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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 21 of 37: papers 2,001 to 2,100 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.

• Scalable Attribution of Adversarial Attacks via Multi-Task Learning
  25 Feb 2023 0 repositories listed
• TUTORING: Instruction-Grounded Conversational Agent for Language Learners
  24 Feb 2023 0 repositories listed
• A Framework for Unified Real-time Personalized and Non-Personalized Speech Enhancement
  23 Feb 2023 0 repositories listed
• Drugs Resistance Analysis from Scarce Health Records via Multi-task Graph Representation
  22 Feb 2023 0 repositories listed
• MM-SFENet: Multi-scale Multi-task Localization and Classification of Bladder Cancer in MRI with Spatial Feature Encoder Network
  22 Feb 2023 0 repositories listed
• Preventing Catastrophic Forgetting in Continual Learning of New Natural Language Tasks
  22 Feb 2023 0 repositories listed
• Device Tuning for Multi-Task Large Model
  21 Feb 2023 0 repositories listed
• MulGT: Multi-task Graph-Transformer with Task-aware Knowledge Injection and Domain Knowledge-driven Pooling for Whole Slide Image Analysis
  21 Feb 2023 0 repositories listed
• Transductive Matrix Completion with Calibration for Multi-Task Learning
  20 Feb 2023 0 repositories listed
• MaxGNR: A Dynamic Weight Strategy via Maximizing Gradient-to-Noise Ratio for Multi-Task Learning
  18 Feb 2023 0 repositories listed
• RobustDistiller: Compressing Universal Speech Representations for Enhanced Environment Robustness
  18 Feb 2023 0 repositories listed
• Learning to Initialize: Can Meta Learning Improve Cross-task Generalization in Prompt Tuning?
  16 Feb 2023 0 repositories listed
• Multi-Task Differential Privacy Under Distribution Skew
  15 Feb 2023 0 repositories listed
• B-BACN: Bayesian Boundary-Aware Convolutional Network for Crack Characterization
  14 Feb 2023 0 repositories listed
• PrefixMol: Target- and Chemistry-aware Molecule Design via Prefix Embedding
  14 Feb 2023 0 repositories listed
• DCMT: A Direct Entire-Space Causal Multi-Task Framework for Post-Click Conversion Estimation
  13 Feb 2023 0 repositories listed
• Multi-Task Deep Recommender Systems: A Survey
  7 Feb 2023 0 repositories listed
• Multi-Task Self-Supervised Learning for Image Segmentation Task
  5 Feb 2023 0 repositories listed
• GDOD: Effective Gradient Descent using Orthogonal Decomposition for Multi-Task Learning
  31 Jan 2023 0 repositories listed
• Multi-task Highly Adaptive Lasso
  27 Jan 2023 0 repositories listed
• Leveraging Speaker Embeddings with Adversarial Multi-task Learning for Age Group Classification
  22 Jan 2023 0 repositories listed
• Regularizing disparity estimation via multi task learning with structured light reconstruction
  19 Jan 2023 0 repositories listed
• SynMotor: A Benchmark Suite for Object Attribute Regression and Multi-task Learning
  11 Jan 2023 0 repositories listed
• "It's a Match!" -- A Benchmark of Task Affinity Scores for Joint Learning
  7 Jan 2023 0 repositories listed
• Adaptive Pattern Extraction Multi-Task Learning for Multi-Step Conversion Estimations
  6 Jan 2023 0 repositories listed
• Anaphora Resolution in Dialogue: System Description (CODI-CRAC 2022 Shared Task)
  5 Jan 2023 0 repositories listed
• Topic Segmentation Model Focusing on Local Context
  5 Jan 2023 0 repositories listed
• Multi-Task Learning for Budbreak Prediction
  4 Jan 2023 0 repositories listed
• Multi-Task Learning with Prior Information
  4 Jan 2023 0 repositories listed
• Multi-Task System Identification of Similar Linear Time-Invariant Dynamical Systems
  4 Jan 2023 0 repositories listed
• Machine Learning Approach to Polymerization Reaction Engineering: Determining Monomers Reactivity Ratios
  3 Jan 2023 0 repositories listed
• CO-Net: Learning Multiple Point Cloud Tasks at Once with A Cohesive Network
  1 Jan 2023 0 repositories listed
• CORE: Co-planarity Regularized Monocular Geometry Estimation with Weak Supervision
  1 Jan 2023 0 repositories listed
• Hierarchical Prompt Learning for Multi-Task Learning
  1 Jan 2023 0 repositories listed
• iCLIP: Bridging Image Classification and Contrastive Language-Image Pre-Training for Visual Recognition
  1 Jan 2023 0 repositories listed
• Masked Representation Learning for Domain Generalized Stereo Matching
  1 Jan 2023 0 repositories listed
• MetaBEV: Solving Sensor Failures for 3D Detection and Map Segmentation
  1 Jan 2023 0 repositories listed
• Mod-Squad: Designing Mixtures of Experts As Modular Multi-Task Learners
  1 Jan 2023 0 repositories listed
• Multi-Label Compound Expression Recognition: C-EXPR Database & Network
  1 Jan 2023 0 repositories listed
• Multi-Task Learning with Knowledge Distillation for Dense Prediction
  1 Jan 2023 0 repositories listed
• Poly-PC: A Polyhedral Network for Multiple Point Cloud Tasks at Once
  1 Jan 2023 0 repositories listed
• SmartAssign: Learning a Smart Knowledge Assignment Strategy for Deraining and Desnowing
  1 Jan 2023 0 repositories listed
• TA-DA: Topic-Aware Domain Adaptation for Scientific Keyphrase Identification and Classification (Student Abstract)
  30 Dec 2022 0 repositories listed
• A Deep Learning Method for Real-time Bias Correction of Wind Field Forecasts in the Western North Pacific
  29 Dec 2022 0 repositories listed
• MoQuad: Motion-focused Quadruple Construction for Video Contrastive Learning
  21 Dec 2022 0 repositories listed
• Personalized Decentralized Multi-Task Learning Over Dynamic Communication Graphs
  21 Dec 2022 0 repositories listed
• Positive-incentive Noise
  19 Dec 2022 0 repositories listed
• Improving Cross-task Generalization of Unified Table-to-text Models with Compositional Task Configurations
  17 Dec 2022 0 repositories listed
• FewFedWeight: Few-shot Federated Learning Framework across Multiple NLP Tasks
  16 Dec 2022 0 repositories listed
• Mod-Squad: Designing Mixture of Experts As Modular Multi-Task Learners
  15 Dec 2022 0 repositories listed
• Hierarchical Over-the-Air FedGradNorm
  14 Dec 2022 0 repositories listed
• Body Segmentation Using Multi-task Learning
  13 Dec 2022 0 repositories listed
• Egocentric Video Task Translation
  13 Dec 2022 0 repositories listed
• InferEM: Inferring the Speaker's Intention for Empathetic Dialogue Generation
  13 Dec 2022 0 repositories listed
• An Ensemble Method to Automatically Grade Diabetic Retinopathy with Optical Coherence Tomography Angiography Images
  12 Dec 2022 0 repositories listed
• Multi-task Learning for Personal Health Mention Detection on Social Media
  9 Dec 2022 0 repositories listed
• Tree DNN: A Deep Container Network
  7 Dec 2022 0 repositories listed
• Few-Shot Preference Learning for Human-in-the-Loop RL
  6 Dec 2022 0 repositories listed
• Speech MOS multi-task learning and rater bias correction
  4 Dec 2022 0 repositories listed
• On the Energy and Communication Efficiency Tradeoffs in Federated and Multi-Task Learning
  2 Dec 2022 0 repositories listed
• Optical multi-task learning using multi-wavelength diffractive deep neural networks
  30 Nov 2022 0 repositories listed
• Generalized Face Anti-Spoofing via Multi-Task Learning and One-Side Meta Triplet Loss
  29 Nov 2022 0 repositories listed
• AdaTask: A Task-aware Adaptive Learning Rate Approach to Multi-task Learning
  28 Nov 2022 0 repositories listed
• Semisoft Task Clustering for Multi-Task Learning
  28 Nov 2022 0 repositories listed
• Improving Multi-task Learning via Seeking Task-based Flat Regions
  24 Nov 2022 0 repositories listed
• An Emotion-Aware Multi-Task Approach to Fake News and Rumour Detection using Transfer Learning
  22 Nov 2022 0 repositories listed
• Mitigating Negative Transfer in Multi-Task Learning with Exponential Moving Average Loss Weighting Strategies
  22 Nov 2022 0 repositories listed
• PartAL: Efficient Partial Active Learning in Multi-Task Visual Settings
  21 Nov 2022 0 repositories listed
• UnifiedABSA: A Unified ABSA Framework Based on Multi-task Instruction Tuning
  20 Nov 2022 0 repositories listed
• MIMT: Multi-Illuminant Color Constancy via Multi-Task Local Surface and Light Color Learning
  16 Nov 2022 0 repositories listed
• Improving the Robustness of DistilHuBERT to Unseen Noisy Conditions via Data Augmentation, Curriculum Learning, and Multi-Task Enhancement
  12 Nov 2022 0 repositories listed
• Enhancing and Adversarial: Improve ASR with Speaker Labels
  11 Nov 2022 0 repositories listed
• A Unified Analysis of Multi-task Functional Linear Regression Models with Manifold Constraint and Composite Quadratic Penalty
  9 Nov 2022 0 repositories listed
• Egocentric Audio-Visual Noise Suppression
  7 Nov 2022 0 repositories listed
• Exploiting Transformer-based Multitask Learning for the Detection of Media Bias in News Articles
  7 Nov 2022 0 repositories listed
• Preserving background sound in noise-robust voice conversion via multi-task learning
  6 Nov 2022 0 repositories listed
• Real-Time Joint Personalized Speech Enhancement and Acoustic Echo Cancellation
  4 Nov 2022 0 repositories listed
• Multi-task Learning for Source Attribution and Field Reconstruction for Methane Monitoring
  2 Nov 2022 0 repositories listed
• SpeechBlender: Speech Augmentation Framework for Mispronunciation Data Generation
  2 Nov 2022 0 repositories listed
• TFormer: 3D Tooth Segmentation in Mesh Scans with Geometry Guided Transformer
  29 Oct 2022 0 repositories listed
• Unifying the Discrete and Continuous Emotion labels for Speech Emotion Recognition
  29 Oct 2022 0 repositories listed
• Teacher-Student Architecture for Knowledge Learning: A Survey
  28 Oct 2022 0 repositories listed
• Multi-task Bias-Variance Trade-off Through Functional Constraints
  27 Oct 2022 0 repositories listed
• Discourse-Aware Emotion Cause Extraction in Conversations
  26 Oct 2022 0 repositories listed
• Is Multi-Task Learning an Upper Bound for Continual Learning?
  26 Oct 2022 0 repositories listed
• Extractive Summarization of Legal Decisions using Multi-task Learning and Maximal Marginal Relevance
  22 Oct 2022 0 repositories listed
• Speaker- and Age-Invariant Training for Child Acoustic Modeling Using Adversarial Multi-Task Learning
  19 Oct 2022 0 repositories listed
• PEMP: Leveraging Physics Properties to Enhance Molecular Property Prediction
  18 Oct 2022 0 repositories listed
• When Age-Invariant Face Recognition Meets Face Age Synthesis: A Multi-Task Learning Framework and A New Benchmark
  17 Oct 2022 0 repositories listed
• Multi-Task Learning based Video Anomaly Detection with Attention
  14 Oct 2022 0 repositories listed
• Watermarking Pre-trained Language Models with Backdooring
  14 Oct 2022 0 repositories listed
• Composite Learning for Robust and Effective Dense Predictions
  13 Oct 2022 0 repositories listed
• Explanations from Large Language Models Make Small Reasoners Better
  13 Oct 2022 0 repositories listed
• Multi-Task Learning for Joint Semantic Role and Proto-Role Labeling
  13 Oct 2022 0 repositories listed
• Optimizing Evaluation Metrics for Multi-Task Learning via the Alternating Direction Method of Multipliers
  12 Oct 2022 0 repositories listed
• Understanding Impacts of Task Similarity on Backdoor Attack and Detection
  12 Oct 2022 0 repositories listed
• Visually Similar Products Retrieval for Shopsy
  10 Oct 2022 0 repositories listed
• Data-Efficiency with a Single GPU: An Exploration of Transfer Methods for Small Language Models
  8 Oct 2022 0 repositories listed
• Depth Is All You Need for Monocular 3D Detection
  5 Oct 2022 0 repositories listed
• A Transformer-based Threshold-Free Framework for Multi-Intent NLU
  1 Oct 2022 0 repositories listed