Transfer Learning - 2025-11
Transfer Learning - 2025-11
| Publish Date | Title | Authors | Translate | Read | Code | |
|---|---|---|---|---|---|---|
| 2025-11-06 | Frequency Matters: When Time Series Foundation Models Fail Under Spectral Shift | Tianze Wang et.al. | 2511.05619 | translate | read | null |
| 2025-11-06 | Google-MedGemma Based Abnormality Detection in Musculoskeletal radiographs | Soumyajit Maity et.al. | 2511.05600 | translate | read | null |
| 2025-11-05 | Beyond Softmax: Dual-Branch Sigmoid Architecture for Accurate Class Activation Maps | Yoojin Oh et.al. | 2511.05590 | translate | read | null |
| 2025-11-06 | CardioPHON: Quality assessment and self-supervised pretraining for screening of cardiac function based on phonocardiogram recordings | Vladimir Despotovic et.al. | 2511.04533 | translate | read | null |
| 2025-11-06 | Active Domain Adaptation for mmWave-based HAR via Renyi Entropy-based Uncertainty Estimation | Mingzhi Lin et.al. | 2511.04219 | translate | read | null |
| 2025-11-06 | Learning to Land Anywhere: Transferable Generative Models for Aircraft Trajectories | Olav Finne Praesteng Larsen et.al. | 2511.04155 | translate | read | null |
| 2025-11-06 | Transfer Learning for Transformer-Based Modeling of Nonlinear Pulse Evolution in Er-Doped Fiber Amplifiers | Anastasia Bednyakova et.al. | 2511.04057 | translate | read | null |
| 2025-11-06 | MedDChest: A Content-Aware Multimodal Foundational Vision Model for Thoracic Imaging | Mahmoud Soliman et.al. | 2511.04016 | translate | read | null |
| 2025-11-05 | I Detect What I Don’t Know: Incremental Anomaly Learning with Stochastic Weight Averaging-Gaussian for Oracle-Free Medical Imaging | Nand Kumar Yadav et.al. | 2511.03912 | translate | read | null |
| 2025-11-05 | LFC-DA: Logical Formula-Controlled Data Augmentation for Enhanced Logical Reasoning | Shenghao Li et.al. | 2511.03372 | translate | read | null |
| 2025-11-05 | audio2chart: End to End Audio Transcription into playable Guitar Hero charts | Riccardo Tripodi et.al. | 2511.03337 | translate | read | null |
| 2025-11-05 | Beyond Ranked Lists: The SARAL Framework for Cross-Lingual Document Set Retrieval | Shantanu Agarwal et.al. | 2511.03228 | translate | read | null |
| 2025-11-05 | Test Time Adaptation Using Adaptive Quantile Recalibration | Paria Mehrbod et.al. | 2511.03148 | translate | read | null |
| 2025-11-04 | Data-Efficient Adaptation and a Novel Evaluation Method for Aspect-based Sentiment Analysis | Yan Cathy Hua et.al. | 2511.03034 | translate | read | link |
| 2025-11-04 | A Foundation Model for Brain MRI with Dynamic Modality Integration | Minh Sao Khue Luu et.al. | 2511.03014 | translate | read | null |
| 2025-11-04 | Domain-Adaptive Transformer for Data-Efficient Glioma Segmentation in Sub-Saharan MRI | Ilerioluwakiiye Abolade et.al. | 2511.02928 | translate | read | null |
| 2025-11-04 | NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction | Zhongmin Li et.al. | 2511.02888 | translate | read | null |
| 2025-11-04 | Bayesian full waveform inversion with learned prior using deep convolutional autoencoder | Shuhua Hu et.al. | 2511.02737 | translate | read | null |
| 2025-11-04 | Differentiable Hierarchical Visual Tokenization | Marius Aasan et.al. | 2511.02652 | translate | read | null |
| 2025-11-04 | Adapting General-Purpose Foundation Models for X-ray Ptychography in Low-Data Regimes | Robinson Umeike et.al. | 2511.02503 | translate | read | null |
| 2025-11-04 | Merging Continual Pretraining Models for Domain-Specialized LLMs: A Case Study in Finance | Kentaro Ueda et.al. | 2511.02451 | translate | read | null |
| 2025-11-04 | AyurParam: A State-of-the-Art Bilingual Language Model for Ayurveda | Mohd Nauman et.al. | 2511.02374 | translate | read | null |
| 2025-11-04 | RoME: Domain-Robust Mixture-of-Experts for MILP Solution Prediction across Domains | Tianle Pu et.al. | 2511.02331 | translate | read | null |
| 2025-11-04 | Monocular absolute depth estimation from endoscopy via domain-invariant feature learning and latent consistency | Hao Li et.al. | 2511.02247 | translate | read | null |
| 2025-11-04 | CFL: On the Use of Characteristic Function Loss for Domain Alignment in Machine Learning | Abdullah Almansour et.al. | 2511.02148 | translate | read | null |
| 2025-11-01 | Challenging DINOv3 Foundation Model under Low Inter-Class Variability: A Case Study on Fetal Brain Ultrasound | Edoardo Conti et.al. | 2511.01915 | translate | read | null |
| 2025-11-03 | Machine and Deep Learning for Indoor UWB Jammer Localization | Hamed Fard et.al. | 2511.01819 | translate | read | null |
| 2025-11-03 | An Open-Access Benchmark of Statistical and Machine-Learning Anomaly Detection Methods for Battery Applications | Mei-Chin Pang et.al. | 2511.01745 | translate | read | null |
| 2025-11-03 | A Soft-partitioned Semi-supervised Collaborative Transfer Learning Approach for Multi-Domain Recommendation | Xiaoyu Liu et.al. | 2511.01404 | translate | read | null |
| 2025-11-03 | AraFinNews: Arabic Financial Summarisation with Domain-Adapted LLMs | Mo El-Haj et.al. | 2511.01265 | translate | read | null |
| 2025-11-03 | Embodiment Transfer Learning for Vision-Language-Action Models | Chengmeng Li et.al. | 2511.01224 | translate | read | null |
| 2025-11-03 | Saliency-Guided Domain Adaptation for Left-Hand Driving in Autonomous Steering | Zahra Mehraban et.al. | 2511.01223 | translate | read | null |
| 2025-11-03 | Adapt under Attack and Domain Shift: Unified Adversarial Meta-Learning and Domain Adaptation for Robust Automatic Modulation Classification | Ali Owfi et.al. | 2511.01172 | translate | read | null |
| 2025-11-03 | STELLAR-koff: A Transfer Learning Model for Protein-Ligand Dissociation Rate Constant Prediction Based on Interaction Landscape | Jingyuan Li et.al. | 2511.01171 | translate | read | null |
| 2025-11-03 | Few-Shot Multimodal Medical Imaging: A Theoretical Framework | Md Talha Mohsin et.al. | 2511.01140 | translate | read | null |
| 2025-11-01 | Validating Deep Models for Alzheimer’s 18F-FDG PET Diagnosis Across Populations: A Study with Latin American Data | Hugo Massaroli et.al. | 2511.00728 | translate | read | null |
| 2025-11-01 | Learning an Efficient Optimizer via Hybrid-Policy Sub-Trajectory Balance | Yunchuan Guan et.al. | 2511.00543 | translate | read | null |
| 2025-11-01 | Fine-Tuning DialoGPT on Common Diseases in Rural Nepal for Medical Conversations | Birat Poudel et.al. | 2511.00514 | translate | read | null |
| 2025-11-01 | Region-Aware Reconstruction Strategy for Pre-training fMRI Foundation Model | Ruthwik Reddy Doodipala et.al. | 2511.00443 | translate | read | null |
| 2025-11-01 | Transfer Learning for Onboard Cloud Segmentation in Thermal Earth Observation: From Landsat to a CubeSat Constellation | Niklas Wölki et.al. | 2511.00357 | translate | read | null |
| 2025-11-01 | Towards Automated Petrography | Isai Daniel Chacón et.al. | 2511.00328 | translate | read | null |
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