A Comprehensive Survey on Transfer Learning

7 November 2019

Hengshu Zhu

Papers citing "A Comprehensive Survey on Transfer Learning"

50 / 997 papers shown

Title
Transferability of Winning Lottery Tickets in Neural Network Differential Equation Solvers Edward Prideaux-Ghee 40 0 0 16 Jun 2023
Solving Large-scale Spatial Problems with Convolutional Neural Networks Damian Owerko Charilaos I. Kanatsoulis Alejandro Ribeiro 27 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 32 10 0 13 Jun 2023
Taxonomy-Structured Domain Adaptation Tianyi Liu Zihao Xu Hao He Guang-Yuan Hao Guang-He Lee Hao Wang TTA OOD 57 7 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 42 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 35 9 0 09 Jun 2023
ExtPerFC: An Efficient 2D and 3D Perception Hardware-Software Framework for Mobile Cobot Tuan Dang Khai Nguyen Manfred Huber 33 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 34 6 0 07 Jun 2023
Transferable Adversarial Robustness for Categorical Data via Universal Robust Embeddings Klim Kireev Maksym Andriushchenko Carmela Troncoso Nicolas Flammarion OOD 37 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 24 8 0 06 Jun 2023
Quantifying the Variability Collapse of Neural Networks Jing-Xue Xu Haoxiong Liu 41 5 0 06 Jun 2023
Sensitivity-Aware Finetuning for Accuracy Recovery on Deep Learning Hardware Lakshmi Nair D. Bunandar 22 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 22 15 0 03 Jun 2023
TIES-Merging: Resolving Interference When Merging Models Prateek Yadav Derek Tam Leshem Choshen Colin Raffel Joey Tianyi Zhou MoMe 65 261 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 46 14 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 33 24 0 01 Jun 2023
DeepFake-Adapter: Dual-Level Adapter for DeepFake Detection Rui Shao Tianxing Wu Liqiang Nie Ziwei Liu 39 11 0 01 Jun 2023
Maximal Domain Independent Representations Improve Transfer Learning A. Li Elisa Bertino Xuan-Hong Dang Ankush Singla Yuhai Tu M. Wegman OOD 13 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 24 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 20 10 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 60 130 0 27 May 2023
TOAST: Transfer Learning via Attention Steering Baifeng Shi Siyu Gai Trevor Darrell Xin Wang 49 9 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 41 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 39 34 0 24 May 2023
TransCoder: Towards Unified Transferable Code Representation Learning Inspired by Human Skills Qiushi Sun Nuo Chen Rongxiang Weng Xiang Li Ming Gao 40 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 29 0 0 22 May 2023
Feasibility of Transfer Learning: A Mathematical Framework Haoyang Cao Haotian Gu Xin Guo 38 4 0 22 May 2023
Task Arithmetic in the Tangent Space: Improved Editing of Pre-Trained Models Guillermo Ortiz-Jiménez Alessandro Favero P. Frossard MoMe 56 113 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 20 18 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 36 50 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 38 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 30 1 0 17 May 2023
A Dataset Fusion Algorithm for Generalised Anomaly Detection in Homogeneous Periodic Time Series Datasets Ayman Elhalwagy T. Kalganova AI4TS 24 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 19 13 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 62 38 0 10 May 2023
A Survey on the Robustness of Computer Vision Models against Common Corruptions Shunxin Wang Raymond N. J. Veldhuis Christoph Brune N. Strisciuglio OOD VLM 40 12 0 10 May 2023
Scalable Optimal Transport Methods in Machine Learning: A Contemporary Survey Abdelwahed Khamis Russell Tsuchida Mohamed Tarek V. Rolland Lars Petersson OT 52 13 0 08 May 2023
Breaking Through the Haze: An Advanced Non-Homogeneous Dehazing Method based on Fast Fourier Convolution and ConvNeXt Han Zhou Weida Dong Yangyi Liu Jun Chen 45 18 0 08 May 2023
Model-Contrastive Federated Domain Adaptation Chang’an Yi Haotian Chen Yonghui Xu Yifan Zhang MedIm FedML 43 0 0 07 May 2023
Multimodal Understanding Through Correlation Maximization and Minimization Yi Shi Marc Niethammer 40 0 0 04 May 2023
A new method using deep learning to predict the response to cardiac resynchronization therapy Kristoffer Larsen Jiashuo Liu Chen Zhao Xinwei Zhang Q. Sha ... Diana Paez Yangqiu Song J. Zou Amalia Peix Weihua Zhou 6 0 0 04 May 2023
Transfer and Active Learning for Dissonance Detection: Addressing the Rare-Class Challenge Vasudha Varadarajan Swanie Juhng Syeda Mahwish Xiaoran Liu Jonah Luby C. Luhmann H. Andrew Schwartz 33 3 0 03 May 2023
Learngene: Inheriting Condensed Knowledge from the Ancestry Model to Descendant Models Qiufeng Wang Xu Yang Shuxia Lin Jing Wang Xin Geng 43 10 0 03 May 2023
Procedural Content Generation via Knowledge Transformation (PCG-KT) Anurag Sarkar Matthew J. Guzdial Sam Snodgrass A. Summerville Tiago Machado Gillian Smith 26 4 0 01 May 2023
The ART of Transfer Learning: An Adaptive and Robust Pipeline Boxiang Wang Yunan "Charles" Wu Chenglong Ye MedIm OOD 21 1 0 30 Apr 2023
Defining Replicability of Prediction Rules Giovanni Parmigiani AI4CE 19 2 0 30 Apr 2023
Accelerated and Inexpensive Machine Learning for Manufacturing Processes with Incomplete Mechanistic Knowledge J. Cleeman K. Agrawala R. Malhotra AI4CE 13 1 0 29 Apr 2023
Deep Transfer Learning for Automatic Speech Recognition: Towards Better Generalization Hamza Kheddar Yassine Himeur S. Al-Maadeed Abbes Amira F. Bensaali 52 76 0 27 Apr 2023
Maximizing Model Generalization for Machine Condition Monitoring with Self-Supervised Learning and Federated Learning Matthew Russell Peng Wang FedML AI4CE 40 10 0 27 Apr 2023
Informative Data Selection with Uncertainty for Multi-modal Object Detection Xuzhi Zhang Zhiwei Li Zhenhong Zou Xinchen Gao Yijin Xiong Dafeng Jin Jun Li Huaping Liu 35 5 0 23 Apr 2023