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A Comprehensive Survey on Transfer Learning

7 November 2019

Hengshu Zhu

Papers citing "A Comprehensive Survey on Transfer Learning"

50 / 1,013 papers shown

Title
PUFFIN: A Path-Unifying Feed-Forward Interfaced Network for Vapor Pressure Prediction Vinícius V. Santana C. Rebello Luana P. Queiroz A. M. Ribeiro Nadia Shardt Idelfonso B. R. Nogueira 60 7 0 06 Jul 2023
Multimodal Prompt Learning for Product Title Generation with Extremely Limited Labels Bang-ju Yang Fenglin Liu Zheng Li Qingyu Yin Chenyu You Bing Yin Yuexian Zou VLM 107 5 0 05 Jul 2023
Capturing Local Temperature Evolution during Additive Manufacturing through Fourier Neural Operators Jiangce Chen Wenzhuo Xu Martha Baldwin Björn Nijhuis T. Boogaard Noelia Grande Gutiérrez S. Narra Christopher McComb AI4CE 53 3 0 04 Jul 2023
Augmenting Deep Learning Adaptation for Wearable Sensor Data through Combined Temporal-Frequency Image Encoding Yi Zhu Md. Mahmudur Rahman Mohammad Arif Ul Alam 31 1 0 03 Jul 2023
Unified Transfer Learning Models in High-Dimensional Linear Regression S. Liu 106 5 0 01 Jul 2023
Prediction of COVID-19 Patients' Emergency Room Revisit using Multi-Source Transfer Learning Yuelyu Ji Yuhe Gao Runxue Bao Qi Li Di Liu Yiming Sun Ye Ye OOD 81 20 0 29 Jun 2023
Cross-Inferential Networks for Source-free Unsupervised Domain Adaptation Yushun Tang Qinghai Guo Z. He OOD 37 6 0 29 Jun 2023
Differentially Private Video Activity Recognition Zelun Luo Yuliang Zou Yijin Yang Zane Durante De-An Huang Zhiding Yu Chaowei Xiao L. Fei-Fei Anima Anandkumar PICV 85 5 0 27 Jun 2023
Deep Transfer Learning for Intelligent Vehicle Perception: a Survey Xinyi Liu Jinlong Li Jin Ma Huiming Sun Zhigang Xu Tianyu Zhang Hongkai Yu 150 28 0 26 Jun 2023
Combining Public Human Activity Recognition Datasets to Mitigate Labeled Data Scarcity Riccardo Presotto Sannara Ek Gabriele Civitarese François Portet P. Lalanda Claudio Bettini 97 7 0 23 Jun 2023
Variance-Covariance Regularization Improves Representation Learning Jiachen Zhu Katrina Evtimova Yubei Chen Ravid Shwartz-Ziv Yann LeCun SSL 94 7 0 23 Jun 2023
Inertial Navigation Meets Deep Learning: A Survey of Current Trends and Future Directions Nadav Cohen Itzik Klein 3DGS 111 37 0 22 Jun 2023
Introspective Action Advising for Interpretable Transfer Learning Joseph Campbell Yue (Sophie) Guo Fiona Xie Simon Stepputtis Katia Sycara 117 2 0 21 Jun 2023
Inter-Cell Network Slicing With Transfer Learning Empowered Multi-Agent Deep Reinforcement Learning Tianlun Hu Qi Liao Li-Yu Daisy Liu Georg Carle 57 3 0 20 Jun 2023
Genes in Intelligent Agents Fu Feng Jing Wang Xu Yang Xin Geng AI4CE 69 9 0 17 Jun 2023
Transferability of Winning Lottery Tickets in Neural Network Differential Equation Solvers Edward Prideaux-Ghee 66 0 0 16 Jun 2023
Solving Large-scale Spatial Problems with Convolutional Neural Networks Damian Owerko Charilaos I. Kanatsoulis Alejandro Ribeiro 78 2 0 14 Jun 2023
Graph Structure and Feature Extrapolation for Out-of-Distribution Generalization Xiner Li Shurui Gui Youzhi Luo Shuiwang Ji OODD OOD 96 14 0 13 Jun 2023
Taxonomy-Structured Domain Adaptation Tianyi Liu Zihao Xu Hao He Guang-Yuan Hao Guang-He Lee Hao Wang TTA OOD 138 8 0 13 Jun 2023
Unraveling the Interconnected Axes of Heterogeneity in Machine Learning for Democratic and Inclusive Advancements Maryam Molamohammadi Afaf Taik Nicolas Le Roux G. Farnadi 107 1 0 11 Jun 2023
Feature Programming for Multivariate Time Series Prediction Alex Reneau Jerry Yao-Chieh Hu Chenwei Xu Weijian Li Ammar Gilani Han Liu AI4TS 68 8 0 09 Jun 2023
ExtPerFC: An Efficient 2D and 3D Perception Hardware-Software Framework for Mobile Cobot Tuan Dang Khai Nguyen Manfred Huber 41 0 0 08 Jun 2023
T-ADAF: Adaptive Data Augmentation Framework for Image Classification Network based on Tensor T-product Operator F. Han Yun Miao Zhao Sun Yimin Wei 74 7 0 07 Jun 2023
Transferable Adversarial Robustness for Categorical Data via Universal Robust Embeddings Klim Kireev Maksym Andriushchenko Carmela Troncoso Nicolas Flammarion OOD 92 1 0 06 Jun 2023
Guiding The Last Layer in Federated Learning with Pre-Trained Models G. Legate Nicolas Bernier Lucas Caccia Edouard Oyallon Eugene Belilovsky FedML 64 10 0 06 Jun 2023
Quantifying the Variability Collapse of Neural Networks Jing-Xue Xu Haoxiong Liu 101 6 0 06 Jun 2023
Sensitivity-Aware Finetuning for Accuracy Recovery on Deep Learning Hardware Lakshmi Nair D. Bunandar 59 0 0 05 Jun 2023
TART: Improved Few-shot Text Classification Using Task-Adaptive Reference Transformation Shuo Lei Xuchao Zhang Jianfeng He Fanglan Chen Chang-Tien Lu VLM 41 16 0 03 Jun 2023
TIES-Merging: Resolving Interference When Merging Models Prateek Yadav Derek Tam Leshem Choshen Colin Raffel Joey Tianyi Zhou MoMe 157 319 0 02 Jun 2023
DVFO: Learning-Based DVFS for Energy-Efficient Edge-Cloud Collaborative Inference Ziyang Zhang Yang Zhao Huan Li Changyao Lin Jie Liu 115 18 0 02 Jun 2023
Joint Learning of Label and Environment Causal Independence for Graph Out-of-Distribution Generalization Shurui Gui Meng Liu Xiner Li Youzhi Luo Shuiwang Ji CML OOD 96 30 0 01 Jun 2023
DeepFake-Adapter: Dual-Level Adapter for DeepFake Detection Rui Shao Tianxing Wu Liqiang Nie Ziwei Liu 80 14 0 01 Jun 2023
Maximizing Information in Domain-Invariant Representation Improves Transfer Learning A. Li Elisa Bertino Xuan-Hong Dang Ankush Singla Yuhai Tu M. Wegman OOD 87 1 0 01 Jun 2023
Experience Filter: Using Past Experiences on Unseen Tasks or Environments Anil Yildiz Esen Yel Anthony Corso K. H. Wray Stefan J. Witwicki Mykel J. Kochenderfer OffRL 35 0 0 29 May 2023
A Transfer Learning and Explainable Solution to Detect mpox from Smartphones images M. Campana Marco Colussi Franca Delmastro S. Mascetti Elena Pagani 61 12 0 29 May 2023
A Comprehensive Overview and Comparative Analysis on Deep Learning Models: CNN, RNN, LSTM, GRU Farhad Shiri Thinagaran Perumal N. Mustapha Raihani Mohamed AILaw SyDa ELM AI4TS 135 159 0 27 May 2023
TOAST: Transfer Learning via Attention Steering Baifeng Shi Siyu Gai Trevor Darrell Xin Wang 83 13 0 24 May 2023
Detection of Non-uniformity in Parameters for Magnetic Domain Pattern Generation by Machine Learning Naoya Mamada M. Mizumaki I. Akai T. Aonishi 47 0 0 24 May 2023
Label-Efficient Learning in Agriculture: A Comprehensive Review Jiajia Li Dong Chen Xinda Qi Zhao Li Yanbo Huang Daniel Morris Xiaobo Tan 97 38 0 24 May 2023
TransCoder: Towards Unified Transferable Code Representation Learning Inspired by Human Skills Qiushi Sun Nuo Chen Jiadong Wang Xiang Li Ming Gao 84 8 0 23 May 2023
Regularization Through Simultaneous Learning: A Case Study on Plant Classification Pedro Henrique Nascimento Castro Gabriel Cássia Fortuna Rafael Alves Bonfim de Queiroz Gladston J. P. Moreira Eduardo José da S. Luz 76 0 0 22 May 2023
Feasibility of Transfer Learning: A Mathematical Framework Haoyang Cao Haotian Gu Xin Guo 87 5 0 22 May 2023
Task Arithmetic in the Tangent Space: Improved Editing of Pre-Trained Models Guillermo Ortiz-Jiménez Alessandro Favero P. Frossard MoMe 180 125 0 22 May 2023
Embrace Limited and Imperfect Training Datasets: Opportunities and Challenges in Plant Disease Recognition Using Deep Learning Mingle Xu H. Kim Jucheng Yang A. Fuentes Yao Meng Sook Yoon Taehyun Kim D. Park 77 21 0 19 May 2023
A Survey on Time-Series Pre-Trained Models Qianli Ma Ziqiang Liu Zhenjing Zheng Ziyang Huang Siying Zhu Zhongzhong Yu James T. Kwok AI4TS 103 56 0 18 May 2023
Transfer Learning for Fine-grained Classification Using Semi-supervised Learning and Visual Transformers Manuel Lagunas Brayan Impata Victor Martinez Virginia Fernandez Christos Georgakis Sofia Braun Felipe Bertrand ViT 79 8 0 17 May 2023
Comparison of Transfer Learning based Additive Manufacturing Models via A Case Study Yifan Tang M. Rahmani Dehaghani G. G. Wang AI4CE 41 1 0 17 May 2023
A Dataset Fusion Algorithm for Generalised Anomaly Detection in Homogeneous Periodic Time Series Datasets Ayman Elhalwagy T. Kalganova AI4TS 69 1 0 14 May 2023
Design, Development, and Evaluation of an Interactive Personalized Social Robot to Monitor and Coach Post-Stroke Rehabilitation Exercises Min Hun Lee D. Siewiorek A. Smailagic Alexandre Bernardino S. Bermúdez i Badia 51 14 0 12 May 2023
Visual Tuning Bruce X. B. Yu Jianlong Chang Haixin Wang Lin Liu Shijie Wang ... Lingxi Xie Haojie Li Zhouchen Lin Qi Tian Chang Wen Chen VLM 177 41 0 10 May 2023