Browse State-of-the-Art › Multi-Task Learning › Papers, page 19

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 19 of 37: papers 1,801 to 1,900 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.

• Learning to optimize by multi-gradient for multi-objective optimization
  1 Nov 2023 0 repositories listed
• Addressing Limitations of State-Aware Imitation Learning for Autonomous Driving
  31 Oct 2023 0 repositories listed
• Dynamically Updating Event Representations for Temporal Relation Classification with Multi-category Learning
  31 Oct 2023 0 repositories listed
• Optimizing accuracy and diversity: a multi-task approach to forecast combinations
  31 Oct 2023 0 repositories listed
• BioInstruct: Instruction Tuning of Large Language Models for Biomedical Natural Language Processing
  30 Oct 2023 0 repositories listed
• Dining on Details: LLM-Guided Expert Networks for Fine-Grained Food Recognition
  29 Oct 2023 0 repositories listed
• Optimal Algorithms for Online Convex Optimization with Adversarial Constraints
  29 Oct 2023 0 repositories listed
• Unified Segment-to-Segment Framework for Simultaneous Sequence Generation
  27 Oct 2023 0 repositories listed
• Open Knowledge Base Canonicalization with Multi-task Unlearning
  25 Oct 2023 0 repositories listed
• Subspace Chronicles: How Linguistic Information Emerges, Shifts and Interacts during Language Model Training
  25 Oct 2023 0 repositories listed
• A Communication Theory Perspective on Prompting Engineering Methods for Large Language Models
  24 Oct 2023 0 repositories listed
• Task Grouping for Automated Multi-Task Machine Learning via Task Affinity Prediction
  24 Oct 2023 0 repositories listed
• SAM-CLIP: Merging Vision Foundation Models towards Semantic and Spatial Understanding
  23 Oct 2023 0 repositories listed
• FairBranch: Mitigating Bias Transfer in Fair Multi-task Learning
  20 Oct 2023 0 repositories listed
• Motif-Based Prompt Learning for Universal Cross-Domain Recommendation
  20 Oct 2023 0 repositories listed
• Provable Benefits of Multi-task RL under Non-Markovian Decision Making Processes
  20 Oct 2023 0 repositories listed
• DCRNN: A Deep Cross approach based on RNN for Partial Parameter Sharing in Multi-task Learning
  18 Oct 2023 0 repositories listed
• Experimental Results of Underwater Sound Speed Profile Inversion by Few-shot Multi-task Learning
  18 Oct 2023 0 repositories listed
• Learning quantum properties from short-range correlations using multi-task networks
  18 Oct 2023 0 repositories listed
• Adaptive Neural Ranking Framework: Toward Maximized Business Goal for Cascade Ranking Systems
  16 Oct 2023 0 repositories listed
• Federated Multi-Objective Learning
  15 Oct 2023 0 repositories listed
• New Advances in Body Composition Assessment with ShapedNet: A Single Image Deep Regression Approach
  15 Oct 2023 0 repositories listed
• Disentangled Latent Spaces Facilitate Data-Driven Auxiliary Learning
  13 Oct 2023 0 repositories listed
• Mitigating Bias for Question Answering Models by Tracking Bias Influence
  13 Oct 2023 0 repositories listed
• Scalarization for Multi-Task and Multi-Domain Learning at Scale
  13 Oct 2023 0 repositories listed
• Two-Stage Deep Learning Framework for Quality Assessment of Left Atrial Late Gadolinium Enhanced MRI Images
  13 Oct 2023 0 repositories listed
• Contextualized Policy Recovery: Modeling and Interpreting Medical Decisions with Adaptive Imitation Learning
  11 Oct 2023 0 repositories listed
• Heuristic Vision Pre-Training with Self-Supervised and Supervised Multi-Task Learning
  11 Oct 2023 0 repositories listed
• Multi-Task Learning-Enabled Automatic Vessel Draft Reading for Intelligent Maritime Surveillance
  11 Oct 2023 0 repositories listed
• VSANet: Real-time Speech Enhancement Based on Voice Activity Detection and Causal Spatial Attention
  11 Oct 2023 0 repositories listed
• Rate Compatible LDPC Neural Decoding Network: A Multi-Task Learning Approach
  10 Oct 2023 0 repositories listed
• M3FPolypSegNet: Segmentation Network with Multi-frequency Feature Fusion for Polyp Localization in Colonoscopy Images
  9 Oct 2023 0 repositories listed
• Boosting Facial Action Unit Detection Through Jointly Learning Facial Landmark Detection and Domain Separation and Reconstruction
  8 Oct 2023 0 repositories listed
• Attention-based Multi-task Learning for Base Editor Outcome Prediction
  4 Oct 2023 0 repositories listed
• UniverSLU: Universal Spoken Language Understanding for Diverse Tasks with Natural Language Instructions
  4 Oct 2023 0 repositories listed
• Fine-tuned vs. Prompt-tuned Supervised Representations: Which Better Account for Brain Language Representations?
  3 Oct 2023 0 repositories listed
• Progressive DeepSSM: Training Methodology for Image-To-Shape Deep Models
  2 Oct 2023 0 repositories listed
• Finger-UNet: A U-Net based Multi-Task Architecture for Deep Fingerprint Enhancement
  1 Oct 2023 0 repositories listed
• Glioma subtype classification from histopathological images using in-domain and out-of-domain transfer learning: An experimental study
  29 Sep 2023 0 repositories listed
• Distill Knowledge in Multi-task Reinforcement Learning with Optimal-Transport Regularization
  27 Sep 2023 0 repositories listed
• Conversion of single-energy computed tomography to parametric maps of dual-energy computed tomography using convolutional neural network
  26 Sep 2023 0 repositories listed
• SOFARI: High-Dimensional Manifold-Based Inference
  26 Sep 2023 0 repositories listed
• V2X-Lead: LiDAR-based End-to-End Autonomous Driving with Vehicle-to-Everything Communication Integration
  26 Sep 2023 0 repositories listed
• Multi-Task Learning For Reduced Popularity Bias In Multi-Territory Video Recommendations
  25 Sep 2023 0 repositories listed
• PI-RADS v2 Compliant Automated Segmentation of Prostate Zones Using co-training Motivated Multi-task Dual-Path CNN
  22 Sep 2023 0 repositories listed
• A Real-Time Multi-Task Learning System for Joint Detection of Face, Facial Landmark and Head Pose
  21 Sep 2023 0 repositories listed
• Multi-Task Cooperative Learning via Searching for Flat Minima
  21 Sep 2023 0 repositories listed
• Deep Mutual Learning across Task Towers for Effective Multi-Task Recommender Learning
  19 Sep 2023 0 repositories listed
• A Heterogeneous Graph-Based Multi-Task Learning for Fault Event Diagnosis in Smart Grid
  18 Sep 2023 0 repositories listed
• Dealing with negative samples with multi-task learning on span-based joint entity-relation extraction
  18 Sep 2023 0 repositories listed
• Task Selection and Assignment for Multi-modal Multi-task Dialogue Act Classification with Non-stationary Multi-armed Bandits
  18 Sep 2023 0 repositories listed
• Non-Intrusive Speech Intelligibility Prediction for Hearing Aids using Whisper and Metadata
  18 Sep 2023 0 repositories listed
• One-stage Modality Distillation for Incomplete Multimodal Learning
  15 Sep 2023 0 repositories listed
• RADE: Reference-Assisted Dialogue Evaluation for Open-Domain Dialogue
  15 Sep 2023 0 repositories listed Syntology 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples)
• Towards Word-Level End-to-End Neural Speaker Diarization with Auxiliary Network
  15 Sep 2023 0 repositories listed
• A Multi-task Learning Framework for Drone State Identification and Trajectory Prediction
  13 Sep 2023 0 repositories listed
• Learning from Auxiliary Sources in Argumentative Revision Classification
  13 Sep 2023 0 repositories listed
• Getting More for Less: Using Weak Labels and AV-Mixup for Robust Audio-Visual Speaker Verification
  13 Sep 2023 0 repositories listed
• Hierarchical Multi-Task Learning Framework for Session-based Recommendations
  12 Sep 2023 0 repositories listed
• Self-Training and Multi-Task Learning for Limited Data: Evaluation Study on Object Detection
  12 Sep 2023 0 repositories listed
• Phase-Specific Augmented Reality Guidance for Microscopic Cataract Surgery Using Long-Short Spatiotemporal Aggregation Transformer
  11 Sep 2023 0 repositories listed
• Continual Robot Learning using Self-Supervised Task Inference
  10 Sep 2023 0 repositories listed
• Cross-Task Attention Network: Improving Multi-Task Learning for Medical Imaging Applications
  7 Sep 2023 0 repositories listed
• MyoDex: A Generalizable Prior for Dexterous Manipulation
  6 Sep 2023 0 repositories listed
• Multitask Deep Learning for Accurate Risk Stratification and Prediction of Next Steps for Coronary CT Angiography Patients
  1 Sep 2023 0 repositories listed
• Improving Mandarin Prosodic Structure Prediction with Multi-level Contextual Information
  31 Aug 2023 0 repositories listed
• Improving Small Footprint Few-shot Keyword Spotting with Supervision on Auxiliary Data
  31 Aug 2023 0 repositories listed
• Alleviating Video-Length Effect for Micro-video Recommendation
  28 Aug 2023 0 repositories listed
• Post-Hoc Explainability of BI-RADS Descriptors in a Multi-task Framework for Breast Cancer Detection and Segmentation
  27 Aug 2023 0 repositories listed
• Revisiting Scalarization in Multi-Task Learning: A Theoretical Perspective
  27 Aug 2023 0 repositories listed
• Attending Generalizability in Course of Deep Fake Detection by Exploring Multi-task Learning
  25 Aug 2023 0 repositories listed
• Label Budget Allocation in Multi-Task Learning
  24 Aug 2023 0 repositories listed
• MultiPA: A Multi-task Speech Pronunciation Assessment Model for Open Response Scenarios
  24 Aug 2023 0 repositories listed
• Semantic Multi-Resolution Communications
  22 Aug 2023 0 repositories listed
• Multi-Task Pseudo-Label Learning for Non-Intrusive Speech Quality Assessment Model
  18 Aug 2023 0 repositories listed
• Challenges and Opportunities of Using Transformer-Based Multi-Task Learning in NLP Through ML Lifecycle: A Survey
  16 Aug 2023 0 repositories listed
• Self-supervised Hypergraphs for Learning Multiple World Interpretations
  15 Aug 2023 0 repositories listed
• Multi-Receiver Task-Oriented Communications via Multi-Task Deep Learning
  14 Aug 2023 0 repositories listed
• SpeechX: Neural Codec Language Model as a Versatile Speech Transformer
  14 Aug 2023 0 repositories listed
• When Deep Learning Meets Multi-Task Learning in SAR ATR: Simultaneous Target Recognition and Segmentation
  14 Aug 2023 0 repositories listed
• Deep Task-specific Bottom Representation Network for Multi-Task Recommendation
  11 Aug 2023 0 repositories listed
• Deformable Mixer Transformer with Gating for Multi-Task Learning of Dense Prediction
  10 Aug 2023 0 repositories listed
• Local-Global Information Interaction Debiasing for Dynamic Scene Graph Generation
  10 Aug 2023 0 repositories listed
• Unsupervised Out-of-Distribution Dialect Detection with Mahalanobis Distance
  9 Aug 2023 0 repositories listed
• Brighten-and-Colorize: A Decoupled Network for Customized Low-Light Image Enhancement
  6 Aug 2023 0 repositories listed
• Mitigating Task Interference in Multi-Task Learning via Explicit Task Routing with Non-Learnable Primitives
  3 Aug 2023 0 repositories listed
• Online Multi-Task Learning with Recursive Least Squares and Recursive Kernel Methods
  3 Aug 2023 0 repositories listed
• Multi-task learning for classification, segmentation, reconstruction, and detection on chest CT scans
  2 Aug 2023 0 repositories listed
• UPB at IberLEF-2023 AuTexTification: Detection of Machine-Generated Text using Transformer Ensembles
  2 Aug 2023 0 repositories listed
• FULLER: Unified Multi-modality Multi-task 3D Perception via Multi-level Gradient Calibration
  31 Jul 2023 0 repositories listed
• Anatomy-Aware Lymph Node Detection in Chest CT using Implicit Station Stratification
  28 Jul 2023 0 repositories listed
• DEPHN: Different Expression Parallel Heterogeneous Network using virtual gradient optimization for Multi-task Learning
  24 Jul 2023 0 repositories listed
• Pre-train, Adapt and Detect: Multi-Task Adapter Tuning for Camouflaged Object Detection
  20 Jul 2023 0 repositories listed
• Modeling Orders of User Behaviors via Differentiable Sorting: A Multi-task Framework to Predicting User Post-click Conversion
  18 Jul 2023 0 repositories listed
• A Novel Multi-Task Model Imitating Dermatologists for Accurate Differential Diagnosis of Skin Diseases in Clinical Images
  17 Jul 2023 0 repositories listed
• LiDAR-BEVMTN: Real-Time LiDAR Bird's-Eye View Multi-Task Perception Network for Autonomous Driving
  17 Jul 2023 0 repositories listed
• RayMVSNet++: Learning Ray-based 1D Implicit Fields for Accurate Multi-View Stereo
  16 Jul 2023 0 repositories listed
• Provable Multi-Task Representation Learning by Two-Layer ReLU Neural Networks
  13 Jul 2023 0 repositories listed
• Towards the Better Ranking Consistency: A Multi-task Learning Framework for Early Stage Ads Ranking
  12 Jul 2023 0 repositories listed
• Advances and Challenges in Meta-Learning: A Technical Review
  10 Jul 2023 0 repositories listed

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.