A Comprehensive Survey on Transfer Learning

7 November 2019

Hengshu Zhu

Papers citing "A Comprehensive Survey on Transfer Learning"

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Title
Medicinal Boxes Recognition on a Deep Transfer Learning Augmented Reality Mobile Application D. Avola Luigi Cinque Alessio Fagioli G. Foresti Marco Raoul Marini Alessio Mecca D. Pannone 22 2 0 26 Mar 2022
Deep Learning and Artificial General Intelligence: Still a Long Way to Go M. Świechowski ELM VLM AI4CE 11 2 0 25 Mar 2022
Visual Prompt Tuning Menglin Jia Luming Tang Bor-Chun Chen Claire Cardie Serge Belongie Bharath Hariharan Ser-Nam Lim VLM VPVLM 40 1,527 0 23 Mar 2022
A Prompt Array Keeps the Bias Away: Debiasing Vision-Language Models with Adversarial Learning Hugo Elias Berg S. Hall Yash Bhalgat Wonsuk Yang Hannah Rose Kirk Aleksandar Shtedritski Max Bain VLM 25 99 0 22 Mar 2022
HyperShot: Few-Shot Learning by Kernel HyperNetworks Marcin Sendera Marcin Przewiȩźlikowski Konrad Karanowski Maciej Ziȩba Jacek Tabor Przemysław Spurek VLM 27 27 0 21 Mar 2022
Multitask Neuroevolution for Reinforcement Learning with Long and Short Episodes Nick Zhang Abhishek Gupta Zefeng Chen Yew-Soon Ong 27 7 0 21 Mar 2022
Multi-view Multi-behavior Contrastive Learning in Recommendation Yiqing Wu Ruobing Xie Yongchun Zhu Xiang Ao Xin Chen Xu-Yao Zhang Fuzhen Zhuang Leyu Lin Qing He 10 78 0 20 Mar 2022
Reinforcement learning for automatic quadrilateral mesh generation: a soft actor-critic approach J. Pan Jingwei Huang G. Cheng Yong Zeng AI4CE 14 40 0 19 Mar 2022
Model Inversion Attack against Transfer Learning: Inverting a Model without Accessing It Dayong Ye Huiqiang Chen Shuai Zhou Tianqing Zhu Wanlei Zhou S. Ji MIACV 22 6 0 13 Mar 2022
Leveraging universality of jet taggers through transfer learning F. Dreyer Radoslaw Grabarczyk P. Monni 13 17 0 11 Mar 2022
Domain Generalisation for Object Detection under Covariate and Concept Shift Karthik Seemakurthy E. Aptoula Charles Fox Petra Bosilj ObjD OOD 26 10 0 10 Mar 2022
Connecting sufficient conditions for domain adaptation: source-guided uncertainty, relaxed divergences and discrepancy localization Sofien Dhouib S. Maghsudi 36 2 0 09 Mar 2022
Self-Supervised Domain Calibration and Uncertainty Estimation for Place Recognition Pierre-Yves Lajoie Giovanni Beltrame UQCV 22 9 0 08 Mar 2022
Robust Local Preserving and Global Aligning Network for Adversarial Domain Adaptation Jingyao Wang Jiangmeng Li C. Zheng Bing-Huang Su Hui Xiong 13 25 0 08 Mar 2022
Transfer Learning of High-Fidelity Opacity Spectra in Autoencoders and Surrogate Models Michael D. Vander Wal R. McClarren K. Humbird AI4CE 18 6 0 02 Mar 2022
Towards IID representation learning and its application on biomedical data Jiqing Wu I. Zlobec Maxime W. Lafarge Yukun He V. Koelzer OOD CML 23 4 0 01 Mar 2022
Causal Domain Adaptation with Copula Entropy based Conditional Independence Test Jian Ma TTA OOD CML 16 0 0 27 Feb 2022
Application of DatasetGAN in medical imaging: preliminary studies Zong Fan Varun A. Kelkar M. Anastasio Hua Li MedIm 19 5 0 27 Feb 2022
Learning Multi-Task Gaussian Process Over Heterogeneous Input Domains Haitao Liu Kai Wu Yew-Soon Ong Chao Bian Xiaomo Jiang Xiaofang Wang 19 7 0 25 Feb 2022
A Deep Learning Approach for Network-wide Dynamic Traffic Prediction during Hurricane Evacuation Rezaur Rahman Samiul Hasan AI4TS 22 19 0 25 Feb 2022
Is Neuro-Symbolic AI Meeting its Promise in Natural Language Processing? A Structured Review Kyle Hamilton Aparna Nayak Bojan Bozic Luca Longo NAI 29 57 0 24 Feb 2022
Collaborative Training of Heterogeneous Reinforcement Learning Agents in Environments with Sparse Rewards: What and When to Share? Alain Andres Esther Villar-Rodriguez Javier Del Ser 22 9 0 24 Feb 2022
Transformers in Medical Image Analysis: A Review Kelei He Chen Gan Zhuoyuan Li I. Rekik Zihao Yin Wen Ji Yang Gao Qian Wang Junfeng Zhang D. Shen ViT MedIm 28 255 0 24 Feb 2022
Graph Lifelong Learning: A Survey F. Febrinanto Feng Xia Kristen Moore Chandra Thapa Charu C. Aggarwal CLL AI4CE 37 51 0 22 Feb 2022
AI/ML Algorithms and Applications in VLSI Design and Technology Deepthi Amuru Harsha V. Vudumula Pavan K. Cherupally Sushanth R. Gurram Amir Ahmad Andleeb Zahra Zia Abbas 11 35 0 21 Feb 2022
Domain-Augmented Domain Adaptation Qiuhao Zeng Tianze Luo Boyu Wang 16 2 0 21 Feb 2022
Explaining, Evaluating and Enhancing Neural Networks' Learned Representations Marco Bertolini Djork-Arné Clevert F. Montanari FAtt 14 5 0 18 Feb 2022
Resurrecting Trust in Facial Recognition: Mitigating Backdoor Attacks in Face Recognition to Prevent Potential Privacy Breaches Reena Zelenkova J. Swallow Pathum Chamikara Mahawaga Arachchige Dongxi Liu Mohan Baruwal Chhetri S. Çamtepe M. Grobler Mahathir Almashor AAML 22 2 0 18 Feb 2022
Two-stage architectural fine-tuning with neural architecture search using early-stopping in image classification Youngkee Kim Won Joon Yun Youn Kyu Lee Soyi Jung Joongheon Kim 23 5 0 17 Feb 2022
2021 BEETL Competition: Advancing Transfer Learning for Subject Independence & Heterogenous EEG Data Sets Xia Wei Aldo A. Faisal Moritz Grosse-Wentrup Alexandre Gramfort Sylvain Chevallier ... Stephen M. Gordon Vernon J. Lawhern Maciej Śliwowski Vincent Rouanne Piotr Tempczyk OOD 17 23 0 14 Feb 2022
Emotion Based Hate Speech Detection using Multimodal Learning Aneri Rana Sonali Jha 11 39 0 13 Feb 2022
Transfer-Learning Across Datasets with Different Input Dimensions: An Algorithm and Analysis for the Linear Regression Case Luis P. Silvestrin Harry Van Zanten Mark Hoogendoorn G. Koole 12 4 0 10 Feb 2022
Generating Training Data with Language Models: Towards Zero-Shot Language Understanding Yu Meng Jiaxin Huang Yu Zhang Jiawei Han SyDa 32 228 0 09 Feb 2022
Cost-effective Framework for Gradual Domain Adaptation with Multifidelity Shogo Sagawa H. Hino CLL 32 6 0 09 Feb 2022
Understanding and Shifting Preferences for Battery Electric Vehicles Nikos Arechiga Francine Chen Rumen Iliev Emily S. Sumner S. Carter ... Laurent Denoue Candice L Hogan Katharine Sieck Charlene C. Wu Kent Lyons 22 2 0 09 Feb 2022
Transferable Student Performance Modeling for Intelligent Tutoring Systems Robin Schmucker Tom Michael Mitchell AI4Ed 13 3 0 08 Feb 2022
Electra: Conditional Generative Model based Predicate-Aware Query Approximation Nikhil Sheoran Subrata Mitra Vibhor Porwal Siddharth Ghetia Jatin Varshney Tung Mai Anup B. Rao Vikas Maddukuri 40 11 0 28 Jan 2022
A Survey on Visual Transfer Learning using Knowledge Graphs Sebastian Monka Lavdim Halilaj Achim Rettinger 19 23 0 27 Jan 2022
DrugOOD: Out-of-Distribution (OOD) Dataset Curator and Benchmark for AI-aided Drug Discovery -- A Focus on Affinity Prediction Problems with Noise Annotations Yuanfeng Ji Lu Zhang Jiaxiang Wu Bing Wu Long-Kai Huang ... Ping Luo Shuigeng Zhou Junzhou Huang Peilin Zhao Yatao Bian OOD 69 73 0 24 Jan 2022
Image features of a splashing drop on a solid surface extracted using a feedforward neural network Jingzu Yee A. Yamanaka Yoshiyuki Tagawa(田川義之) 19 14 0 24 Jan 2022
PaRT: Parallel Learning Towards Robust and Transparent AI Mahsa Paknezhad Hamsawardhini Rengarajan Chenghao Yuan Sujanya Suresh Manas Gupta Savitha Ramasamy Hwee Kuan Lee OOD 38 1 0 24 Jan 2022
Improving Chest X-Ray Report Generation by Leveraging Warm Starting Aaron Nicolson Jason Dowling Bevan Koopman ViT LM&MA MedIm 30 90 0 24 Jan 2022
An Empirical Investigation of Model-to-Model Distribution Shifts in Trained Convolutional Filters Paul Gavrikov J. Keuper 11 1 0 20 Jan 2022
Cross-Domain Few-Shot Graph Classification Kaveh Hassani 18 31 0 20 Jan 2022
Correlated-informed neural networks: a new machine learning framework to predict pressure drop in micro-channels J. A. Montañez-Barrera J. M. Barroso-Maldonado A. F. Bedoya-Santacruz A. Mota-Babiloni 17 11 0 19 Jan 2022
A Review of Deep Transfer Learning and Recent Advancements Mohammadreza Iman Khaled Rasheed H. Arabnia 20 354 0 19 Jan 2022
Transferability in Deep Learning: A Survey Junguang Jiang Yang Shu Jianmin Wang Mingsheng Long OOD 34 101 0 15 Jan 2022
Head2Toe: Utilizing Intermediate Representations for Better Transfer Learning Utku Evci Vincent Dumoulin Hugo Larochelle Michael C. Mozer 30 83 0 10 Jan 2022
Deep Domain Adversarial Adaptation for Photon-efficient Imaging Yiwei Chen Gongxin Yao Yong Liu Hongye Su Xiao Hu Yusu Pan 13 5 0 07 Jan 2022
Neural calibration of hidden inhomogeneous Markov chains -- Information decompression in life insurance Mark Kiermayer Christian Weiß 6 0 0 07 Jan 2022