Transfer Learning - 2025-07
Transfer Learning - 2025-07
| Publish Date | Title | Authors | Translate | Read | Code | |
|---|---|---|---|---|---|---|
| 2025-07-26 | Anomaly Detection in Human Language via Meta-Learning: A Few-Shot Approach | Saurav Singla et.al. | 2507.20019 | translate | read | null |
| 2025-07-23 | On the Interaction of Compressibility and Adversarial Robustness | Melih Barsbey et.al. | 2507.17725 | translate | read | null |
| 2025-07-23 | The Early Bird Identifies the Worm: You Can’t Beat a Head Start in Long-Term Body Re-ID (ECHO-BID) | Thomas M. Metz et.al. | 2507.17640 | translate | read | null |
| 2025-07-23 | SDC-Net: A Domain Adaptation Framework with Semantic-Dynamic Consistency for Cross-Subject EEG Emotion Recognition | Jiahao Tang et.al. | 2507.17524 | translate | read | null |
| 2025-07-23 | Language-Conditioned Open-Vocabulary Mobile Manipulation with Pretrained Models | Shen Tan et.al. | 2507.17379 | translate | read | null |
| 2025-07-23 | SFUOD: Source-Free Unknown Object Detection | Keon-Hee Park et.al. | 2507.17373 | translate | read | null |
| 2025-07-23 | Can LLMs Write CI? A Study on Automatic Generation of GitHub Actions Configurations | Taher A. Ghaleb et.al. | 2507.17165 | translate | read | null |
| 2025-07-23 | Model Compression Engine for Wearable Devices Skin Cancer Diagnosis | Jacob M. Delgado-López et.al. | 2507.17125 | translate | read | null |
| 2025-07-23 | Robust Five-Class and binary Diabetic Retinopathy Classification Using Transfer Learning and Data Augmentation | Faisal Ahmed et.al. | 2507.17121 | translate | read | null |
| 2025-07-23 | Reinforcement Learning Fine-Tunes a Sparse Subnetwork in Large Language Models | Andrii Balashov et.al. | 2507.17107 | translate | read | null |
| 2025-07-22 | Sensor Drift Compensation in Electronic-Nose-Based Gas Recognition Using Knowledge Distillation | Juntao Lin et.al. | 2507.17071 | translate | read | null |
| 2025-07-22 | Improving U-Net Confidence on TEM Image Data with L2-Regularization, Transfer Learning, and Deep Fine-Tuning | Aiden Ochoa et.al. | 2507.16779 | translate | read | null |
| 2025-07-22 | Synthetic Data Matters: Re-training with Geo-typical Synthetic Labels for Building Detection | Shuang Song et.al. | 2507.16657 | translate | read | null |
| 2025-07-22 | Towards Railway Domain Adaptation for LiDAR-based 3D Detection: Road-to-Rail and Sim-to-Real via SynDRA-BBox | Xavier Diaz et.al. | 2507.16413 | translate | read | null |
| 2025-07-22 | Continuous Test-time Domain Adaptation for Efficient Fault Detection under Evolving Operating Conditions | Han Sun et.al. | 2507.16354 | translate | read | null |
| 2025-07-22 | Perovskite-R1: A Domain-Specialized LLM for Intelligent Discovery of Precursor Additives and Experimental Design | Xin-De Wang et.al. | 2507.16307 | translate | read | null |
| 2025-07-21 | Enhancing Hindi NER in Low Context: A Comparative study of Transformer-based models with vs. without Retrieval Augmentation | Sumit Singh et.al. | 2507.16002 | translate | read | null |
| 2025-07-21 | An empirical study for the early detection of Mpox from skin lesion images using pretrained CNN models leveraging XAI technique | Mohammad Asifur Rahim et.al. | 2507.15915 | translate | read | null |
| 2025-07-21 | Sufficiency-principled Transfer Learning via Model Averaging | Xiyuan Zhang et.al. | 2507.15416 | translate | read | null |
| 2025-07-21 | StackTrans: From Large Language Model to Large Pushdown Automata Model | Kechi Zhang et.al. | 2507.15343 | translate | read | null |
| 2025-07-21 | Universal crystal material property prediction via multi-view geometric fusion in graph transformers | Liang Zhang et.al. | 2507.15303 | translate | read | null |
| 2025-07-21 | IM-Chat: A Multi-agent LLM-based Framework for Knowledge Transfer in Injection Molding Industry | Junhyeong Lee et.al. | 2507.15268 | translate | read | null |
| 2025-07-20 | A Case Against Implicit Standards: Homophone Normalization in Machine Translation for Languages that use the Ge’ez Script | Hellina Hailu Nigatu et.al. | 2507.15142 | translate | read | null |
| 2025-07-20 | Deep Generative Models in Condition and Structural Health Monitoring: Opportunities, Limitations and Future Outlook | Xin Yang et.al. | 2507.15026 | translate | read | null |
| 2025-07-20 | PHATNet: A Physics-guided Haze Transfer Network for Domain-adaptive Real-world Image Dehazing | Fu-Jen Tsai et.al. | 2507.14826 | translate | read | null |
| 2025-07-20 | Omni-Think: Scaling Cross-Domain Generalization in LLMs via Multi-Task RL with Hybrid Rewards | Derek Li et.al. | 2507.14783 | translate | read | null |
| 2025-07-19 | GTPBD: A Fine-Grained Global Terraced Parcel and Boundary Dataset | Zhiwei Zhang et.al. | 2507.14697 | translate | read | null |
| 2025-07-19 | Rethinking Suicidal Ideation Detection: A Trustworthy Annotation Framework and Cross-Lingual Model Evaluation | Amina Dzafic et.al. | 2507.14693 | translate | read | null |
| 2025-07-18 | Generalist Forecasting with Frozen Video Models via Latent Diffusion | Jacob C Walker et.al. | 2507.13942 | translate | read | null |
| 2025-07-18 | SuperCM: Improving Semi-Supervised Learning and Domain Adaptation through differentiable clustering | Durgesh Singh et.al. | 2507.13779 | translate | read | null |
| 2025-07-18 | ISAC: From Human to Environmental Sensing | Kai Wu et.al. | 2507.13766 | translate | read | null |
| 2025-07-18 | CU-ICU: Customizing Unsupervised Instruction-Finetuned Language Models for ICU Datasets via Text-to-Text Transfer Transformer | Teerapong Panboonyuen et.al. | 2507.13655 | translate | read | null |
| 2025-07-17 | Addressing the ML Domain Adaptation Problem for Networking: Realistic and Controllable Training Data Generation with NetReplica | Jaber Daneshamooz et.al. | 2507.13476 | translate | read | null |
| 2025-07-17 | Disentangling coincident cell events using deep transfer learning and compressive sensing | Moritz Leuthner et.al. | 2507.13176 | translate | read | null |
| 2025-07-17 | A Conceptual Framework for Requirements Engineering of Pretrained-Model-Enabled Systems | Dongming Jin et.al. | 2507.13095 | translate | read | null |
| 2025-07-17 | Improving Diagnostic Accuracy of Pigmented Skin Lesions With CNNs: an Application on the DermaMNIST Dataset | Nerma Kadric et.al. | 2507.12961 | translate | read | null |
| 2025-07-17 | IDS-Net: A novel framework for few-shot photovoltaic power prediction with interpretable dynamic selection and feature information fusion | Hang Fan et.al. | 2507.12745 | translate | read | null |
| 2025-07-17 | A Privacy-Preserving Semantic-Segmentation Method Using Domain-Adaptation Technique | Homare Sueyoshi et.al. | 2507.12730 | translate | read | null |
| 2025-07-16 | Improving physics-informed neural network extrapolation via transfer learning and adaptive activation functions | Athanasios Papastathopoulos-Katsaros et.al. | 2507.12659 | translate | read | null |
| 2025-07-16 | Best Practices for Large-Scale, Pixel-Wise Crop Mapping and Transfer Learning Workflows | Judy Long et.al. | 2507.12590 | translate | read | null |
| 2025-07-16 | Hybrid Ensemble Approaches: Optimal Deep Feature Fusion and Hyperparameter-Tuned Classifier Ensembling for Enhanced Brain Tumor Classification | Zahid Ullah et.al. | 2507.12177 | translate | read | null |
| 2025-07-16 | Fine-Grained Image Recognition from Scratch with Teacher-Guided Data Augmentation | Edwin Arkel Rios et.al. | 2507.12157 | translate | read | null |
| 2025-07-16 | SS-DC: Spatial-Spectral Decoupling and Coupling Across Visible-Infrared Gap for Domain Adaptive Object Detection | Xiwei Zhang et.al. | 2507.12017 | translate | read | null |
| 2025-07-16 | Dual form Complementary Masking for Domain-Adaptive Image Segmentation | Jiawen Wang et.al. | 2507.12008 | translate | read | null |
| 2025-07-16 | Schrödinger Bridge Consistency Trajectory Models for Speech Enhancement | Shuichiro Nishigori et.al. | 2507.11925 | translate | read | null |
| 2025-07-16 | Your LLM Knows the Future: Uncovering Its Multi-Token Prediction Potential | Mohammad Samragh et.al. | 2507.11851 | translate | read | null |
| 2025-07-15 | Precision Spatio-Temporal Feature Fusion for Robust Remote Sensing Change Detection | Buddhi Wijenayake et.al. | 2507.11523 | translate | read | null |
| 2025-07-15 | Physics-Informed Transfer Learning for Data-Driven Sound Source Reconstruction in Near-Field Acoustic Holography | Xinmeng Luan et.al. | 2507.11070 | translate | read | null |
| 2025-07-15 | LLM-Augmented Symptom Analysis for Cardiovascular Disease Risk Prediction: A Clinical NLP | Haowei Yang et.al. | 2507.11052 | translate | read | null |
| 2025-07-15 | Domain-Adaptive Small Language Models for Structured Tax Code Prediction | Souvik Nath et.al. | 2507.10880 | translate | read | null |
| 2025-07-14 | HEIMDALL: a grapH-based sEIsMic Detector And Locator for microseismicity | Matteo Bagagli et.al. | 2507.10850 | translate | read | null |
| 2025-07-14 | Supporting SENĆOTEN Language Documentation Efforts with Automatic Speech Recognition | Mengzhe Geng et.al. | 2507.10827 | translate | read | null |
| 2025-07-14 | Multi-Armed Sampling Problem and the End of Exploration | Mohammad Pedramfar et.al. | 2507.10797 | translate | read | null |
| 2025-07-14 | National level satellite-based crop field inventories in smallholder landscapes | Philippe Rufin et.al. | 2507.10499 | translate | read | null |
| 2025-07-14 | Toward Real-World Table Agents: Capabilities, Workflows, and Design Principles for LLM-based Table Intelligence | Jiaming Tian et.al. | 2507.10281 | translate | read | null |
| 2025-07-14 | Minimizing the Pretraining Gap: Domain-aligned Text-Based Person Retrieval | Shuyu Yang et.al. | 2507.10195 | translate | read | null |
| 2025-07-14 | Domain Borders Are There to Be Crossed With Federated Few-Shot Adaptation | Manuel Röder et.al. | 2507.10160 | translate | read | null |
| 2025-07-14 | A Transfer Learning-Based Method for Water Body Segmentation in Remote Sensing Imagery: A Case Study of the Zhada Tulin Area | Haonan Chen et.al. | 2507.10084 | translate | read | null |
| 2025-07-14 | Leveraging Swin Transformer for enhanced diagnosis of Alzheimer’s disease using multi-shell diffusion MRI | Quentin Dessain et.al. | 2507.09996 | translate | read | null |
| 2025-07-14 | Statistical Inference for Conditional Group Distributionally Robust Optimization with Cross-Entropy Loss | Zijian Guo et.al. | 2507.09905 | translate | read | null |
| 2025-07-13 | Low-Rank Adaptation of Deep Prior Neural Networks For Room Impulse Response Reconstruction | Mirco Pezzoli et.al. | 2507.09806 | translate | read | null |
| 2025-07-13 | Your Pretrained Model Tells the Difficulty Itself: A Self-Adaptive Curriculum Learning Paradigm for Natural Language Understanding | Qi Feng et.al. | 2507.09758 | translate | read | null |
| 2025-07-13 | Pre-trained Under Noise: A Framework for Robust Bone Fracture Detection in Medical Imaging | Robby Hoover et.al. | 2507.09731 | translate | read | null |
| 2025-07-11 | Dually Hierarchical Drift Adaptation for Online Configuration Performance Learning | Zezhen Xiang et.al. | 2507.08730 | translate | read | null |
| 2025-07-11 | KG-Attention: Knowledge Graph-Guided Attention at Test-Time via Bidirectional Information Aggregation | Songlin Zhai et.al. | 2507.08704 | translate | read | null |
| 2025-07-11 | From Enhancement to Understanding: Build a Generalized Bridge for Low-light Vision via Semantically Consistent Unsupervised Fine-tuning | Sen Wang et.al. | 2507.08380 | translate | read | null |
| 2025-07-11 | MM-Gesture: Towards Precise Micro-Gesture Recognition through Multimodal Fusion | Jihao Gu et.al. | 2507.08344 | translate | read | null |
| 2025-07-11 | Cross-Resolution SAR Target Detection Using Structural Hierarchy Adaptation and Reliable Adjacency Alignment | Jiang Qin et.al. | 2507.08290 | translate | read | null |
| 2025-07-11 | Transfer Learning and Mixup for Fine-Grained Few-Shot Fungi Classification | Jason Kahei Tam et.al. | 2507.08248 | translate | read | null |
| 2025-07-10 | An Embedded Real-time Object Alert System for Visually Impaired: A Monocular Depth Estimation based Approach through Computer Vision | Jareen Anjom et.al. | 2507.08165 | translate | read | null |
| 2025-07-10 | An Object-Based Deep Learning Approach for Building Height Estimation from Single SAR Images | Babak Memar et.al. | 2507.08096 | translate | read | null |
| 2025-07-10 | Skip a Layer or Loop it? Test-Time Depth Adaptation of Pretrained LLMs | Ziyue Li et.al. | 2507.07996 | translate | read | null |
| 2025-07-11 | Doodle Your Keypoints: Sketch-Based Few-Shot Keypoint Detection | Subhajit Maity et.al. | 2507.07994 | translate | read | link |
| 2025-07-10 | Not Only Consistency: Enhance Test-Time Adaptation with Spatio-temporal Inconsistency for Remote Physiological Measurement | Xiao Yang et.al. | 2507.07908 | translate | read | null |
| 2025-07-10 | BEAVER: Building Environments with Assessable Variation for Evaluating Multi-Objective Reinforcement Learning | Ruohong Liu et.al. | 2507.07769 | translate | read | null |
| 2025-07-10 | Sparse Causal Discovery with Generative Intervention for Unsupervised Graph Domain Adaptation | Junyu Luo et.al. | 2507.07621 | translate | read | null |
| 2025-07-09 | Time Series Foundation Models for Multivariate Financial Time Series Forecasting | Ben A. Marconi et.al. | 2507.07296 | translate | read | null |
| 2025-07-09 | Planted in Pretraining, Swayed by Finetuning: A Case Study on the Origins of Cognitive Biases in LLMs | Itay Itzhak et.al. | 2507.07186 | translate | read | link |
| 2025-07-11 | Vision-Language-Vision Auto-Encoder: Scalable Knowledge Distillation from Diffusion Models | Tiezheng Zhang et.al. | 2507.07104 | translate | read | link |
| 2025-07-09 | Does Data Scaling Lead to Visual Compositional Generalization? | Arnas Uselis et.al. | 2507.07102 | translate | read | link |
| 2025-07-09 | Deep Brain Net: An Optimized Deep Learning Model for Brain tumor Detection in MRI Images Using EfficientNetB0 and ResNet50 with Transfer Learning | Daniel Onah et.al. | 2507.07011 | translate | read | null |
| 2025-07-09 | Scaling Towards the Information Boundary of Instruction Set: InfinityInstruct-Subject Technical Report | Li Du et.al. | 2507.06968 | translate | read | null |
| 2025-07-10 | ixi-GEN: Efficient Industrial sLLMs through Domain Adaptive Continual Pretraining | Seonwu Kim et.al. | 2507.06795 | translate | read | null |
| 2025-07-09 | Tailoring deep learning for real-time brain-computer interfaces: From offline models to calibration-free online decoding | Martin Wimpff et.al. | 2507.06779 | translate | read | null |
| 2025-07-09 | On the Hardness of Unsupervised Domain Adaptation: Optimal Learners and Information-Theoretic Perspective | Zhiyi Dong et.al. | 2507.06552 | translate | read | null |
| 2025-07-09 | IMPACT: Industrial Machine Perception via Acoustic Cognitive Transformer | Changheon Han et.al. | 2507.06481 | translate | read | null |
| 2025-07-08 | Bridging Data Gaps of Rare Conditions in ICU: A Multi-Disease Adaptation Approach for Clinical Prediction | Mingcheng Zhu et.al. | 2507.06432 | translate | read | null |
| 2025-07-08 | Mitigating Multi-Sequence 3D Prostate MRI Data Scarcity through Domain Adaptation using Locally-Trained Latent Diffusion Models for Prostate Cancer Detection | Emerson P. Grabke et.al. | 2507.06384 | translate | read | null |
| 2025-07-08 | DS@GT at CheckThat! 2025: Detecting Subjectivity via Transfer-Learning and Corrective Data Augmentation | Maximilian Heil et.al. | 2507.06189 | translate | read | null |
| 2025-07-08 | A Survey on Prompt Tuning | Zongqian Li et.al. | 2507.06085 | translate | read | null |
| 2025-07-08 | Contrastive and Transfer Learning for Effective Audio Fingerprinting through a Real-World Evaluation Protocol | Christos Nikou et.al. | 2507.06070 | translate | read | null |
| 2025-07-08 | Improving Robustness of Foundation Models in Domain Adaptation with Soup-Adapters | Marco Roschkowski et.al. | 2507.05807 | translate | read | null |
| 2025-07-08 | PSAT: Pediatric Segmentation Approaches via Adult Augmentations and Transfer Learning | Tristan Kirscher et.al. | 2507.05764 | translate | read | null |
| 2025-07-08 | Domain adaptation of large language models for geotechnical applications | Lei Fan et.al. | 2507.05613 | translate | read | null |
| 2025-07-08 | SingLoRA: Low Rank Adaptation Using a Single Matrix | David Bensaïd et.al. | 2507.05566 | translate | read | link |
| 2025-07-07 | Predicting mutational effects on protein binding from folding energy | Arthur Deng et.al. | 2507.05502 | translate | read | null |
| 2025-07-07 | YOLO-APD: Enhancing YOLOv8 for Robust Pedestrian Detection on Complex Road Geometries | Aquino Joctum et.al. | 2507.05376 | translate | read | null |
| 2025-07-07 | $\varphi$ -Adapt: A Physics-Informed Adaptation Learning Approach to 2D Quantum Material Discovery | Hoang-Quan Nguyen et.al. | 2507.05184 | translate | read | null |
| 2025-07-07 | O_FT@EvalLLM2025 : étude comparative de choix de données et de stratégies d’apprentissage pour l’adaptation de modèles de langue à un domaine | Ismaël Rousseau et.al. | 2507.04895 | translate | read | null |
| 2025-07-07 | HGNet: High-Order Spatial Awareness Hypergraph and Multi-Scale Context Attention Network for Colorectal Polyp Detection | Xiaofang Liu et.al. | 2507.04880 | translate | read | null |
| 2025-07-07 | Towards Human-in-the-Loop Onset Detection: A Transfer Learning Approach for Maracatu | António Sá Pinto et.al. | 2507.04858 | translate | read | null |
| 2025-07-07 | Model Compression using Progressive Channel Pruning | Jinyang Guo et.al. | 2507.04792 | translate | read | null |
| 2025-07-07 | Interaction-Merged Motion Planning: Effectively Leveraging Diverse Motion Datasets for Robust Planning | Giwon Lee et.al. | 2507.04790 | translate | read | null |
| 2025-07-07 | An analysis of vision-language models for fabric retrieval | Francesco Giuliari et.al. | 2507.04735 | translate | read | null |
| 2025-07-07 | PRISM: Pointcloud Reintegrated Inference via Segmentation and Cross-attention for Manipulation | Daqi Huang et.al. | 2507.04633 | translate | read | null |
| 2025-07-06 | Transfer Learning in Infinite Width Feature Learning Networks | Clarissa Lauditi et.al. | 2507.04448 | translate | read | null |
| 2025-07-06 | Transferring Visual Explainability of Self-Explaining Models through Task Arithmetic | Yuya Yoshikawa et.al. | 2507.04380 | translate | read | null |
| 2025-07-03 | APT: Adaptive Personalized Training for Diffusion Models with Limited Data | JungWoo Chae et.al. | 2507.02687 | translate | read | null |
| 2025-07-03 | Benchmarking Akan ASR Models Across Domain-Specific Datasets: A Comparative Evaluation of Performance, Scalability, and Adaptability | Mark Atta Mensah et.al. | 2507.02407 | translate | read | null |
| 2025-07-03 | Wildlife Target Re-Identification Using Self-supervised Learning in Non-Urban Settings | Mufhumudzi Muthivhi et.al. | 2507.02403 | translate | read | null |
| 2025-07-03 | DoMIX: An Efficient Framework for Exploiting Domain Knowledge in Fine-Tuning | Dohoon Kim et.al. | 2507.02302 | translate | read | null |
| 2025-07-03 | ViRefSAM: Visual Reference-Guided Segment Anything Model for Remote Sensing Segmentation | Hanbo Bi et.al. | 2507.02294 | translate | read | null |
| 2025-07-03 | Cross-domain Hyperspectral Image Classification based on Bi-directional Domain Adaptation | Yuxiang Zhang et.al. | 2507.02268 | translate | read | link |
| 2025-07-03 | Transfer Learning for Matrix Completion | Dali Liu et.al. | 2507.02248 | translate | read | null |
| 2025-07-03 | Domain-Adversarial Transfer Learning for Fault Root Cause Identification in Cloud Computing Systems | Bruce Fang et.al. | 2507.02233 | translate | read | null |
| 2025-07-02 | Team RAS in 9th ABAW Competition: Multimodal Compound Expression Recognition Approach | Elena Ryumina et.al. | 2507.02205 | translate | read | link |
| 2025-07-02 | Underwater Monocular Metric Depth Estimation: Real-World Benchmarks and Synthetic Fine-Tuning | Zijie Cai et.al. | 2507.02148 | translate | read | null |
| 2025-07-02 | Transfer Learning for VLC-based indoor Localization: Addressing Environmental Variability | Masood Jan et.al. | 2507.01575 | translate | read | null |
| 2025-07-02 | How Weight Resampling and Optimizers Shape the Dynamics of Continual Learning and Forgetting in Neural Networks | Lapo Frati et.al. | 2507.01559 | translate | read | null |
| 2025-07-02 | Representation Entanglement for Generation:Training Diffusion Transformers Is Much Easier Than You Think | Ge Wu et.al. | 2507.01467 | translate | read | link |
| 2025-07-02 | A Large Language Model for Chemistry and Retrosynthesis Predictions | Yueqing Zhang et.al. | 2507.01444 | translate | read | null |
| 2025-07-02 | Automated Classification of Volcanic Earthquakes Using Transformer Encoders: Insights into Data Quality and Model Interpretability | Y. Suzuki et.al. | 2507.01260 | translate | read | null |
| 2025-07-01 | Box Pose and Shape Estimation and Domain Adaptation for Large-Scale Warehouse Automation | Xihang Yu et.al. | 2507.00984 | translate | read | null |
| 2025-07-01 | MVP: Winning Solution to SMP Challenge 2025 Video Track | Liliang Ye et.al. | 2507.00950 | translate | read | null |
| 2025-07-01 | Phase Transition in Nonparametric Minimax Rates for Covariate Shifts on Approximate Manifolds | Yuyao Wang et.al. | 2507.00889 | translate | read | null |
| 2025-07-02 | Can Large Language Models Develop Strategic Reasoning? Post-training Insights from Learning Chess | Dongyoon Hwang et.al. | 2507.00726 | translate | read | null |
| 2025-07-01 | UPRE: Zero-Shot Domain Adaptation for Object Detection via Unified Prompt and Representation Enhancement | Xiao Zhang et.al. | 2507.00721 | translate | read | null |
| 2025-07-01 | Adapt Your Body: Mitigating Proprioception Shifts in Imitation Learning | Fuhang Kuang et.al. | 2506.23944 | translate | read | null |
| 2025-07-01 | Graft: Integrating the Domain Knowledge via Efficient Parameter Synergy for MLLMs | Yang Dai et.al. | 2506.23940 | translate | read | null |
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