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A Comprehensive Survey on Transfer Learning

7 November 2019

Hengshu Zhu

Papers citing "A Comprehensive Survey on Transfer Learning"

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Title
A Survey on the Robustness of Computer Vision Models against Common Corruptions Shunxin Wang Raymond N. J. Veldhuis Christoph Brune N. Strisciuglio OOD VLM 150 14 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 153 14 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 98 19 0 08 May 2023
Model-Contrastive Federated Domain Adaptation Chang’an Yi Haotian Chen Yonghui Xu Yifan Zhang MedIm FedML 70 0 0 07 May 2023
Multimodal Understanding Through Correlation Maximization and Minimization Yi Shi Marc Niethammer 65 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 47 1 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 88 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 89 13 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 88 4 0 01 May 2023
The ART of Transfer Learning: An Adaptive and Robust Pipeline Boxiang Wang Yunan "Charles" Wu Chenglong Ye MedIm OOD 69 1 0 30 Apr 2023
Defining Replicability of Prediction Rules Giovanni Parmigiani AI4CE 30 2 0 30 Apr 2023
Accelerated and Inexpensive Machine Learning for Manufacturing Processes with Incomplete Mechanistic Knowledge J. Cleeman K. Agrawala R. Malhotra AI4CE 20 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 150 85 0 27 Apr 2023
Maximizing Model Generalization for Machine Condition Monitoring with Self-Supervised Learning and Federated Learning Matthew Russell Peng Wang FedML AI4CE 57 10 0 27 Apr 2023
Informative Data Selection with Uncertainty for Multi-modal Object Detection Wei Wei Zhiwei Li Zhenhong Zou Xinchen Gao Yijin Xiong Dafeng Jin Jun Li Huaping Liu 89 5 0 23 Apr 2023
Unmatched uncertainty mitigation through neural network supported model predictive control M. V. Gasparino Prabhat Kumar Mishra Girish Chowdhary 82 2 0 22 Apr 2023
Advances in Deep Concealed Scene Understanding Deng-Ping Fan Ge-Peng Ji Peng Xu Ming-Ming Cheng Daniel Gehrig Luc Van Gool 103 74 0 21 Apr 2023
RS2G: Data-Driven Scene-Graph Extraction and Embedding for Robust Autonomous Perception and Scenario Understanding Junyao Wang Arnav V. Malawade Junhong Zhou Shi Yu Mohammad Abdullah Al Faruque 94 11 0 17 Apr 2023
A Survey on Few-Shot Class-Incremental Learning Song Tian Lusi Li Weijun Li Hang Ran Xin Ning Prayag Tiwari CLL 108 111 0 17 Apr 2023
Exploring Incompatible Knowledge Transfer in Few-shot Image Generation Yunqing Zhao Chao Du Milad Abdollahzadeh Tianyu Pang Min Lin Shuicheng Yan Ngai-Man Cheung 114 21 0 15 Apr 2023
Transfer Learning for Low-Resource Sentiment Analysis Razhan Hameed Sina Ahmadi Fatemeh Daneshfar 64 5 0 10 Apr 2023
Experience-Based Evolutionary Algorithms for Expensive Optimization Xunzhao Yu Yan Wang Ling Zhu Dimitar Filev Xin Yao 71 2 0 09 Apr 2023
TC-VAE: Uncovering Out-of-Distribution Data Generative Factors Cristian Meo Anirudh Goyal Justin Dauwels DRL CoGe CML 86 2 0 08 Apr 2023
Last-Layer Fairness Fine-tuning is Simple and Effective for Neural Networks Yuzhen Mao Zhun Deng Huaxiu Yao Ting Ye Kenji Kawaguchi James Zou 92 21 0 08 Apr 2023
Convolutional neural networks for crack detection on flexible road pavements Hermann Tapamo Anna Sergeevna Bosman James Maina E. Horak 21 1 0 06 Apr 2023
Tracing and Visualizing Human-ML/AI Collaborative Processes through Artifacts of Data Work Jennifer Rogers Anamaria Crisan 86 7 0 05 Apr 2023
A Multiagent CyberBattleSim for RL Cyber Operation Agents T. Kunz Christian Fisher James La Novara-Gsell Christopher Nguyen Li Li AAML AI4CE 38 15 0 03 Apr 2023
Self-Supervised learning for Neural Architecture Search (NAS) Samuel Ducros SSL 67 1 0 03 Apr 2023
Quantifying the Impact of Data Characteristics on the Transferability of Sleep Stage Scoring Models A. Supratak Peter Haddawy 83 7 0 28 Mar 2023
Learning Expressive Prompting With Residuals for Vision Transformers Rajshekhar Das Yonatan Dukler Avinash Ravichandran A. Swaminathan VLM VPVLM 71 22 0 27 Mar 2023
Federated Learning without Full Labels: A Survey Yilun Jin Yang Liu Kai Chen Qian Yang FedML 90 26 0 25 Mar 2023
SPEC: Summary Preference Decomposition for Low-Resource Abstractive Summarization Yi-Syuan Chen Yun-Zhu Song Hong-Han Shuai 66 6 0 24 Mar 2023
A Closer Look at Model Adaptation using Feature Distortion and Simplicity Bias Puja Trivedi Danai Koutra Jayaraman J. Thiagarajan AAML 77 18 0 23 Mar 2023
Manipulating Transfer Learning for Property Inference Yulong Tian Fnu Suya Anshuman Suri Fengyuan Xu David Evans AAML 83 6 0 21 Mar 2023
Transfer learning method in the problem of binary classification of chest X-rays Kolesnikov Dmitry LM&MA 40 0 0 19 Mar 2023
Machine learning with data assimilation and uncertainty quantification for dynamical systems: a review Sibo Cheng César Quilodrán-Casas Said Ouala A. Farchi Che Liu ... Weiping Ding Yike Guo A. Carrassi Marc Bocquet Rossella Arcucci AI4CE 89 138 0 18 Mar 2023
A New Benchmark: On the Utility of Synthetic Data with Blender for Bare Supervised Learning and Downstream Domain Adaptation Hui Tang Kui Jia OOD 86 14 0 16 Mar 2023
Rice paddy disease classifications using CNNs Charles OÑeill 25 3 0 15 Mar 2023
Deep Learning for Cross-Domain Few-Shot Visual Recognition: A Survey Huali Xu Shuaifeng Zhi Shuzhou Sun Vishal M. Patel Li Liu 147 15 0 15 Mar 2023
Domain Generalization in Machine Learning Models for Wireless Communications: Concepts, State-of-the-Art, and Open Issues Mohamed Akrout Amal Feriani F. Bellili A. Mezghani Ekram Hossain OOD AI4CE 103 28 0 13 Mar 2023
TAKT: Target-Aware Knowledge Transfer for Whole Slide Image Classification Conghao Xiong Yi Lin Hao Chen Hao Zheng Dong Wei Yefeng Zheng Joseph J. Y. Sung Irwin King 84 4 0 10 Mar 2023
O2RNet: Occluder-Occludee Relational Network for Robust Apple Detection in Clustered Orchard Environments Pengyu Chu Zhao Li Kaixiang Zhang Dong Chen Kyle Lammers R. Lu 78 24 0 08 Mar 2023
Provable Pathways: Learning Multiple Tasks over Multiple Paths Yingcong Li Samet Oymak MoE 75 4 0 08 Mar 2023
An Empirical Study of Pre-Trained Model Reuse in the Hugging Face Deep Learning Model Registry Wenxin Jiang Nicholas Synovic Matt Hyatt Taylor R. Schorlemmer R. Sethi Yung-Hsiang Lu George K. Thiruvathukal James C. Davis 88 71 0 05 Mar 2023
Gradient Norm Aware Minimization Seeks First-Order Flatness and Improves Generalization Xingxuan Zhang Renzhe Xu Han Yu Hao Zou Peng Cui 83 42 0 03 Mar 2023
Cross-domain Transfer Learning and State Inference for Soft Robots via a Semi-supervised Sequential Variational Bayes Framework Shageenderan Sapai Junn Yong Loo Z. Y. Ding Chee Pin Tan Raphaël C.-W. Phan Vishnu Monn Baskaran Surya Girinatha Nurzaman DRL 155 5 0 03 Mar 2023
Choosing Public Datasets for Private Machine Learning via Gradient Subspace Distance Xin Gu Gautam Kamath Zhiwei Steven Wu 74 14 0 02 Mar 2023
Multiperspective Teaching of Unknown Objects via Shared-gaze-based Multimodal Human-Robot Interaction Daniel Weber Wolfgang Fuhl Enkelejda Kasneci A. Zell 30 3 0 01 Mar 2023
TimeMAE: Self-Supervised Representations of Time Series with Decoupled Masked Autoencoders Mingyue Cheng Qi Liu Zhiding Liu Haotong Zhang Rujiao Zhang Enhong Chen AI4TS 138 49 0 01 Mar 2023
Deep Learning for Identifying Iran's Cultural Heritage Buildings in Need of Conservation Using Image Classification and Grad-CAM M. Bahrami A. Albadvi 46 5 0 28 Feb 2023