Transfer Learning - 2024-08

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2024-08-30 MoRe Fine-Tuning with 10x Fewer Parameters Wenxuan Tan et.al. 2408.17383 translate read link
2024-08-30 NDP: Next Distribution Prediction as a More Broad Target Junhao Ruan et.al. 2408.17377 translate read null
2024-08-30 BTMuda: A Bi-level Multi-source unsupervised domain adaptation framework for breast cancer diagnosis Yuxiang Yang et.al. 2408.17054 translate read null
2024-08-30 Contrastive Learning with Synthetic Positives Dewen Zeng et.al. 2408.16965 translate read link
2024-08-30 An Empirical Study of Scaling Laws for Transfer Matthew Barnett et.al. 2408.16947 translate read null
2024-08-29 Comparative Analysis of Transfer Learning Models for Breast Cancer Classification Sania Eskandari et.al. 2408.16859 translate read null
2024-08-29 Data Quality Monitoring through Transfer Learning on Anomaly Detection for the Hadron Calorimeters Mulugeta Weldezgina Asres et.al. 2408.16612 translate read null
2024-08-29 MICDrop: Masking Image and Depth Features via Complementary Dropout for Domain-Adaptive Semantic Segmentation Linyan Yang et.al. 2408.16478 translate read null
2024-08-29 Improving 3D deep learning segmentation with biophysically motivated cell synthesis Roman Bruch et.al. 2408.16471 translate read null
2024-08-29 Multi-source Domain Adaptation for Panoramic Semantic Segmentation Jing Jiang et.al. 2408.16469 translate read null
2024-08-29 On Transfer Learning for a Fully Convolutional Deep Neural SIMO Receiver Uyoata E. Uyoata et.al. 2408.16401 translate read null
2024-08-29 P2P-Bridge: Diffusion Bridges for 3D Point Cloud Denoising Mathias Vogel et.al. 2408.16325 translate read link
2024-08-29 Low Saturation Confidence Distribution-based Test-Time Adaptation for Cross-Domain Remote Sensing Image Classification Yu Liang et.al. 2408.16265 translate read null
2024-08-29 Efficient Transfer Learning Framework for Cross-Domain Click-Through Rate Prediction Qi Liu et.al. 2408.16238 translate read null
2024-08-29 A More Unified Theory of Transfer Learning Steve Hanneke et.al. 2408.16189 translate read null
2024-08-28 Q-MRS: A Deep Learning Framework for Quantitative Magnetic Resonance Spectra Analysis Christopher J. Wu et.al. 2408.15999 translate read null
2024-08-28 Auxiliary Input in Training: Incorporating Catheter Features into Deep Learning Models for ECG-Free Dynamic Coronary Roadmapping Yikang Liu et.al. 2408.15947 translate read null
2024-08-28 Emulating Brain-like Rapid Learning in Neuromorphic Edge Computing Kenneth Stewart et.al. 2408.15800 translate read link
2024-08-28 Transfer Learning from Simulated to Real Scenes for Monocular 3D Object Detection Sondos Mohamed et.al. 2408.15637 translate read null
2024-08-27 The Mamba in the Llama: Distilling and Accelerating Hybrid Models Junxiong Wang et.al. 2408.15237 translate read link
2024-08-27 Automatic 8-tissue Segmentation for 6-month Infant Brains Yilan Dong et.al. 2408.15198 translate read null
2024-08-27 Interactive Occlusion Boundary Estimation through Exploitation of Synthetic Data Lintao Xu et.al. 2408.15038 translate read null
2024-08-27 The VoxCeleb Speaker Recognition Challenge: A Retrospective Jaesung Huh et.al. 2408.14886 translate read null
2024-08-27 Advancing Adversarial Suffix Transfer Learning on Aligned Large Language Models Hongfu Liu et.al. 2408.14866 translate read null
2024-08-27 GeoTransfer : Generalizable Few-Shot Multi-View Reconstruction via Transfer Learning Shubhendu Jena et.al. 2408.14724 translate read null
2024-08-26 Comparative Analysis: Violence Recognition from Videos using Transfer Learning Dursun Dashdamirov et.al. 2408.14659 translate read link
2024-08-26 Model Parallel Training and Transfer Learning for Convolutional Neural Networks by Domain Decomposition Axel Klawonn et.al. 2408.14442 translate read null
2024-08-26 Application of Neural Ordinary Differential Equations for ITER Burning Plasma Dynamics Zefang Liu et.al. 2408.14404 translate read link
2024-08-26 Probing Causality Manipulation of Large Language Models Chenyang Zhang et.al. 2408.14380 translate read link
2024-08-26 Beyond Few-shot Object Detection: A Detailed Survey Vishal Chudasama et.al. 2408.14249 translate read null
2024-08-26 Dual-Path Adversarial Lifting for Domain Shift Correction in Online Test-time Adaptation Yushun Tang et.al. 2408.13983 translate read link
2024-08-26 Histology Virtual Staining with Mask-Guided Adversarial Transfer Learning for Tertiary Lymphoid Structure Detection Qiuli Wang et.al. 2408.13978 translate read null
2024-08-25 Infrared Domain Adaptation with Zero-Shot Quantization Burak Sevsay et.al. 2408.13925 translate read null
2024-08-25 InSpaceType: Dataset and Benchmark for Reconsidering Cross-Space Type Performance in Indoor Monocular Depth Cho-Ying Wu et.al. 2408.13708 translate read null
2024-08-24 Localize-and-Stitch: Efficient Model Merging via Sparse Task Arithmetic Yifei He et.al. 2408.13656 translate read link
2024-08-26 Question answering system of bridge design specification based on large language model Leye Zhang et.al. 2408.13282 translate read link
2024-08-23 Enhancing Few-Shot Transfer Learning with Optimized Multi-Task Prompt Tuning through Modular Prompt Composition Ahmad Pouramini et.al. 2408.13227 translate read null
2024-08-23 Deep Learning for Lung Disease Classification Using Transfer Learning and a Customized CNN Architecture with Attention Xiaoyi Liu et.al. 2408.13180 translate read null
2024-08-23 Localization in Dynamic Indoor MIMO-OFDM Wireless Systems using Domain Adaptation Rafail Ismayilov et.al. 2408.13017 translate read null
2024-08-23 E-code: Mastering Efficient Code Generation through Pretrained Models and Expert Encoder Group Yue Pan et.al. 2408.12948 translate read null
2024-08-23 A cost-effective strategy of enhancing machine learning potentials by transfer learning from a multicomponent dataset on ænet-PyTorch An Niza El Aisnadaa et.al. 2408.12939 translate read null
2024-08-23 Efficient Training Approaches for Performance Anomaly Detection Models in Edge Computing Environments Duneesha Fernando et.al. 2408.12855 translate read null
2024-08-23 Underwater SONAR Image Classification and Analysis using LIME-based Explainable Artificial Intelligence Purushothaman Natarajan et.al. 2408.12837 translate read link
2024-08-22 Revisiting Cross-Domain Problem for LiDAR-based 3D Object Detection Ruixiao Zhang et.al. 2408.12708 translate read null
2024-08-22 Stochastic Compositional Minimax Optimization with Provable Convergence Guarantees Yuyang Deng et.al. 2408.12505 translate read null
2024-08-22 Enhanced Infield Agriculture with Interpretable Machine Learning Approaches for Crop Classification Sudi Murindanyi et.al. 2408.12426 translate read null
2024-08-22 Modularized data-driven approximation of the Koopman operator and generator Yang Guo et.al. 2408.12277 translate read null
2024-08-22 Accounts of using the Tustin-Net architecture on a rotary inverted pendulum Stijn van Esch et.al. 2408.12266 translate read link
2024-08-23 Enhanced Fine-Tuning of Lightweight Domain-Specific Q&A Model Based on Large Language Models Shenglin Zhang et.al. 2408.12247 translate read link
2024-08-22 Rank and Align: Towards Effective Source-free Graph Domain Adaptation Junyu Luo et.al. 2408.12185 translate read null
2024-08-22 Domain Adaptation for Offline Reinforcement Learning with Limited Samples Weiqin Chen et.al. 2408.12136 translate read null
2024-08-21 Defining Boundaries: The Impact of Domain Specification on Cross-Language and Cross-Domain Transfer in Machine Translation Lia Shahnazaryan et.al. 2408.11926 translate read null
2024-08-21 Embedding Ordinality to Binary Loss Function for Improving Solar Flare Forecasting Chetraj Pandey et.al. 2408.11768 translate read link
2024-08-21 Transfer Learning and the Early Estimation of Single-Photon Source Quality using Machine Learning Methods David Jacob Kedziora et.al. 2408.11322 translate read link
2024-08-21 RedWhale: An Adapted Korean LLM Through Efficient Continual Pretraining Anh-Dung Vo et.al. 2408.11294 translate read null
2024-08-20 Multichannel Attention Networks with Ensembled Transfer Learning to Recognize Bangla Handwritten Charecter Farhanul Haque et.al. 2408.10955 translate read null
2024-08-20 The Evolution of Reinforcement Learning in Quantitative Finance Nikolaos Pippas et.al. 2408.10932 translate read null
2024-08-20 ViLReF: A Chinese Vision-Language Retinal Foundation Model Shengzhu Yang et.al. 2408.10894 translate read link
2024-08-21 Flexora: Flexible Low Rank Adaptation for Large Language Models Chenxing Wei et.al. 2408.10774 translate read link
2024-08-20 TDS-CLIP: Temporal Difference Side Network for Image-to-Video Transfer Learning Bin Wang et.al. 2408.10688 translate read null
2024-08-20 A Noncontact Technique for Wave Measurement Based on Thermal Stereography and Deep Learning Deyu Li et.al. 2408.10670 translate read null
2024-08-20 Generalizable Facial Expression Recognition Yuhang Zhang et.al. 2408.10614 translate read link
2024-08-20 Breast tumor classification based on self-supervised contrastive learning from ultrasound videos Yunxin Tang et.al. 2408.10600 translate read null
2024-08-20 Multi-Attribute Preferences: A Transfer Learning Approach Sjoerd Hermes et.al. 2408.10558 translate read null
2024-08-20 Transfer Operator Learning with Fusion Frame Haoyang Jiang et.al. 2408.10458 translate read null
2024-08-19 Advancing Voice Cloning for Nepali: Leveraging Transfer Learning in a Low-Resource Language Manjil Karki et.al. 2408.10128 translate read null
2024-08-19 Facial Wrinkle Segmentation for Cosmetic Dermatology: Pretraining with Texture Map-Based Weak Supervision Junho Moon et.al. 2408.10060 translate read null
2024-08-19 Weakly Supervised Pretraining and Multi-Annotator Supervised Finetuning for Facial Wrinkle Detection Ik Jun Moon et.al. 2408.09952 translate read null
2024-08-19 Electron-nucleus cross sections from transfer learning Krzysztof M. Graczyk et.al. 2408.09936 translate read null
2024-08-19 SAM-UNet:Enhancing Zero-Shot Segmentation of SAM for Universal Medical Images Sihan Yang et.al. 2408.09886 translate read link
2024-08-19 Meta-Learning on Augmented Gene Expression Profiles for Enhanced Lung Cancer Detection Arya Hadizadeh Moghaddam et.al. 2408.09635 translate read link
2024-08-18 MedMAP: Promoting Incomplete Multi-modal Brain Tumor Segmentation with Alignment Tianyi Liu et.al. 2408.09465 translate read null
2024-08-18 CLIP-CID: Efficient CLIP Distillation via Cluster-Instance Discrimination Kaicheng Yang et.al. 2408.09441 translate read null
2024-08-18 Adversarial Attacked Teacher for Unsupervised Domain Adaptive Object Detection Kaiwen Wang et.al. 2408.09431 translate read null
2024-08-18 OVOSE: Open-Vocabulary Semantic Segmentation in Event-Based Cameras Muhammad Rameez Ur Rahman et.al. 2408.09424 translate read link
2024-08-16 DPA: Dual Prototypes Alignment for Unsupervised Adaptation of Vision-Language Models Eman Ali et.al. 2408.08855 translate read link
2024-08-16 CAT: Caution Aware Transfer in Reinforcement Learning via Distributional Risk Mohamad Fares El Hajj Chehade et.al. 2408.08812 translate read null
2024-08-16 A Disease-Specific Foundation Model Using Over 100K Fundus Images: Release and Validation for Abnormality and Multi-Disease Classification on Downstream Tasks Boa Jang et.al. 2408.08790 translate read link
2024-08-16 Tuning a SAM-Based Model with Multi-Cognitive Visual Adapter to Remote Sensing Instance Segmentation Linghao Zheng et.al. 2408.08576 translate read null
2024-08-16 Unsupervised Transfer Learning via Adversarial Contrastive Training Chenguang Duan et.al. 2408.08533 translate read null
2024-08-16 Inverse design with conditional cascaded diffusion models Milad Habibi et.al. 2408.08526 translate read null
2024-08-16 Enhancement of price trend trading strategies via image-induced importance weights Zhoufan Zhu et.al. 2408.08483 translate read link
2024-08-15 Training Spatial-Frequency Visual Prompts and Probabilistic Clusters for Accurate Black-Box Transfer Learning Wonwoo Cho et.al. 2408.07944 translate read null
2024-08-15 A Systematic Evaluation of Generated Time Series and Their Effects in Self-Supervised Pretraining Audrey Der et.al. 2408.07869 translate read null
2024-08-14 PolyCL: Contrastive Learning for Polymer Representation Learning via Explicit and Implicit Augmentations Jiajun Zhou et.al. 2408.07556 translate read link
2024-08-14 Evidential Graph Contrastive Alignment for Source-Free Blending-Target Domain Adaptation Juepeng Zheng et.al. 2408.07527 translate read null
2024-08-14 Enhancing Autonomous Vehicle Perception in Adverse Weather through Image Augmentation during Semantic Segmentation Training Ethan Kou et.al. 2408.07239 translate read null
2024-08-13 Surrogate-Assisted Search with Competitive Knowledge Transfer for Expensive Optimization Xiaoming Xue et.al. 2408.07176 translate read link
2024-08-13 Object Tracking Incorporating Transfer Learning into Unscented and Cubature Kalman Filters Omar Alotaibi et.al. 2408.07157 translate read null
2024-08-13 Approaches for enhancing extrapolability in process-based and data-driven models in hydrology Haiyang Shi et.al. 2408.07071 translate read null
2024-08-13 Conformal prediction after efficiency-oriented model selection Ruiting Liang et.al. 2408.07066 translate read null
2024-08-15 Spectrum Prediction With Deep 3D Pyramid Vision Transformer Learning Guangliang Pan et.al. 2408.06870 translate read null
2024-08-13 COD: Learning Conditional Invariant Representation for Domain Adaptation Regression Hao-Ran Yang et.al. 2408.06638 translate read null
2024-08-14 Generalization Enhancement Strategies to Enable Cross-year Cropland Mapping with Convolutional Neural Networks Trained Using Historical Samples Sam Khallaghi et.al. 2408.06467 translate read link
2024-08-12 InfLocNet: Enhanced Lung Infection Localization and Disease Detection from Chest X-Ray Images Using Lightweight Deep Learning Md. Asiful Islam Miah et.al. 2408.06459 translate read null
2024-08-12 Wireless Channel Aware Data Augmentation Methods for Deep Leaning-Based Indoor Localization Omer Gokalp Serbetci et.al. 2408.06452 translate read null
2024-08-12 Transfer learning of state-based potential games for process optimization in decentralized manufacturing systems Steve Yuwono et.al. 2408.05992 translate read null
2024-08-12 Diffuse-UDA: Addressing Unsupervised Domain Adaptation in Medical Image Segmentation with Appearance and Structure Aligned Diffusion Models Haifan Gong et.al. 2408.05985 translate read null
2024-08-11 RTF-Q: Unsupervised domain adaptation based retraining-free quantization network Nanyang Du et.al. 2408.05752 translate read null
2024-08-09 ECG-FM: An Open Electrocardiogram Foundation Model Kaden McKeen et.al. 2408.05178 translate read link
2024-08-09 UNIC: Universal Classification Models via Multi-teacher Distillation Mert Bulent Sariyildiz et.al. 2408.05088 translate read null
2024-08-08 Deep Learning-based Unsupervised Domain Adaptation via a Unified Model for Prostate Lesion Detection Using Multisite Bi-parametric MRI Datasets Hao Li et.al. 2408.04777 translate read null
2024-08-08 Segmentation of Mental Foramen in Orthopantomographs: A Deep Learning Approach Haider Raza et.al. 2408.04763 translate read null
2024-08-08 Hybrid Quantum-Classical Neural Networks for Downlink Beamforming Optimization Juping Zhang et.al. 2408.04747 translate read null
2024-08-08 Modelling parametric uncertainty in PDEs models via Physics-Informed Neural Networks Milad Panahi et.al. 2408.04690 translate read null
2024-08-08 Model-Based Transfer Learning for Contextual Reinforcement Learning Jung-Hoon Cho et.al. 2408.04498 translate read link
2024-08-08 What could go wrong? Discovering and describing failure modes in computer vision Gabriela Csurka et.al. 2408.04471 translate read null
2024-08-08 Deep Transfer Learning for Kidney Cancer Diagnosis Yassine Habchi et.al. 2408.04318 translate read null
2024-08-08 MU-MAE: Multimodal Masked Autoencoders-Based One-Shot Learning Rex Liu et.al. 2408.04243 translate read null
2024-08-07 Scaling Law of Sim2Real Transfer Learning in Expanding Computational Materials Databases for Real-World Predictions Shunya Minami et.al. 2408.04042 translate read null
2024-08-07 A Comparison of LLM Finetuning Methods & Evaluation Metrics with Travel Chatbot Use Case Sonia Meyer et.al. 2408.03562 translate read null
2024-08-07 MoExtend: Tuning New Experts for Modality and Task Extension Shanshan Zhong et.al. 2408.03511 translate read link
2024-08-06 Advancing EEG-Based Gaze Prediction Using Depthwise Separable Convolution and Enhanced Pre-Processing Matthew L Key et.al. 2408.03480 translate read null
2024-08-06 An Interactive Augmented Reality Interface for Personalized Proxemics Modeling Massimiliano Nigro et.al. 2408.03453 translate read null
2024-08-06 Adversarial Domain Adaptation for Cross-user Activity Recognition Using Diffusion-based Noise-centred Learning Xiaozhou Ye et.al. 2408.03353 translate read null
2024-08-06 LLaVA-OneVision: Easy Visual Task Transfer Bo Li et.al. 2408.03326 translate read link
2024-08-06 Segment Anything in Medical Images and Videos: Benchmark and Deployment Jun Ma et.al. 2408.03322 translate read link
2024-08-06 AMES: Asymmetric and Memory-Efficient Similarity Estimation for Instance-level Retrieval Pavel Suma et.al. 2408.03282 translate read null
2024-08-06 Training-Free Condition Video Diffusion Models for single frame Spatial-Semantic Echocardiogram Synthesis Van Phi Nguyen et.al. 2408.03035 translate read null
2024-08-06 Fast Whole-Brain MR Multi-Parametric Mapping with Scan-Specific Self-Supervised Networks Amir Heydari et.al. 2408.02988 translate read null
2024-08-06 SETN: Stock Embedding Enhanced with Textual and Network Information Takehiro Takayanagi et.al. 2408.02899 translate read null
2024-08-05 Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining Dongyang Liu et.al. 2408.02657 translate read link
2024-08-05 FPT+: A Parameter and Memory Efficient Transfer Learning Method for High-resolution Medical Image Classification Yijin Huang et.al. 2408.02426 translate read null
2024-08-05 FE-Adapter: Adapting Image-based Emotion Classifiers to Videos Shreyank N Gowda et.al. 2408.02421 translate read null
2024-08-05 A Few-Shot Approach for Relation Extraction Domain Adaptation using Large Language Models Vanni Zavarella et.al. 2408.02377 translate read null
2024-08-05 Dialogue Ontology Relation Extraction via Constrained Chain-of-Thought Decoding Renato Vukovic et.al. 2408.02361 translate read null
2024-08-05 Machine Learning Applications in Medical Prognostics: A Comprehensive Review Michael Fascia et.al. 2408.02344 translate read null
2024-08-05 SNFinLLM: Systematic and Nuanced Financial Domain Adaptation of Chinese Large Language Models Shujuan Zhao et.al. 2408.02302 translate read null
2024-08-05 Perception Matters: Enhancing Embodied AI with Uncertainty-Aware Semantic Segmentation Sai Prasanna et.al. 2408.02297 translate read null
2024-08-05 Cross-Domain Semantic Segmentation on Inconsistent Taxonomy using VLMs Jeongkee Lim et.al. 2408.02261 translate read null
2024-08-05 Self-Enhancing Video Data Management System for Compositional Events with Large Language Models [Technical Report] Enhao Zhang et.al. 2408.02243 translate read null
2024-08-02 Coalitions of Large Language Models Increase the Robustness of AI Agents Prattyush Mangal et.al. 2408.01380 translate read null
2024-08-02 Domain Adaptation-Enhanced Searchlight: Enabling brain decoding from visual perception to mental imagery Alexander Olza et.al. 2408.01163 translate read null
2024-08-02 IAI Group at CheckThat! 2024: Transformer Models and Data Augmentation for Checkworthy Claim Detection Peter Røysland Aarnes et.al. 2408.01118 translate read null
2024-08-02 Prototypical Partial Optimal Transport for Universal Domain Adaptation Yucheng Yang et.al. 2408.01089 translate read null
2024-08-02 Cross-domain Named Entity Recognition via Graph Matching Junhao Zheng et.al. 2408.00981 translate read null
2024-08-01 A deep learning-enabled smart garment for versatile sleep behaviour monitoring Chenyu Tang et.al. 2408.00753 translate read null
2024-08-01 Accelerating Full Waveform Inversion By Transfer Learning Divya Shyam Singh et.al. 2408.00695 translate read null
2024-08-03 Scaling Backwards: Minimal Synthetic Pre-training? Ryo Nakamura et.al. 2408.00677 translate read null
2024-08-01 Efficient Patient Fine-Tuned Seizure Detection with a Tensor Kernel Machine Seline J. S. de Rooij et.al. 2408.00437 translate read null
2024-08-01 Gradient Harmonization in Unsupervised Domain Adaptation Fuxiang Huang et.al. 2408.00288 translate read null
2024-08-01 Provably Efficient Adiabatic Learning for Quantum-Classical Dynamics Changnan Peng et.al. 2408.00276 translate read null
2024-08-01 Wireless Communications in Doubly Selective Channels with Domain Adaptivity J. Andrew Zhang et.al. 2407.21514 translate read null

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