A Comprehensive Survey on Transfer Learning

7 November 2019

Hengshu Zhu

Papers citing "A Comprehensive Survey on Transfer Learning"

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Title
NuwaTS: a Foundation Model Mending Every Incomplete Time Series Jinguo Cheng Chunwei Yang Wanlin Cai Keli Zhang Yuankai Wu AI4TS 42 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 32 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 23 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 38 2 0 23 May 2024
Near-Field Spot Beamfocusing: A Correlation-Aware Transfer Learning Approach Mohammad Amir Fallah M. Monemi Mehdi Rasti Matti Latva-aho 21 1 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 203 0 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 43 3 0 20 May 2024
Transfer Learning for Spatial Autoregressive Models Hao Zeng Wei Zhong Xingbai Xu 38 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 36 8 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 31 1 0 19 May 2024
Quantile Activation: Correcting a Failure Mode of ML Models Aditya Challa Sravan Danda Laurent Najman Snehanshu Saha UQCV 36 0 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 35 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 52 0 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 35 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 35 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 117 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 57 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 48 8 0 09 May 2024
TrimCaching: Parameter-sharing AI Model Caching in Wireless Edge Networks Guanqiao Qu Zhengyi Lin Fangming Liu Xianhao Chen Kaibin Huang 54 16 0 07 May 2024
Sim2Real Transfer for Audio-Visual Navigation with Frequency-Adaptive Acoustic Field Prediction Changan Chen Jordi Ramos Anshul Tomar Kristen Grauman 28 3 0 05 May 2024
Individual Fairness Through Reweighting and Tuning A. J. Mahamadou Lea Goetz Russ B. Altman 28 0 0 02 May 2024
Imitation Learning: A Survey of Learning Methods, Environments and Metrics Nathan Gavenski Odinaldo Rodrigues Michael Luck 35 135 0 30 Apr 2024
Research and application of artificial intelligence based webshell detection model: A literature review Mingrui Ma Lansheng Han Chunjie Zhou 83 2 0 28 Apr 2024
Comparison of self-supervised in-domain and supervised out-domain transfer learning for bird species recognition H. Ghaffari Paul Devos 50 0 0 26 Apr 2024
Employing Two-Dimensional Word Embedding for Difficult Tabular Data Stream Classification P. Zyblewski 32 1 0 24 Apr 2024
Machine Learning Techniques for MRI Data Processing at Expanding Scale Taro Langner 35 0 0 22 Apr 2024
Transfer Learning for Molecular Property Predictions from Small Data Sets Thorren Kirschbaum A. Bande AI4CE 24 1 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 Fei Wu MoMe 24 0 0 20 Apr 2024
Improving Prediction Accuracy of Semantic Segmentation Methods Using Convolutional Autoencoder Based Pre-processing Layers H. Shimodaira AI4CE SSeg 61 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 33 3 0 17 Apr 2024
Supervised Contrastive Vision Transformer for Breast Histopathological Image Classification Mohammad Shiri Monalika Padma Reddy Jiangwen Sun MedIm 26 5 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 50 0 0 15 Apr 2024
Intelligent Chemical Purification Technique Based on Machine Learning Wenchao Wu Hao Xu Dongxiao Zhang Fanyang Mo 44 0 0 14 Apr 2024
Deep Learning for Educational Data Science Juan D. Pinto Luc Paquette 50 3 0 12 Apr 2024
Transfer Learning Study of Motion Transformer-based Trajectory Predictions Lars Ullrich Alex McMaster Knut Graichen 40 3 0 12 Apr 2024
QuasiSim: Parameterized Quasi-Physical Simulators for Dexterous Manipulations Transfer Xueyi Liu Kangbo Lyu Jieqiong Zhang Tao Du Li Yi 43 4 0 11 Apr 2024
A Lightweight Measure of Classification Difficulty from Application Dataset Characteristics Bryan Bo Cao Abhinav Sharma Lawrence O'Gorman Michael J. Coss Shubham Jain 42 1 0 09 Apr 2024
Class Similarity Transition: Decoupling Class Similarities and Imbalance from Generalized Few-shot Segmentation Shihong Wang Ruixun Liu Kaiyu Li Jiawei Jiang Xiangyong Cao 35 2 0 08 Apr 2024
Few-Shot Object Detection: Research Advances and Challenges Zhimeng Xin Shiming Chen Tianxu Wu Yuanjie Shao Weiping Ding Xinge You ObjD 42 24 0 07 Apr 2024
Transfer learning applications for anomaly detection in wind turbines C. Roelofs Christian Gück S. Faulstich 49 2 0 03 Apr 2024
A Deep Learning-based Pest Insect Monitoring System for Ultra-low Power Pocket-sized Drones Luca Crupi L. Butera Alberto Ferrante Daniele Palossi 35 2 0 02 Apr 2024
Transfer Learning with Reconstruction Loss Wei Cui Wei Yu 22 2 0 31 Mar 2024
Low-Rank Rescaled Vision Transformer Fine-Tuning: A Residual Design Approach Wei Dong Xing Zhang Bihui Chen Dawei Yan Zhijun Lin Qingsen Yan Peng Wang Yang Yang 44 6 0 28 Mar 2024
Safe and Robust Reinforcement Learning: Principles and Practice Taku Yamagata Raúl Santos-Rodríguez OffRL 45 2 0 27 Mar 2024
Inverse kinematics learning of a continuum manipulator using limited real time data Alok Ranjan Sahoo Pavan Chakraborty AI4CE 27 0 0 27 Mar 2024
A Hybrid Approach To Aspect Based Sentiment Analysis Using Transfer Learning Gaurav Negi Rajdeep Sarkar Omnia Zayed P. Buitelaar 27 4 0 25 Mar 2024
Knowledge-guided Machine Learning: Current Trends and Future Prospects Anuj Karpatne X. Jia Vipin Kumar 50 10 0 24 Mar 2024
Learning to Project for Cross-Task Knowledge Distillation Dylan Auty Roy Miles Benedikt Kolbeinsson K. Mikolajczyk 45 0 0 21 Mar 2024
Workload Estimation for Unknown Tasks: A Survey of Machine Learning Under Distribution Shift Josh Bhagat Smith Julie A. Adams 29 0 0 20 Mar 2024
Arcee's MergeKit: A Toolkit for Merging Large Language Models Charles Goddard Shamane Siriwardhana Malikeh Ehghaghi Luke Meyers Vladimir Karpukhin Brian Benedict Mark McQuade Jacob Solawetz MoMe KELM 90 82 0 20 Mar 2024