v1v2v3 (latest)

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
Deep Vision-Based Framework for Coastal Flood Prediction Under Climate Change Impacts and Shoreline Adaptations A. Karapetyan Aaron Chung Hin Chow S. Madanat AI4CE 60 0 0 06 Jun 2024
Transfer Learning for Latent Variable Network Models Akhil Jalan Arya Mazumdar Soumendu Sundar Mukherjee Purnamrita Sarkar 133 1 0 05 Jun 2024
A Brief Overview of Optimization-Based Algorithms for MRI Reconstruction Using Deep Learning Wanyu Bian 126 7 0 03 Jun 2024
Position: Cracking the Code of Cascading Disparity Towards Marginalized Communities G. Farnadi Mohammad Havaei Negar Rostamzadeh 82 3 0 03 Jun 2024
Evolutionary Computation for the Design and Enrichment of General-Purpose Artificial Intelligence Systems: Survey and Prospects Javier Poyatos Javier Del Ser Salvador Garcia H. Ishibuchi Daniel Molina I. Triguero Bing Xue Xin Yao Francisco Herrera 97 1 0 03 Jun 2024
Visual Car Brand Classification by Implementing a Synthetic Image Dataset Creation Pipeline Jan Lippemeier Stefanie Hittmeyer Oliver Niehörster Markus Lange-Hegermann 53 1 0 03 Jun 2024
Amalgam: A Framework for Obfuscated Neural Network Training on the Cloud Sifat Ut Taki Spyridon Mastorakis FedML 85 1 0 02 Jun 2024
Communication-Efficient Distributed Deep Learning via Federated Dynamic Averaging Michail Theologitis Georgios Frangias Georgios Anestis V. Samoladas Antonios Deligiannakis FedML 106 0 0 31 May 2024
Back to the Basics on Predicting Transfer Performance Levy G. Chaves Eduardo Valle Alceu Bissoto Sandra Avila MedIm 92 0 0 30 May 2024
Federated and Transfer Learning for Cancer Detection Based on Image Analysis Amine Bechar Y. Elmir Yassine Himeur Rafik Medjoudj Abbes Amira MedIm 88 4 0 30 May 2024
An adaptive transfer learning perspective on classification in non-stationary environments Henry W J Reeve 91 0 0 28 May 2024
A Survey of Latent Factor Models in Recommender Systems Hind I. Alshbanat Hafida Benhidour Said Kerrache LRM BDL 88 1 0 28 May 2024
From Macro to Micro: Boosting micro-expression recognition via pre-training on macro-expression videos Hanting Li Hongjing Niu Feng Zhao 88 3 0 26 May 2024
Grounding Stylistic Domain Generalization with Quantitative Domain Shift Measures and Synthetic Scene Images Yiran Luo Joshua Forster Feinglass Tejas Gokhale Kuan-Cheng Lee Chitta Baral Yezhou Yang 92 0 0 24 May 2024
NuwaTS: a Foundation Model Mending Every Incomplete Time Series Jinguo Cheng Chunwei Yang Wanlin Cai Yuxuan Liang Yuankai Wu AI4TS 100 2 0 24 May 2024
Are You Copying My Prompt? Protecting the Copyright of Vision Prompt for VPaaS via Watermark Huali Ren Anli Yan Chong-zhi Gao Hongyang Yan Zhenxin Zhang Jin Li VLM AAML 77 4 0 24 May 2024
Deep Activity Model: A Generative Approach for Human Mobility Pattern Synthesis Xishun Liao Brian Yueshuai He Qinhua Jiang Chenchen Kuai Jiaqi Ma HAI AI4CE 58 7 0 24 May 2024
Implicit In-context Learning Zhuowei Li Zihao Xu Ligong Han Yunhe Gao Song Wen Di Liu Hao Wang Dimitris N. Metaxas 159 3 0 23 May 2024
Near-Field Spot Beamfocusing: A Correlation-Aware Transfer Learning Approach Mohammad Amir Fallah M. Monemi Mehdi Rasti Matti Latva-aho 50 2 0 21 May 2024
Enhancing User Interest based on Stream Clustering and Memory Networks in Large-Scale Recommender Systems Peng Liu Nian Wang Cong Xu Min Zhao Bin Wang Yi Ren 445 1 0 21 May 2024
Layout Agnostic Human Activity Recognition in Smart Homes through Textual Descriptions Of Sensor Triggers (TDOST) Megha Thukral Sourish Gunesh Dhekane S. Hiremath H. Haresamudram Thomas Ploetz 81 5 0 20 May 2024
Transfer Learning for Spatial Autoregressive Models Hao Zeng Wei Zhong Xingbai Xu 82 0 0 20 May 2024
Computer Vision in the Food Industry: Accurate, Real-time, and Automatic Food Recognition with Pretrained MobileNetV2 Shayan Rokhva Babak Teimourpour Amir Hossein Soltani 85 11 0 19 May 2024
Quantile Activation: Correcting a Failure Mode of ML Models Aditya Challa Sravan Danda Laurent Najman Snehanshu Saha UQCV 92 0 0 19 May 2024
AdaAugment: A Tuning-Free and Adaptive Approach to Enhance Data Augmentation Suorong Yang Peijia Li Xin Xiong Shen Furao Jian Zhao 66 2 0 19 May 2024
Probabilistic transfer learning methodology to expedite high fidelity simulation of reactive flows Bruno S. Soriano Kisung Jung T. Echekki Jacqueline H. Chen Mohammad Khalil AI4CE 37 1 0 17 May 2024
Wearable Sensor-Based Few-Shot Continual Learning on Hand Gestures for Motor-Impaired Individuals via Latent Embedding Exploitation Riyad Bin Rafiq Weishi Shi Mark V. Albert 92 1 0 14 May 2024
MetaFruit Meets Foundation Models: Leveraging a Comprehensive Multi-Fruit Dataset for Advancing Agricultural Foundation Models Jiajia Li Kyle Lammers Xunyuan Yin Xiang Yin Long He Renfu Lu Zhaojian Li 100 3 0 14 May 2024
Separable Power of Classical and Quantum Learning Protocols Through the Lens of No-Free-Lunch Theorem Xinbiao Wang Yuxuan Du Kecheng Liu Yong Luo Bo Du Dacheng Tao 66 1 0 12 May 2024
Navigating the Future of Federated Recommendation Systems with Foundation Models Zhiwei Li Guodong Long Chunxu Zhang Honglei Zhang Jing Jiang Chengqi Zhang 233 0 0 12 May 2024
Robust and Explainable Fine-Grained Visual Classification with Transfer Learning: A Dual-Carriageway Framework Zheming Zuo Joseph Smith Jonathan Stonehouse Boguslaw Obara 88 2 0 09 May 2024
Model Inversion Robustness: Can Transfer Learning Help? Sy-Tuyen Ho Koh Jun Hao Keshigeyan Chandrasegaran Ngoc-Bao Nguyen Ngai-Man Cheung 89 11 0 09 May 2024
TrimCaching: Parameter-sharing AI Model Caching in Wireless Edge Networks Guanqiao Qu Zhengyi Lin Fangming Liu Xianhao Chen Kaibin Huang 112 20 0 07 May 2024
Sim2Real Transfer for Audio-Visual Navigation with Frequency-Adaptive Acoustic Field Prediction Changan Chen Jordi Ramos Anshul Tomar Kristen Grauman 99 3 0 05 May 2024
Individual Fairness Through Reweighting and Tuning A. J. Mahamadou Lea Goetz Russ B. Altman 78 0 0 02 May 2024
Imitation Learning: A Survey of Learning Methods, Environments and Metrics Nathan Gavenski Odinaldo Rodrigues Michael Luck 79 167 0 30 Apr 2024
Research and application of artificial intelligence based webshell detection model: A literature review Mingrui Ma Lansheng Han Chunjie Zhou 149 3 0 28 Apr 2024
Comparison of self-supervised in-domain and supervised out-domain transfer learning for bird species recognition H. Ghaffari Paul Devos 80 0 0 26 Apr 2024
Employing Two-Dimensional Word Embedding for Difficult Tabular Data Stream Classification P. Zyblewski 49 1 0 24 Apr 2024
Machine Learning Techniques for MRI Data Processing at Expanding Scale Taro Langner 85 0 0 22 Apr 2024
Transfer Learning for Molecular Property Predictions from Small Data Sets Thorren Kirschbaum A. Bande AI4CE 47 2 0 20 Apr 2024
MergeNet: Knowledge Migration across Heterogeneous Models, Tasks, and Modalities Kunxi Li Tianyu Zhan Kairui Fu Shengyu Zhang Kun Kuang Jiwei Li Zhou Zhao Leilei Gan MoMe 69 3 0 20 Apr 2024
Improving Prediction Accuracy of Semantic Segmentation Methods Using Convolutional Autoencoder Based Pre-processing Layers H. Shimodaira AI4CE SSeg 104 0 0 19 Apr 2024
Feature Corrective Transfer Learning: End-to-End Solutions to Object Detection in Non-Ideal Visual Conditions Chuheng Wei Guoyuan Wu Matthew Barth 60 3 0 17 Apr 2024
Supervised Contrastive Vision Transformer for Breast Histopathological Image Classification Mohammad Shiri Monalika Padma Reddy Jiangwen Sun MedIm 40 6 0 17 Apr 2024
High-Resolution Detection of Earth Structural Heterogeneities from Seismic Amplitudes using Convolutional Neural Networks with Attention layers L. Schirmer Guilherme Gonçalves Schardong V. Silva Rogério Santos Helio Lopes 64 0 0 15 Apr 2024
Intelligent Chemical Purification Technique Based on Machine Learning Wenchao Wu Hao Xu Dongxiao Zhang Fanyang Mo 79 0 0 14 Apr 2024
Deep Learning for Educational Data Science Juan D. Pinto Luc Paquette 80 3 0 12 Apr 2024
Transfer Learning Study of Motion Transformer-based Trajectory Predictions Lars Ullrich Alex McMaster Knut Graichen 80 4 0 12 Apr 2024
QuasiSim: Parameterized Quasi-Physical Simulators for Dexterous Manipulations Transfer Xueyi Liu Kangbo Lyu Jieqiong Zhang Tao Du Li Yi 97 4 0 11 Apr 2024