Transfer Learning - 2025-10
Transfer Learning - 2025-10
| Publish Date | Title | Authors | Translate | Read | Code | |
|---|---|---|---|---|---|---|
| 2025-10-26 | EEGReXferNet: A Lightweight Gen-AI Framework for EEG Subspace Reconstruction via Cross-Subject Transfer Learning and Channel-Aware Embedding | Shantanu Sarkar et.al. | 2511.02848 | translate | read | null |
| 2025-10-29 | Retrieval-Augmented Multimodal Depression Detection | Ruibo Hou et.al. | 2511.01892 | translate | read | null |
| 2025-10-31 | Multi-View Consistent Human Image Customization via In-Context Learning | Hengjia Li et.al. | 2511.00293 | translate | read | null |
| 2025-10-31 | FedReplay: A Feature Replay Assisted Federated Transfer Learning Framework for Efficient and Privacy-Preserving Smart Agriculture | Long Li et.al. | 2511.00269 | translate | read | null |
| 2025-10-31 | Melanoma Classification Through Deep Ensemble Learning and Explainable AI | Wadduwage Shanika Perera et.al. | 2511.00246 | translate | read | null |
| 2025-10-31 | An Efficient and Generalizable Transfer Learning Method for Weather Condition Detection on Ground Terminals | Wenxuan Zhang et.al. | 2511.00211 | translate | read | null |
| 2025-10-31 | Transfer learning discovery of molecular modulators for perovskite solar cells | Haoming Yan et.al. | 2511.00204 | translate | read | null |
| 2025-10-31 | A Retrospect to Multi-prompt Learning across Vision and Language | Ziliang Chen et.al. | 2511.00191 | translate | read | null |
| 2025-10-30 | A filtering scheme for confocal laser endomicroscopy (CLE)-video sequences for self-supervised learning | Nils Porsche et.al. | 2511.00098 | translate | read | null |
| 2025-10-30 | SpinalSAM-R1: A Vision-Language Multimodal Interactive System for Spine CT Segmentation | Jiaming Liu et.al. | 2511.00095 | translate | read | null |
| 2025-10-27 | Probing Knowledge Holes in Unlearned LLMs | Myeongseob Ko et.al. | 2511.00030 | translate | read | null |
| 2025-10-31 | Data-Efficient Domain Adaptation for LLM-based MT using Contrastive Preference Optimization | Inacio Vieira et.al. | 2510.27556 | translate | read | null |
| 2025-10-31 | Multilingual BERT language model for medical tasks: Evaluation on domain-specific adaptation and cross-linguality | Yinghao Luo et.al. | 2510.27552 | translate | read | null |
| 2025-10-31 | Active transfer learning for structural health monitoring | J. Poole et.al. | 2510.27525 | translate | read | null |
| 2025-10-31 | Leveraging Generic Time Series Foundation Models for EEG Classification | Théo Gnassounou et.al. | 2510.27522 | translate | read | null |
| 2025-10-31 | Parameterized Prompt for Incremental Object Detection | Zijia An et.al. | 2510.27316 | translate | read | null |
| 2025-10-31 | FedSM: Robust Semantics-Guided Feature Mixup for Bias Reduction in Federated Learning with Long-Tail Data | Jingrui Zhang et.al. | 2510.27240 | translate | read | null |
| 2025-10-31 | Soft Task-Aware Routing of Experts for Equivariant Representation Learning | Jaebyeong Jeon et.al. | 2510.27222 | translate | read | null |
| 2025-10-30 | GeoPep: A geometry-aware masked language model for protein-peptide binding site prediction | Dian Chen et.al. | 2510.27040 | translate | read | null |
| 2025-10-30 | PF-DAformer: Proximal Femur Segmentation via Domain Adaptive Transformer for Dual-Center QCT | Rochak Dhakal et.al. | 2510.26903 | translate | read | null |
| 2025-10-29 | UP2D: Uncertainty-aware Progressive Pseudo-label Denoising for Source-Free Domain Adaptive Medical Image Segmentation | Quang-Khai Bui-Tran et.al. | 2510.26826 | translate | read | null |
| 2025-10-30 | Evontree: Ontology Rule-Guided Self-Evolution of Large Language Models | Mingchen Tu et.al. | 2510.26683 | translate | read | null |
| 2025-10-30 | CATCH: A Modular Cross-domain Adaptive Template with Hook | Xinjin Li et.al. | 2510.26582 | translate | read | null |
| 2025-10-30 | A Three-Stage Bayesian Transfer Learning Framework to Improve Predictions in Data-Scarce Domains | Aidan Furlong et.al. | 2510.26541 | translate | read | null |
| 2025-10-30 | Analysis of the Robustness of an Edge Detector Based on Cellular Automata Optimized by Particle Swarm | Vinícius Ferraria et.al. | 2510.26509 | translate | read | null |
| 2025-10-30 | Applications of Machine Learning in Polymer Materials: Property Prediction, Material Design, and Systematic Processes | Hongtao Guo Shuai Li Shu Li et.al. | 2510.26100 | translate | read | null |
| 2025-10-29 | FakeZero: Real-Time, Privacy-Preserving Misinformation Detection for Facebook and X | Soufiane Essahli et.al. | 2510.25932 | translate | read | null |
| 2025-10-29 | EHR-R1: A Reasoning-Enhanced Foundational Language Model for Electronic Health Record Analysis | Yusheng Liao et.al. | 2510.25628 | translate | read | null |
| 2025-10-29 | Zero Reinforcement Learning Towards General Domains | Yuyuan Zeng et.al. | 2510.25528 | translate | read | null |
| 2025-10-29 | Diffusion-Driven Progressive Target Manipulation for Source-Free Domain Adaptation | Yuyang Huang et.al. | 2510.25279 | translate | read | null |
| 2025-10-29 | DeepShield: Fortifying Deepfake Video Detection with Local and Global Forgery Analysis | Yinqi Cai et.al. | 2510.25237 | translate | read | null |
| 2025-10-29 | Improving time series estimation and prediction via transfer learning | Yuchang Lin et.al. | 2510.25236 | translate | read | null |
| 2025-10-29 | Aligning What You Separate: Denoised Patch Mixing for Source-Free Domain Adaptation in Medical Image Segmentation | Quang-Khai Bui-Tran et.al. | 2510.25227 | translate | read | null |
| 2025-10-29 | Test-Time Adaptive Object Detection with Foundation Model | Yingjie Gao et.al. | 2510.25175 | translate | read | null |
| 2025-10-29 | GAPMAP: Mapping Scientific Knowledge Gaps in Biomedical Literature Using Large Language Models | Nourah M Salem et.al. | 2510.25055 | translate | read | null |
| 2025-10-28 | Emergence of Minimal Circuits for Indirect Object Identification in Attention-Only Transformers | Rabin Adhikari et.al. | 2510.25013 | translate | read | null |
| 2025-10-28 | Machine-Learning-Assisted Comparison of Regression Functions | Jian Yan et.al. | 2510.24714 | translate | read | null |
| 2025-10-28 | Cluster Dose Prediction in Carbon Ion Therapy: Using Transfer Learning from a Pretrained Dose Prediction U-Net | Miriam Schwarze et.al. | 2510.24703 | translate | read | null |
| 2025-10-28 | Politically Speaking: LLMs on Changing International Affairs | Xuenan Cao et.al. | 2510.24582 | translate | read | null |
| 2025-10-28 | BEST-RQ-Based Self-Supervised Learning for Whisper Domain Adaptation | Raphaël Bagat et.al. | 2510.24570 | translate | read | null |
| 2025-10-28 | Talk2Ref: A Dataset for Reference Prediction from Scientific Talks | Frederik Broy et.al. | 2510.24478 | translate | read | null |
| 2025-10-28 | A Domain Adaptive Position Reconstruction Method for Time Projection Chamber based on Deep Neural Network | Xiaoran Guo et.al. | 2510.24329 | translate | read | null |
| 2025-10-28 | Self-supervised Synthetic Pretraining for Inference of Stellar Mass Embedded in Dense Gas | Keiya Hirashima et.al. | 2510.24159 | translate | read | null |
| 2025-10-28 | Mitigating Negative Transfer via Reducing Environmental Disagreement | Hui Sun et.al. | 2510.24044 | translate | read | null |
| 2025-10-28 | Mars-Bench: A Benchmark for Evaluating Foundation Models for Mars Science Tasks | Mirali Purohit et.al. | 2510.24010 | translate | read | null |
| 2025-10-27 | Adaptive Training of INRs via Pruning and Densification | Diana Aldana et.al. | 2510.23943 | translate | read | null |
| 2025-10-24 | Integrating Genomics into Multimodal EHR Foundation Models | Jonathan Amar et.al. | 2510.23639 | translate | read | null |
| 2025-10-27 | DPGLA: Bridging the Gap between Synthetic and Real Data for Unsupervised Domain Adaptation in 3D LiDAR Semantic Segmentation | Wanmeng Li et.al. | 2510.23525 | translate | read | null |
| 2025-10-27 | Dexbotic: Open-Source Vision-Language-Action Toolbox | Bin Xie et.al. | 2510.23511 | translate | read | null |
| 2025-10-27 | CURVETE: Curriculum Learning and Progressive Self-supervised Training for Medical Image Classification | Asmaa Abbas et.al. | 2510.23442 | translate | read | null |
| 2025-10-27 | Multitask Multimodal Self-Supervised Learning for Medical Images | Cristian Simionescu et.al. | 2510.23325 | translate | read | null |
| 2025-10-27 | PTPP-Aware Adaptation Scaling Laws: Predicting Domain-Adaptation Performance at Unseen Pre-Training Budgets | Etienne Goffinet et.al. | 2510.23198 | translate | read | null |
| 2025-10-27 | DREaM: Drug-Drug Relation Extraction via Transfer Learning Method | Ali Fata et.al. | 2510.23189 | translate | read | null |
| 2025-10-27 | DeepSalt: Bridging Laboratory and Satellite Spectra through Domain Adaptation and Knowledge Distillation for Large-Scale Soil Salinity Estimation | Rupasree Dey et.al. | 2510.23124 | translate | read | null |
| 2025-10-27 | Quantizing Space and Time: Fusing Time Series and Images for Earth Observation | Gianfranco Basile et.al. | 2510.23118 | translate | read | null |
| 2025-10-27 | LightPFP: A Lightweight Route to Ab Initio Accuracy at Scale | Wenwen Li et.al. | 2510.23064 | translate | read | null |
| 2025-10-27 | TLCD: A Deep Transfer Learning Framework for Cross-Disciplinary Cognitive Diagnosis | Zhifeng Wang et.al. | 2510.23062 | translate | read | null |
| 2025-10-27 | Survey of Multimodal Geospatial Foundation Models: Techniques, Applications, and Challenges | Liling Yang et.al. | 2510.22964 | translate | read | null |
| 2025-10-26 | Inductive Transfer Learning for Graph-Based Recommenders | Florian Grötschla et.al. | 2510.22799 | translate | read | null |
| 2025-10-26 | Cross-Species Transfer Learning in Agricultural AI: Evaluating ZebraPose Adaptation for Dairy Cattle Pose Estimation | Mackenzie Tapp et.al. | 2510.22618 | translate | read | null |
| 2025-10-26 | Text to Trust: Evaluating Fine-Tuning and LoRA Trade-offs in Language Models for Unfair Terms of Service Detection | Noshitha Padma Pratyusha Juttu et.al. | 2510.22531 | translate | read | null |
| 2025-10-26 | GateFuseNet: An Adaptive 3D Multimodal Neuroimaging Fusion Network for Parkinson’s Disease Diagnosis | Rui Jin et.al. | 2510.22507 | translate | read | null |
| 2025-10-25 | Complementary Human-AI Clinical Reasoning in Ophthalmology | Mertcan Sevgi et.al. | 2510.22414 | translate | read | null |
| 2025-10-25 | AnyECG-Lab: An Exploration Study of Fine-tuning an ECG Foundation Model to Estimate Laboratory Values from Single-Lead ECG Signals | Yujie Xiao et.al. | 2510.22301 | translate | read | null |
| 2025-10-25 | Synthetic-to-Real Transfer Learning for Chromatin-Sensitive PWS Microscopy | Jahidul Arafat et.al. | 2510.22239 | translate | read | null |
| 2025-10-25 | DiffusionLane: Diffusion Model for Lane Detection | Kunyang Zhou et.al. | 2510.22236 | translate | read | null |
| 2025-10-25 | GALA: A GlobAl-LocAl Approach for Multi-Source Active Domain Adaptation | Juepeng Zheng et.al. | 2510.22214 | translate | read | null |
| 2025-10-25 | Simplifying Knowledge Transfer in Pretrained Models | Siddharth Jain et.al. | 2510.22208 | translate | read | null |
| 2025-10-25 | Attention Residual Fusion Network with Contrast for Source-free Domain Adaptation | Renrong Shao et.al. | 2510.22142 | translate | read | null |
| 2025-10-25 | Hierarchical Graph Networks for Accurate Weather Forecasting via Lightweight Training | Thomas Bailie et.al. | 2510.22094 | translate | read | null |
| 2025-10-24 | Automatic Assessment of Students’ Classroom Engagement with Bias Mitigated Multi-task Model | James Thiering et.al. | 2510.22057 | translate | read | null |
| 2025-10-24 | LiteDiff | Ruchir Namjoshi et.al. | 2510.22004 | translate | read | null |
| 2025-10-24 | Adaptive Split-MMD Training for Small-Sample Cross-Dataset P300 EEG Classification | Weiyu Chen et.al. | 2510.21969 | translate | read | null |
| 2025-10-24 | DAP-MAE: Domain-Adaptive Point Cloud Masked Autoencoder for Effective Cross-Domain Learning | Ziqi Gao et.al. | 2510.21635 | translate | read | null |
| 2025-10-24 | MATrack: Efficient Multiscale Adaptive Tracker for Real-Time Nighttime UAV Operations | Xuzhao Li et.al. | 2510.21586 | translate | read | null |
| 2025-10-24 | REVE: A Foundation Model for EEG – Adapting to Any Setup with Large-Scale Pretraining on 25,000 Subjects | Yassine El Ouahidi et.al. | 2510.21585 | translate | read | null |
| 2025-10-24 | Leveraging Classical Algorithms for Graph Neural Networks | Jason Wu et.al. | 2510.21574 | translate | read | null |
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