 Jul 2024 0 repositories listed
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IntentRec: Predicting User Session Intent with Hierarchical Multi-Task Learning25 Jul 2024 0 repositories listed
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Model-driven Heart Rate Estimation and Heart Murmur Detection based on Phonocardiogram25 Jul 2024 0 repositories listed
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Affective Behaviour Analysis via Progressive Learning24 Jul 2024 0 repositories listed
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Dataset Distribution Impacts Model Fairness: Single vs. Multi-Task Learning24 Jul 2024 0 repositories listed
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EEGMamba: Bidirectional State Space Model with Mixture of Experts for EEG Multi-task Classification20 Jul 2024 0 repositories listed
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Towards a "universal translator" for neural dynamics at single-cell, single-spike resolution19 Jul 2024 0 repositories listed
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A deep latent variable model for semi-supervised multi-unit soft sensing in industrial processes18 Jul 2024 0 repositories listed
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LIMT: Language-Informed Multi-Task Visual World Models18 Jul 2024 0 repositories listed
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Affective Behavior Analysis using Task-adaptive and AU-assisted Graph Network16 Jul 2024 0 repositories listed
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Backdoor Attacks against Image-to-Image Networks15 Jul 2024 0 repositories listed
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Disentangling Representations through Multi-task Learning15 Jul 2024 0 repositories listed