Transfer Learning - 2024-09

Publish Date Title Authors PDF Translate Read Code
2024-09-30 FireLite: Leveraging Transfer Learning for Efficient Fire Detection in Resource-Constrained Environments Mahamudul Hasan et.al. 2409.20384 translate read null
2024-09-30 Feature Extractor or Decision Maker: Rethinking the Role of Visual Encoders in Visuomotor Policies Ruiyu Wang et.al. 2409.20248 translate read null
2024-09-30 UIR-LoRA: Achieving Universal Image Restoration through Multiple Low-Rank Adaptation Cheng Zhang et.al. 2409.20197 translate read link
2024-09-30 DCAST: Diverse Class-Aware Self-Training Mitigates Selection Bias for Fairer Learning Yasin I. Tepeli et.al. 2409.20126 translate read null
2024-09-30 SurgPETL: Parameter-Efficient Image-to-Surgical-Video Transfer Learning for Surgical Phase Recognition Shu Yang et.al. 2409.20083 translate read null
2024-09-30 Model Selection with a Shapelet-based Distance Measure for Multi-source Transfer Learning in Time Series Classification Jiseok Lee et.al. 2409.20005 translate read link
2024-09-29 Counterfactual Evaluation of Ads Ranking Models through Domain Adaptation Mohamed A. Radwan et.al. 2409.19824 translate read null
2024-09-29 A multimodal LLM for the non-invasive decoding of spoken text from brain recordings Youssef Hmamouche et.al. 2409.19710 translate read null
2024-09-29 MedViLaM: A multimodal large language model with advanced generalizability and explainability for medical data understanding and generation Lijian Xu et.al. 2409.19684 translate read link
2024-09-29 Temporal Source Recovery for Time-Series Source-Free Unsupervised Domain Adaptation Yucheng Wang et.al. 2409.19635 translate read link
2024-09-27 HM3: Hierarchical Multi-Objective Model Merging for Pretrained Models Yu Zhou et.al. 2409.18893 translate read null
2024-09-27 Audio-Based Linguistic Feature Extraction for Enhancing Multi-lingual and Low-Resource Text-to-Speech Youngjae Kim et.al. 2409.18622 translate read null
2024-09-27 Wasserstein Distance-Weighted Adversarial Network for Cross-Domain Credit Risk Assessment Mohan Jiang et.al. 2409.18544 translate read null
2024-09-27 Reducing Semantic Ambiguity In Domain Adaptive Semantic Segmentation Via Probabilistic Prototypical Pixel Contrast Xiaoke Hao et.al. 2409.18543 translate read link
2024-09-27 How Effective is Pre-training of Large Masked Autoencoders for Downstream Earth Observation Tasks? Jose Sosa et.al. 2409.18536 translate read null
2024-09-27 Prompt-Driven Temporal Domain Adaptation for Nighttime UAV Tracking Changhong Fu et.al. 2409.18533 translate read link
2024-09-27 A3: Active Adversarial Alignment for Source-Free Domain Adaptation Chrisantus Eze et.al. 2409.18418 translate read null
2024-09-26 DRL-STNet: Unsupervised Domain Adaptation for Cross-modality Medical Image Segmentation via Disentangled Representation Learning Hui Lin et.al. 2409.18340 translate read null
2024-09-26 Automated Segmentation and Analysis of Microscopy Images of Laser Powder Bed Fusion Melt Tracks Aagam Shah et.al. 2409.18326 translate read null
2024-09-26 Jump Diffusion-Informed Neural Networks with Transfer Learning for Accurate American Option Pricing under Data Scarcity Qiguo Sun et.al. 2409.18168 translate read null
2024-09-26 LLM4Brain: Training a Large Language Model for Brain Video Understanding Ruizhe Zheng et.al. 2409.17987 translate read null
2024-09-26 Revisiting Acoustic Similarity in Emotional Speech and Music via Self-Supervised Representations Yujia Sun et.al. 2409.17899 translate read null
2024-09-26 BeanCounter: A low-toxicity, large-scale, and open dataset of business-oriented text Siyan Wang et.al. 2409.17827 translate read null
2024-09-26 Taming Diffusion Prior for Image Super-Resolution with Domain Shift SDEs Qinpeng Cui et.al. 2409.17778 translate read link
2024-09-26 Transfer Learning in $\ell_1$ Regularized Regression: Hyperparameter Selection Strategy based on Sharp Asymptotic Analysis Koki Okajima et.al. 2409.17704 translate read null
2024-09-26 Episodic Memory Verbalization using Hierarchical Representations of Life-Long Robot Experience Leonard Bärmann et.al. 2409.17702 translate read null
2024-09-26 T3: A Novel Zero-shot Transfer Learning Framework Iteratively Training on an Assistant Task for a Target Task Xindi Tong et.al. 2409.17640 translate read null
2024-09-26 Appearance Blur-driven AutoEncoder and Motion-guided Memory Module for Video Anomaly Detection Jiahao Lyu et.al. 2409.17608 translate read null
2024-09-26 RmGPT: Rotating Machinery Generative Pretrained Model Yilin Wang et.al. 2409.17604 translate read null
2024-09-26 MaskLLM: Learnable Semi-Structured Sparsity for Large Language Models Gongfan Fang et.al. 2409.17481 translate read link
2024-09-25 PACE: marrying generalization in PArameter-efficient fine-tuning with Consistency rEgularization Yao Ni et.al. 2409.17137 translate read null
2024-09-25 Benchmarking Domain Generalization Algorithms in Computational Pathology Neda Zamanitajeddin et.al. 2409.17063 translate read null
2024-09-25 Enhanced Wavelet Scattering Network for image inpainting detection Barglazan Adrian-Alin et.al. 2409.17023 translate read null
2024-09-25 Adverse Weather Optical Flow: Cumulative Homogeneous-Heterogeneous Adaptation Hanyu Zhou et.al. 2409.17001 translate read null
2024-09-25 Cross-lingual Speech Emotion Recognition: Humans vs. Self-Supervised Models Zhichen Han et.al. 2409.16920 translate read link
2024-09-25 GraphLoRA: Structure-Aware Contrastive Low-Rank Adaptation for Cross-Graph Transfer Learning Zhe-Rui Yang et.al. 2409.16670 translate read null
2024-09-25 Source-Free Domain Adaptation for YOLO Object Detection Simon Varailhon et.al. 2409.16538 translate read null
2024-09-25 Graph Pruning Based Spatial and Temporal Graph Convolutional Network with Transfer Learning for Traffic Prediction Zihao Jing et.al. 2409.16532 translate read null
2024-09-24 Lessons Learned from a Unifying Empirical Study of Parameter-Efficient Transfer Learning (PETL) in Visual Recognition Zheda Mai et.al. 2409.16434 translate read null
2024-09-24 LLMCount: Enhancing Stationary mmWave Detection with Multimodal-LLM Boyan Li et.al. 2409.16209 translate read null
2024-09-25 Generative Speech Foundation Model Pretraining for High-Quality Speech Extraction and Restoration Pin-Jui Ku et.al. 2409.16117 translate read null
2024-09-24 Stable Survival Extrapolation via Transfer Learning Anastasios Apsemidis et.al. 2409.16044 translate read null
2024-09-24 Unleashing the Potential of Synthetic Images: A Study on Histopathology Image Classification Leire Benito-Del-Valle et.al. 2409.16002 translate read link
2024-09-24 Multilingual Transfer and Domain Adaptation for Low-Resource Languages of Spain Yuanchang Luo et.al. 2409.15924 translate read null
2024-09-24 Unsupervised Attention Regularization Based Domain Adaptation for Oracle Character Recognition Mei Wang et.al. 2409.15893 translate read null
2024-09-24 On the calibration of powerset speaker diarization models Alexis Plaquet et.al. 2409.15885 translate read link
2024-09-24 Machine Translation Advancements of Low-Resource Indian Languages by Transfer Learning Bin Wei et.al. 2409.15879 translate read null
2024-09-24 Layer-wise Model Merging for Unsupervised Domain Adaptation in Segmentation Tasks Roberto Alcover-Couso et.al. 2409.15813 translate read null
2024-09-24 Training Neural Networks for Modularity aids Interpretability Satvik Golechha et.al. 2409.15747 translate read null
2024-09-18 MoRAG – Multi-Fusion Retrieval Augmented Generation for Human Motion Kalakonda Sai Shashank et.al. 2409.12140 translate read null
2024-09-18 Unsupervised Domain Adaptation Via Data Pruning Andrea Napoli et.al. 2409.12076 translate read null
2024-09-19 Using Large Language Models to Generate Clinical Trial Tables and Figures Yumeng Yang et.al. 2409.12046 translate read null
2024-09-18 SFDA-rPPG: Source-Free Domain Adaptive Remote Physiological Measurement with Spatio-Temporal Consistency Yiping Xie et.al. 2409.12040 translate read null
2024-09-18 All-in-one foundational models learning across quantum chemical levels Yuxinxin Chen et.al. 2409.12015 translate read link
2024-09-18 Mixture of Experts Fusion for Fake Audio Detection Using Frozen wav2vec 2.0 Zhiyong Wang et.al. 2409.11909 translate read null
2024-09-18 Location based Probabilistic Load Forecasting of EV Charging Sites: Deep Transfer Learning with Multi-Quantile Temporal Convolutional Network Mohammad Wazed Ali et.al. 2409.11862 translate read null
2024-09-18 Bridging Domain Gap for Flight-Ready Spaceborne Vision Tae Ha Park et.al. 2409.11661 translate read null
2024-09-18 DAF-Net: A Dual-Branch Feature Decomposition Fusion Network with Domain Adaptive for Infrared and Visible Image Fusion Jian Xu et.al. 2409.11642 translate read link
2024-09-17 NCT-CRC-HE: Not All Histopathological Datasets Are Equally Useful Andrey Ignatov et.al. 2409.11546 translate read link
2024-09-17 LPT++: Efficient Training on Mixture of Long-tailed Experts Bowen Dong et.al. 2409.11323 translate read null
2024-09-17 Beyond LoRA: Exploring Efficient Fine-Tuning Techniques for Time Series Foundational Models Divij Gupta et.al. 2409.11302 translate read null
2024-09-17 Few-Shot Domain Adaptation for Learned Image Compression Tianyu Zhang et.al. 2409.11111 translate read null
2024-09-17 Leveraging Reviewer Experience in Code Review Comment Generation Hong Yi Lin et.al. 2409.10959 translate read null
2024-09-16 Benchmarking Sim2Real Gap: High-fidelity Digital Twinning of Agile Manufacturing Sunny Katyara et.al. 2409.10784 translate read null
2024-09-16 Can Transfer Learning be Used to Identify Tropical State-Dependent Bias Relevant to Midlatitude Subseasonal Predictability? Kirsten J. Mayer et.al. 2409.10755 translate read null
2024-09-16 Partial Distribution Matching via Partial Wasserstein Adversarial Networks Zi-Ming Wang et.al. 2409.10499 translate read null
2024-09-16 oboVox Far Field Speaker Recognition: A Novel Data Augmentation Approach with Pretrained Models Muhammad Sudipto Siam Dip et.al. 2409.10240 translate read null
2024-09-16 RF-GML: Reference-Free Generative Machine Listener Arijit Biswas et.al. 2409.10210 translate read null
2024-09-16 Contrastive Learning for Character Detection in Ancient Greek Papyri Vedasri Nakka et.al. 2409.10156 translate read null
2024-09-16 A Comparative Study of Open Source Computer Vision Models for Application on Small Data: The Case of CFRP Tape Laying Thomas Fraunholz et.al. 2409.10104 translate read null
2024-09-16 Human Insights Driven Latent Space for Different Driving Perspectives: A Unified Encoder for Efficient Multi-Task Inference Huy-Dung Nguyen et.al. 2409.10095 translate read null
2024-09-16 A Riemannian Approach to Ground Metric Learning for Optimal Transport Pratik Jawanpuria et.al. 2409.10085 translate read null
2024-09-15 Template-based Multi-Domain Face Recognition Anirudh Nanduri et.al. 2409.09832 translate read null
2024-09-15 Towards understanding evolution of science through language model series Junjie Dong et.al. 2409.09636 translate read null
2024-09-14 ASR Error Correction using Large Language Models Rao Ma et.al. 2409.09554 translate read null
2024-09-13 Comparative Analysis of Pretrained Audio Representations in Music Recommender Systems Yan-Martin Tamm et.al. 2409.08987 translate read link
2024-09-13 DELTA: Dual Consistency Delving with Topological Uncertainty for Active Graph Domain Adaptation Pengyun Wang et.al. 2409.08946 translate read null
2024-09-13 ClearDepth: Enhanced Stereo Perception of Transparent Objects for Robotic Manipulation Kaixin Bai et.al. 2409.08926 translate read null
2024-09-13 Data Efficient Child-Adult Speaker Diarization with Simulated Conversations Anfeng Xu et.al. 2409.08881 translate read link
2024-09-13 Exploring the Impact of Data Quantity on ASR in Extremely Low-resource Languages Yao-Fei Cheng et.al. 2409.08872 translate read null
2024-09-13 Exploring SSL Discrete Speech Features for Zipformer-based Contextual ASR Mingyu Cui et.al. 2409.08797 translate read link
2024-09-12 A market resilient data-driven approach to option pricing Anindya Goswami et.al. 2409.08205 translate read null
2024-09-12 Identification of head impact locations, speeds, and force based on head kinematics Xianghao Zhan et.al. 2409.08177 translate read link
2024-09-12 SimMAT: Exploring Transferability from Vision Foundation Models to Any Image Modality Chenyang Lei et.al. 2409.08083 translate read link
2024-09-12 Spatial Adaptation Layer: Interpretable Domain Adaptation For Biosignal Sensor Array Applications Joao Pereira et.al. 2409.08058 translate read null
2024-09-12 SPARK: Self-supervised Personalized Real-time Monocular Face Capture Kelian Baert et.al. 2409.07984 translate read null
2024-09-12 Data-efficient multi-fidelity training for high-fidelity machine learning interatomic potentials Jaesun Kim et.al. 2409.07947 translate read null
2024-09-12 Domain Adaptation for DoA Estimation in Multipath Channels with Interferences Amitay Bar et.al. 2409.07782 translate read null
2024-09-12 Universal Pooling Method of Multi-layer Features from Pretrained Models for Speaker Verification Jin Sob Kim et.al. 2409.07770 translate read link
2024-09-12 Reimagining Linear Probing: Kolmogorov-Arnold Networks in Transfer Learning Sheng Shen et.al. 2409.07763 translate read null
2024-09-12 Transfer Learning Applied to Computer Vision Problems: Survey on Current Progress, Limitations, and Opportunities Aaryan Panda et.al. 2409.07736 translate read null
2024-09-11 Synthetic continued pretraining Zitong Yang et.al. 2409.07431 translate read link
2024-09-11 Deep Neural Network-Based Sign Language Recognition: A Comprehensive Approach Using Transfer Learning with Explainability A. E. M Ridwan et.al. 2409.07426 translate read null
2024-09-11 Deep Learning Techniques for Hand Vein Biometrics: A Comprehensive Review Mustapha Hemis et.al. 2409.07128 translate read null
2024-09-11 Bridging Domain Gap of Point Cloud Representations via Self-Supervised Geometric Augmentation Li Yu et.al. 2409.06956 translate read null
2024-09-10 A Bayesian framework for active object recognition, pose estimation and shape transfer learning through touch Haodong Zheng et.al. 2409.06912 translate read null
2024-09-10 Adaptive Meta-Domain Transfer Learning (AMDTL): A Novel Approach for Knowledge Transfer in AI Michele Laurelli et.al. 2409.06800 translate read link
2024-09-10 A study on Deep Convolutional Neural Networks, Transfer Learning and Ensemble Model for Breast Cancer Detection Md Taimur Ahad et.al. 2409.06699 translate read null
2024-09-10 A comprehensive study on Blood Cancer detection and classification using Convolutional Neural Network Md Taimur Ahad et.al. 2409.06689 translate read null
2024-09-10 E2LLM: Encoder Elongated Large Language Models for Long-Context Understanding and Reasoning Zihan Liao et.al. 2409.06679 translate read link
2024-09-10 Advancements in Gesture Recognition Techniques and Machine Learning for Enhanced Human-Robot Interaction: A Comprehensive Review Sajjad Hussain et.al. 2409.06503 translate read null
2024-09-10 InstructSing: High-Fidelity Singing Voice Generation via Instructing Yourself Chang Zeng et.al. 2409.06330 translate read null
2024-09-10 Inference is All You Need: Self Example Retriever for Cross-domain Dialogue State Tracking with ChatGPT Jihyun Lee et.al. 2409.06243 translate read null
2024-09-09 MLLM-FL: Multimodal Large Language Model Assisted Federated Learning on Heterogeneous and Long-tailed Data Jianyi Zhang et.al. 2409.06067 translate read null
2024-09-09 A Flexible Framework for Universal Computational Aberration Correction via Automatic Lens Library Generation and Domain Adaptation Qi Jiang et.al. 2409.05809 translate read null
2024-09-09 Robust Real-time Segmentation of Bio-Morphological Features in Human Cherenkov Imaging during Radiotherapy via Deep Learning Shiru Wang et.al. 2409.05666 translate read null
2024-09-09 Preparing Schrödinger cat states in a microwave cavity using a neural network Hector Hutin et.al. 2409.05557 translate read null
2024-09-09 Federated Transfer Learning Based Cooperative Wideband Spectrum Sensing with Model Pruning Jibin Jia et.al. 2409.05462 translate read null
2024-09-09 TriplePlay: Enhancing Federated Learning with CLIP for Non-IID Data and Resource Efficiency Ahmed Imteaj et.al. 2409.05347 translate read null
2024-09-09 Sample-Efficient Bayesian Optimization with Transfer Learning for Heterogeneous Search Spaces Aryan Deshwal et.al. 2409.05325 translate read null
2024-09-08 Physics-augmented Deep Learning with Adversarial Domain Adaptation: Applications to STM Image Denoising Jianxin Xie et.al. 2409.05118 translate read null
2024-09-07 Collaborative Learning with Shared Linear Representations: Statistical Rates and Optimal Algorithms Xiaochun Niu et.al. 2409.04919 translate read null
2024-09-07 A Quantitative Approach for Evaluating Disease Focus and Interpretability of Deep Learning Models for Alzheimer’s Disease Classification Thomas Yu Chow Tam et.al. 2409.04888 translate read null
2024-09-07 Reward-Directed Score-Based Diffusion Models via q-Learning Xuefeng Gao et.al. 2409.04832 translate read null
2024-09-06 Train Till You Drop: Towards Stable and Robust Source-free Unsupervised 3D Domain Adaptation Björn Michele et.al. 2409.04409 translate read link
2024-09-06 Calibration of Network Confidence for Unsupervised Domain Adaptation Using Estimated Accuracy Coby Penso et.al. 2409.04241 translate read null
2024-09-06 Context is the Key: Backdoor Attacks for In-Context Learning with Vision Transformers Gorka Abad et.al. 2409.04142 translate read null
2024-09-06 Incorporating external data for analyzing randomized clinical trials: A transfer learning approach Yujia Gu et.al. 2409.04126 translate read null
2024-09-06 AnyMatch – Efficient Zero-Shot Entity Matching with a Small Language Model Zeyu Zhang et.al. 2409.04073 translate read null
2024-09-06 D4: Text-guided diffusion model-based domain adaptive data augmentation for vineyard shoot detection Kentaro Hirahara et.al. 2409.04060 translate read null
2024-09-06 FODA-PG for Enhanced Medical Imaging Narrative Generation: Adaptive Differentiation of Normal and Abnormal Attributes Kai Shu et.al. 2409.03947 translate read null
2024-09-05 Deep Clustering of Remote Sensing Scenes through Heterogeneous Transfer Learning Isaac Ray et.al. 2409.03938 translate read null
2024-09-05 The Role of Generative Systems in Historical Photography Management: A Case Study on Catalan Archives Èric Śanchez et.al. 2409.03911 translate read null
2024-09-05 Lexicon3D: Probing Visual Foundation Models for Complex 3D Scene Understanding Yunze Man et.al. 2409.03757 translate read link
2024-09-05 Threat Classification on Deployed Optical Networks Using MIMO Digital Fiber Sensing, Wavelets, and Machine Learning Khouloud Abdelli et.al. 2409.03667 translate read null
2024-09-05 Blended Latent Diffusion under Attention Control for Real-World Video Editing Deyin Liu et.al. 2409.03514 translate read null
2024-09-05 Fine-tuning large language models for domain adaptation: Exploration of training strategies, scaling, model merging and synergistic capabilities Wei Lu et.al. 2409.03444 translate read link
2024-09-05 Shuffle Vision Transformer: Lightweight, Fast and Efficient Recognition of Driver Facial Expression Ibtissam Saadi et.al. 2409.03438 translate read null
2024-09-05 Perceptual-Distortion Balanced Image Super-Resolution is a Multi-Objective Optimization Problem Qiwen Zhu et.al. 2409.03179 translate read link
2024-09-05 Non-stationary and Sparsely-correlated Multi-output Gaussian Process with Spike-and-Slab Prior Wang Xinming et.al. 2409.03149 translate read null
2024-09-04 Knowledge Transfer for Collaborative Misbehavior Detection in Untrusted Vehicular Environments Roshan Sedar et.al. 2409.02844 translate read null
2024-09-04 iConFormer: Dynamic Parameter-Efficient Tuning with Input-Conditioned Adaptation Hayeon Jo et.al. 2409.02838 translate read null
2024-09-04 Regularized Multi-output Gaussian Convolution Process with Domain Adaptation Wang Xinming et.al. 2409.02778 translate read null
2024-09-04 Pre-training data selection for biomedical domain adaptation using journal impact metrics Mathieu Laï-king et.al. 2409.02725 translate read null
2024-09-04 CLDA: Collaborative Learning for Enhanced Unsupervised Domain Adaptation Minhee Cho et.al. 2409.02699 translate read null
2024-09-04 MADiff: Motion-Aware Mamba Diffusion Models for Hand Trajectory Prediction on Egocentric Videos Junyi Ma et.al. 2409.02638 translate read null
2024-09-04 A design of magnetic tunnel junctions for the deployment of neuromorphic hardware for edge computing Davi Rodrigues et.al. 2409.02528 translate read null
2024-09-03 Temporal Order Preserved Optimal Transport-based Cross-modal Knowledge Transfer Learning for ASR Xugang Lu et.al. 2409.02239 translate read null
2024-09-03 AstroMAE: Redshift Prediction Using a Masked Autoencoder with a Novel Fine-Tuning Architecture Amirreza Dolatpour Fathkouhi et.al. 2409.01825 translate read null
2024-09-04 When Does Visual Prompting Outperform Linear Probing for Vision-Language Models? A Likelihood Perspective Hsi-Ai Tsao et.al. 2409.01821 translate read link
2024-09-02 Disease Classification and Impact of Pretrained Deep Convolution Neural Networks on Diverse Medical Imaging Datasets across Imaging Modalities Jutika Borah et.al. 2408.17011 translate read null

(<a href=../Transfer_Learning.md>back to Transfer Learning</a>)