Browse State-of-the-Art › Multi-Task Learning › Papers, page 23

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 23 of 37: papers 2,201 to 2,300 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.

• Improving Multi-Task Generalization via Regularizing Spurious Correlation
  19 May 2022 0 repositories listed
• Let the Model Decide its Curriculum for Multitask Learning
  19 May 2022 0 repositories listed
• Mitigating Hidden Confounding Effects for Causal Recommendation
  16 May 2022 0 repositories listed
• Multi Task Learning For Zero Shot Performance Prediction of Multilingual Models
  12 May 2022 0 repositories listed Syntology 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 8 harvested samples)
• Over-the-Air Federated Multi-Task Learning via Model Sparsification and Turbo Compressed Sensing
  8 May 2022 0 repositories listed
• ConceptDistil: Model-Agnostic Distillation of Concept Explanations
  7 May 2022 0 repositories listed
• Explaining the Effectiveness of Multi-Task Learning for Efficient Knowledge Extraction from Spine MRI Reports
  6 May 2022 0 repositories listed
• Improving Dual-Microphone Speech Enhancement by Learning Cross-Channel Features with Multi-Head Attention
  3 May 2022 0 repositories listed
• Variation-cognizant Probabilistic Power Flow Analysis via Multi-task Learning
  2 May 2022 0 repositories listed
• An Unsupervised Multiple-Task and Multiple-Teacher Model for Cross-lingual Named Entity Recognition
  1 May 2022 0 repositories listed
• Auxiliary Learning for Named Entity Recognition with Multiple Auxiliary Biomedical Training Data
  1 May 2022 0 repositories listed
• Comparing Encoder-Only and Encoder-Decoder Transformers for Relation Extraction from Biomedical Texts: An Empirical Study on Ten Benchmark Datasets
  1 May 2022 0 repositories listed
• Crude Oil-related Events Extraction and Processing: A Transfer Learning Approach
  1 May 2022 0 repositories listed
• Findings of the Shared Task on Multi-task Learning in Dravidian Languages
  1 May 2022 0 repositories listed
• Improving Multiple Documents Grounded Goal-Oriented Dialog Systems via Diverse Knowledge Enhanced Pretrained Language Model
  1 May 2022 0 repositories listed
• MetaWeighting: Learning to Weight Tasks in Multi-Task Learning
  1 May 2022 0 repositories listed
• MTL-SLT: Multi-Task Learning for Spoken Language Tasks
  1 May 2022 0 repositories listed
• Multi-task Learning for Paraphrase Generation With Keyword and Part-of-Speech Reconstruction
  1 May 2022 0 repositories listed
• Q-Learning Scheduler for Multi Task Learning Through the use of Histogram of Task Uncertainty
  1 May 2022 0 repositories listed
• Structural Supervision for Word Alignment and Machine Translation
  1 May 2022 0 repositories listed
• SURREY-CTS-NLP at WASSA2022: An Experiment of Discourse and Sentiment Analysis for the Prediction of Empathy, Distress and Emotion
  1 May 2022 0 repositories listed
• Uncertainty Regularized Multi-Task Learning
  1 May 2022 0 repositories listed
• FairSR: Fairness-aware Sequential Recommendation through Multi-Task Learning with Preference Graph Embeddings
  30 Apr 2022 0 repositories listed
• Human-Centered Prior-Guided and Task-Dependent Multi-Task Representation Learning for Action Recognition Pre-Training
  27 Apr 2022 0 repositories listed
• Multi-task Learning-based CSI Feedback Design in Multiple Scenarios
  27 Apr 2022 0 repositories listed
• Multi-task Learning for Concurrent Prediction of Thermal Comfort, Sensation, and Preference
  26 Apr 2022 0 repositories listed
• SkillNet-NLG: General-Purpose Natural Language Generation with a Sparsely Activated Approach
  26 Apr 2022 0 repositories listed
• Exploring the Role of Task Transferability in Large-Scale Multi-Task Learning
  23 Apr 2022 0 repositories listed
• iCAR: Bridging Image Classification and Image-text Alignment for Visual Recognition
  22 Apr 2022 0 repositories listed
• Multi-task Deep Neural Networks for Massive MIMO CSI Feedback
  18 Apr 2022 0 repositories listed
• Sparsely Activated Mixture-of-Experts are Robust Multi-Task Learners
  16 Apr 2022 0 repositories listed
• Towards Unification of Discourse Annotation Frameworks
  16 Apr 2022 0 repositories listed
• Medusa: Universal Feature Learning via Attentional Multitasking
  12 Apr 2022 0 repositories listed
• Improving Few-Shot Part Segmentation using Coarse Supervision
  11 Apr 2022 0 repositories listed
• Learning heuristics for A*
  11 Apr 2022 0 repositories listed
• MIME: Adapting a Single Neural Network for Multi-task Inference with Memory-efficient Dynamic Pruning
  11 Apr 2022 0 repositories listed
• Efficient Extraction of Pathologies from C-Spine Radiology Reports using Multi-Task Learning
  9 Apr 2022 0 repositories listed
• No Task Left Behind: Multi-Task Learning of Knowledge Tracing and Option Tracing for Better Student Assessment
  8 Apr 2022 0 repositories listed
• A Survey of Multi-task Learning in Natural Language Processing: Regarding Task Relatedness and Training Methods
  7 Apr 2022 0 repositories listed
• Detecting Dysfluencies in Stuttering Therapy Using wav2vec 2.0
  7 Apr 2022 0 repositories listed
• MTI-Net: A Multi-Target Speech Intelligibility Prediction Model
  7 Apr 2022 0 repositories listed
• Multi-Task Distributed Learning using Vision Transformer with Random Patch Permutation
  7 Apr 2022 0 repositories listed
• Hear No Evil: Towards Adversarial Robustness of Automatic Speech Recognition via Multi-Task Learning
  5 Apr 2022 0 repositories listed
• High Efficiency Pedestrian Crossing Prediction
  4 Apr 2022 0 repositories listed
• RayMVSNet: Learning Ray-based 1D Implicit Fields for Accurate Multi-View Stereo
  4 Apr 2022 0 repositories listed
• Ad Creative Discontinuation Prediction with Multi-Modal Multi-Task Neural Survival Networks
  2 Apr 2022 0 repositories listed
• Fast Real-time Personalized Speech Enhancement: End-to-End Enhancement Network (E3Net) and Knowledge Distillation
  2 Apr 2022 0 repositories listed
• Alternate Intermediate Conditioning with Syllable-level and Character-level Targets for Japanese ASR
  1 Apr 2022 0 repositories listed
• Synthetic Photovoltaic and Wind Power Forecasting Data
  1 Apr 2022 0 repositories listed
• Controllable Dynamic Multi-Task Architectures
  28 Mar 2022 0 repositories listed
• Learning Optical Flow, Depth, and Scene Flow without Real-World Labels
  28 Mar 2022 0 repositories listed
• Multi-Task Learning for Visual Scene Understanding
  28 Mar 2022 0 repositories listed
• FedGradNorm: Personalized Federated Gradient-Normalized Multi-Task Learning
  24 Mar 2022 0 repositories listed
• Multitask Emotion Recognition Model with Knowledge Distillation and Task Discriminator
  24 Mar 2022 0 repositories listed
• Transformer-based Multimodal Information Fusion for Facial Expression Analysis
  23 Mar 2022 0 repositories listed
• A Computational Approach to Understand Mental Health from Reddit: Knowledge-aware Multitask Learning Framework
  22 Mar 2022 0 repositories listed
• Utterance Rewriting with Contrastive Learning in Multi-turn Dialogue
  22 Mar 2022 0 repositories listed
• Reflective Fiber Faults Detection and Characterization Using Long-Short-Term Memory
  19 Mar 2022 0 repositories listed
• DeepAD: A Robust Deep Learning Model of Alzheimer's Disease Progression for Real-World Clinical Applications
  17 Mar 2022 0 repositories listed
• Feature-informed Latent Space Regularization for Music Source Separation
  17 Mar 2022 0 repositories listed
• Choose Your QA Model Wisely: A Systematic Study of Generative and Extractive Readers for Question Answering
  14 Mar 2022 0 repositories listed
• A high-precision self-supervised monocular visual odometry in foggy weather based on robust cycled generative adversarial networks and multi-task learning aided depth estimation
  9 Mar 2022 0 repositories listed
• A high-precision underwater object detection based on joint self-supervised deblurring and improved spatial transformer network
  9 Mar 2022 0 repositories listed
• Sequential Multi-task Learning with Task Dependency for Appeal Judgment Prediction
  9 Mar 2022 0 repositories listed
• HyperPELT: Unified Parameter-Efficient Language Model Tuning for Both Language and Vision-and-Language Tasks
  8 Mar 2022 0 repositories listed
• Towards Generalized Models for Task-oriented Dialogue Modeling on Spoken Conversations
  8 Mar 2022 0 repositories listed
• YONO: Modeling Multiple Heterogeneous Neural Networks on Microcontrollers
  8 Mar 2022 0 repositories listed
• SkillNet-NLU: A Sparsely Activated Model for General-Purpose Natural Language Understanding
  7 Mar 2022 0 repositories listed
• On Steering Multi-Annotations per Sample for Multi-Task Learning
  6 Mar 2022 0 repositories listed
• HyperPrompt: Prompt-based Task-Conditioning of Transformers
  1 Mar 2022 0 repositories listed
• Multi-Task Multi-Scale Learning For Outcome Prediction in 3D PET Images
  1 Mar 2022 0 repositories listed
• Short-term passenger flow prediction for multi-traffic modes: A Transformer and residual network based multi-task learning method
  27 Feb 2022 0 repositories listed
• Weakly Supervised Learning for cell recognition in immunohistochemical cytoplasm staining images
  27 Feb 2022 0 repositories listed
• Multi-task Learning Approach for Modulation and Wireless Signal Classification for 5G and Beyond: Edge Deployment via Model Compression
  26 Feb 2022 0 repositories listed
• NeuralHOFusion: Neural Volumetric Rendering under Human-object Interactions
  25 Feb 2022 0 repositories listed
• The Reality of Multi-Lingual Machine Translation
  25 Feb 2022 0 repositories listed
• A Unified Framework for Campaign Performance Forecasting in Online Display Advertising
  24 Feb 2022 0 repositories listed
• Nuclei panoptic segmentation and composition regression with multi-task deep neural networks
  23 Feb 2022 0 repositories listed
• Visual-Tactile Sensing for Real-time Liquid Volume Estimation in Grasping
  23 Feb 2022 0 repositories listed
• ABAW: Valence-Arousal Estimation, Expression Recognition, Action Unit Detection & Multi-Task Learning Challenges
  22 Feb 2022 0 repositories listed
• Transporters with Visual Foresight for Solving Unseen Rearrangement Tasks
  22 Feb 2022 0 repositories listed
• Multi-task Representation Learning with Stochastic Linear Bandits
  21 Feb 2022 0 repositories listed
• Cross-Task Knowledge Distillation in Multi-Task Recommendation
  20 Feb 2022 0 repositories listed
• AMS_ADRN at SemEval-2022 Task 5: A Suitable Image-text Multimodal Joint Modeling Method for Multi-task Misogyny Identification
  18 Feb 2022 0 repositories listed
• Speaker Identity Preservation in Dysarthric Speech Reconstruction by Adversarial Speaker Adaptation
  18 Feb 2022 0 repositories listed
• Audio-Visual Fusion Layers for Event Type Aware Video Recognition
  12 Feb 2022 0 repositories listed
• Multi-task Deep Learning for Cerebrovascular Disease Classification and MRI-to-PET Translation
  12 Feb 2022 0 repositories listed
• Bench-Marking And Improving Arabic Automatic Image Captioning Through The Use Of Multi-Task Learning Paradigm
  11 Feb 2022 0 repositories listed
• Robots Learn Increasingly Complex Tasks with Intrinsic Motivation and Automatic Curriculum Learning
  11 Feb 2022 0 repositories listed
• A Multi-task Learning Framework for Product Ranking with BERT
  10 Feb 2022 0 repositories listed
• A Unified Multi-Task Learning Framework of Real-Time Drone Supervision for Crowd Counting
  8 Feb 2022 0 repositories listed
• Metal Artifact Reduction with Intra-Oral Scan Data for 3D Low Dose Maxillofacial CBCT Modeling
  8 Feb 2022 0 repositories listed
• Active Multi-Task Representation Learning
  2 Feb 2022 0 repositories listed
• ASR-Aware End-to-end Neural Diarization
  2 Feb 2022 0 repositories listed
• Multi-Order Networks for Action Unit Detection
  1 Feb 2022 0 repositories listed
• A Multi-modal Fusion Framework Based on Multi-task Correlation Learning for Cancer Prognosis Prediction
  22 Jan 2022 0 repositories listed
• Cross-Lingual Text-to-Speech Using Multi-Task Learning and Speaker Classifier Joint Training
  20 Jan 2022 0 repositories listed
• TriCoLo: Trimodal Contrastive Loss for Text to Shape Retrieval
  19 Jan 2022 0 repositories listed
• Understanding Few-Shot Multi-Task Representation Learning Theory
  17 Jan 2022 0 repositories listed
• A Transformer-based Threshold-Free Framework for Multi-Intent NLU
  16 Jan 2022 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.