Browse State-of-the-Art › Transfer Learning › Papers, page 43
Transfer Learning
Papers archive 2025-07-28
archive papers tagged: 10,307 · with a code link: 3,502 · where Syntology ran a sample: 692 (563 with a run with no instrument failure, 129 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (692 of 10,307 tagged: 563 with a run with no instrument failure, 129 where every run was a failure of Syntology's instrument)
Page 43 of 104: papers 4,201 to 4,300 of 10,307, 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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A Practical Guide to Fine-tuning Language Models with Limited Data14 Nov 2024 0 repositories listed
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Assessing the Performance of the DINOv2 Self-supervised Learning Vision Transformer Model for the Segmentation of the Left Atrium from MRI Images14 Nov 2024 0 repositories listed
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Edge Caching Optimization with PPO and Transfer Learning for Dynamic Environments14 Nov 2024 0 repositories listed
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Mono2Stereo: Monocular Knowledge Transfer for Enhanced Stereo Matching14 Nov 2024 0 repositories listed
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P-MMEval: A Parallel Multilingual Multitask Benchmark for Consistent Evaluation of LLMs14 Nov 2024 0 repositories listed
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A Composite Fault Diagnosis Model for NPPs Based on Bayesian-EfficientNet Module13 Nov 2024 0 repositories listed
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DEEGITS: Deep Learning based Framework for Measuring Heterogenous Traffic State in Challenging Traffic Scenarios13 Nov 2024 0 repositories listed
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Federated Graph Learning with Graphless Clients13 Nov 2024 0 repositories listed
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MVKTrans: Multi-View Knowledge Transfer for Robust Multiomics Classification13 Nov 2024 0 repositories listed
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Transfer Learning Guided Noise Reduction for Automatic Modulation Classification13 Nov 2024 0 repositories listed
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Zero-shot Cross-lingual Transfer Learning with Multiple Source and Target Languages for Information Extraction: Language Selection and Adversarial Training13 Nov 2024 0 repositories listed
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Comprehensive and Comparative Analysis between Transfer Learning and Custom Built VGG and CNN-SVM Models for Wildfire Detection12 Nov 2024 0 repositories listed
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Feature Interaction Fusion Self-Distillation Network For CTR Prediction12 Nov 2024 0 repositories listed
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Quantifying Knowledge Distillation Using Partial Information Decomposition12 Nov 2024 0 repositories listed
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DeepONet as a Multi-Operator Extrapolation Model: Distributed Pretraining with Physics-Informed Fine-Tuning11 Nov 2024 0 repositories listed
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A Hybrid Approach for COVID-19 Detection: Combining Wasserstein GAN with Transfer Learning10 Nov 2024 0 repositories listed
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CULL-MT: Compression Using Language and Layer pruning for Machine Translation10 Nov 2024 0 repositories listed
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MBL-CPDP: A Multi-objective Bilevel Method for Cross-Project Defect Prediction via Automated Machine Learning10 Nov 2024 0 repositories listed
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Cross-Domain Transfer Learning using Attention Latent Features for Multi-Agent Trajectory Prediction9 Nov 2024 0 repositories listed
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Towards Equitable ASD Diagnostics: A Comparative Study of Machine and Deep Learning Models Using Behavioral and Facial Data8 Nov 2024 0 repositories listed
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AGE2HIE: Transfer Learning from Brain Age to Predicting Neurocognitive Outcome for Infant Brain Injury7 Nov 2024 0 repositories listed
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Enhancing Bronchoscopy Depth Estimation through Synthetic-to-Real Domain Adaptation7 Nov 2024 0 repositories listed
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Cross Feature Fusion of Fundus Image and Generated Lesion Map for Referable Diabetic Retinopathy Classification6 Nov 2024 0 repositories listed
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Fine-tuning -- a Transfer Learning approach6 Nov 2024 0 repositories listed
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A Mamba Foundation Model for Time Series Forecasting5 Nov 2024 0 repositories listed
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Energy Price Modelling: A Comparative Evaluation of four Generations of Forecasting Methods5 Nov 2024 0 repositories listed
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Exploiting the Segment Anything Model (SAM) for Lung Segmentation in Chest X-ray Images5 Nov 2024 0 repositories listed
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Proxy-informed Bayesian transfer learning with unknown sources5 Nov 2024 0 repositories listed
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Against Multifaceted Graph Heterogeneity via Asymmetric Federated Prompt Learning4 Nov 2024 0 repositories listed
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4 Nov 2024 0 repositories listed
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Personalized Continual EEG Decoding: Retaining and Transferring Knowledge4 Nov 2024 0 repositories listed
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Supervised Transfer Learning Framework for Fault Diagnosis in Wind Turbines4 Nov 2024 0 repositories listed
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V-CAS: A Realtime Vehicle Anti Collision System Using Vision Transformer on Multi-Camera Streams4 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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Transfer Learning for Finetuning Large Language Models2 Nov 2024 0 repositories listed
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LLM-KT: A Versatile Framework for Knowledge Transfer from Large Language Models to Collaborative Filtering1 Nov 2024 0 repositories listed
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Magnitude Pruning of Large Pretrained Transformer Models with a Mixture Gaussian Prior1 Nov 2024 0 repositories listed
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Metric Learning for 3D Point Clouds Using Optimal Transport1 Nov 2024 0 repositories listed
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Attention is All You Need to Optimize Wind Farm Operations and Maintenance31 Oct 2024 0 repositories listed
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BioNCERE: Non-Contrastive Enhancement For Relation Extraction In Biomedical Texts31 Oct 2024 0 repositories listed
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Domain-decomposed image classification algorithms using linear discriminant analysis and convolutional neural networks30 Oct 2024 0 repositories listed
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Don't Just Pay Attention, PLANT It: Transfer L2R Models to Fine-tune Attention in Extreme Multi-Label Text Classification30 Oct 2024 0 repositories listed
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Mind the Gap: A Generalized Approach for Cross-Modal Embedding Alignment30 Oct 2024 0 repositories listed
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Nested ResNet: A Vision-Based Method for Detecting the Sensing Area of a Drop-in Gamma Probe30 Oct 2024 0 repositories listed
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Self-Driving Car Racing: Application of Deep Reinforcement Learning30 Oct 2024 0 repositories listed
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Sequential Order-Robust Mamba for Time Series Forecasting30 Oct 2024 0 repositories listed
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Transfer Learning in Vocal Education: Technical Evaluation of Limited Samples Describing Mezzo-soprano30 Oct 2024 0 repositories listed
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A Big Data-empowered System for Real-time Detection of Regional Discriminatory Comments on Vietnamese Social Media29 Oct 2024 0 repositories listed
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Advancing Efficient Brain Tumor Multi-Class Classification -- New Insights from the Vision Mamba Model in Transfer Learning29 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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Breast Cancer Histopathology Classification using CBAM-EfficientNetV2 with Transfer Learning29 Oct 2024 0 repositories listed
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The PV-ALE Dataset: Enhancing Apple Leaf Disease Classification Through Transfer Learning with Convolutional Neural Networks29 Oct 2024 0 repositories listed
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Towards Neural-Network-based optical temperature sensing of Semiconductor Membrane External Cavity Laser29 Oct 2024 0 repositories listed
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Yoga Pose Classification Using Transfer Learning29 Oct 2024 0 repositories listed
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Collaborative Knowledge Fusion: A Novel Approach for Multi-task Recommender Systems via LLMs28 Oct 2024 0 repositories listed
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KANsformer for Scalable Beamforming28 Oct 2024 0 repositories listed
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Causal Modeling in Multi-Context Systems: Distinguishing Multiple Context-Specific Causal Graphs which Account for Observational Support27 Oct 2024 0 repositories listed
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Leveraging Auxiliary Task Relevance for Enhanced Bearing Fault Diagnosis through Curriculum Meta-learning27 Oct 2024 0 repositories listed
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Uncovering Capabilities of Model Pruning in Graph Contrastive Learning27 Oct 2024 0 repositories listed
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Detection-Guided Deep Learning-Based Model with Spatial Regularization for Lung Nodule Segmentation26 Oct 2024 0 repositories listed
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Sensor2Text: Enabling Natural Language Interactions for Daily Activity Tracking Using Wearable Sensors26 Oct 2024 0 repositories listed
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A Review of Deep Learning Approaches for Non-Invasive Cognitive Impairment Detection25 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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Gene-Metabolite Association Prediction with Interactive Knowledge Transfer Enhanced Graph for Metabolite Production24 Oct 2024 0 repositories listed
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Transferring Knowledge from High-Quality to Low-Quality MRI for Adult Glioma Diagnosis24 Oct 2024 0 repositories listed
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Deep learning for model correction of dynamical systems with data scarcity23 Oct 2024 0 repositories listed
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New Insight in Cervical Cancer Diagnosis Using Convolution Neural Network Architecture23 Oct 2024 0 repositories listed
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Development of CNN Architectures using Transfer Learning Methods for Medical Image Classification22 Oct 2024 0 repositories listed
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EnvBridge: Bridging Diverse Environments with Cross-Environment Knowledge Transfer for Embodied AI22 Oct 2024 0 repositories listed
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Understanding Transfer Learning via Mean-field Analysis22 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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SSMT: Few-Shot Traffic Forecasting with Single Source Meta-Transfer21 Oct 2024 0 repositories listed
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Towards Optimal Adapter Placement for Efficient Transfer Learning21 Oct 2024 0 repositories listed
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FoMo: A Foundation Model for Mobile Traffic Forecasting with Diffusion Model20 Oct 2024 0 repositories listed
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KTCR: Improving Implicit Hate Detection with Knowledge Transfer driven Concept Refinement20 Oct 2024 0 repositories listed
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Generalizable Prediction Model of Molten Salt Mixture Density with Chemistry-Informed Transfer Learning19 Oct 2024 0 repositories listed
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Personalized Federated Learning with Adaptive Feature Aggregation and Knowledge Transfer19 Oct 2024 0 repositories listed
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Water quality polluted by total suspended solids classified within an Artificial Neural Network approach19 Oct 2024 0 repositories listed
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A novel approach towards the classification of Bone Fracture from Musculoskeletal Radiography images using Attention Based Transfer Learning18 Oct 2024 0 repositories listed
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Effects of Soft-Domain Transfer and Named Entity Information on Deception Detection18 Oct 2024 0 repositories listed
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Explainable AI in Handwriting Detection for Dyslexia Using Transfer Learning18 Oct 2024 0 repositories listed
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How Does Data Diversity Shape the Weight Landscape of Neural Networks?18 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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Transfer Learning on Transformers for Building Energy Consumption Forecasting -- A Comparative Study18 Oct 2024 0 repositories listed
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Transfer Reinforcement Learning in Heterogeneous Action Spaces using Subgoal Mapping18 Oct 2024 0 repositories listed
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CAKD: A Correlation-Aware Knowledge Distillation Framework Based on Decoupling Kullback-Leibler Divergence17 Oct 2024 0 repositories listed
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IGOR: Image-GOal Representations are the Atomic Control Units for Foundation Models in Embodied AI17 Oct 2024 0 repositories listed
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FedGTST: Boosting Global Transferability of Federated Models via Statistics Tuning16 Oct 2024 0 repositories listed
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iFuzzyTL: Interpretable Fuzzy Transfer Learning for SSVEP BCI System16 Oct 2024 0 repositories listed
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Local transfer learning Gaussian process modeling, with applications to surrogate modeling of expensive computer simulators16 Oct 2024 0 repositories listed
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TAS: Distilling Arbitrary Teacher and Student via a Hybrid Assistant16 Oct 2024 0 repositories listed
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Tracking Universal Features Through Fine-Tuning and Model Merging16 Oct 2024 0 repositories listed
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Transfer Learning on Multi-Dimensional Data: A Novel Approach to Neural Network-Based Surrogate Modeling16 Oct 2024 0 repositories listed
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A Survey on Deep Tabular Learning15 Oct 2024 0 repositories listed
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Exploring transfer learning for Deep NLP systems on rarely annotated languages15 Oct 2024 0 repositories listed
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Improving Bias in Facial Attribute Classification: A Combined Impact of KL Divergence induced Loss Function and Dual Attention15 Oct 2024 0 repositories listed
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Learning to rumble: Automated elephant call classification, detection and endpointing using deep architectures15 Oct 2024 0 repositories listed
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Transfer Learning Adapts to Changing PSD in Gravitational Wave Data15 Oct 2024 0 repositories listed
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Transfer Learning with Foundational Models for Time Series Forecasting using Low-Rank Adaptations15 Oct 2024 0 repositories listed
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YOLO-ELA: Efficient Local Attention Modeling for High-Performance Real-Time Insulator Defect Detection15 Oct 2024 0 repositories listed