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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
Transferable Student Performance Modeling for Intelligent Tutoring Systems Robin Schmucker Tom Michael Mitchell AI4Ed 121 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 94 13 0 28 Jan 2022
A Survey on Visual Transfer Learning using Knowledge Graphs Sebastian Monka Lavdim Halilaj Achim Rettinger 121 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 132 75 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) 64 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 75 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 101 97 0 24 Jan 2022
An Empirical Investigation of Model-to-Model Distribution Shifts in Trained Convolutional Filters Paul Gavrikov J. Keuper 33 1 0 20 Jan 2022
Cross-Domain Few-Shot Graph Classification Kaveh Hassani 109 32 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 64 13 0 19 Jan 2022
A Review of Deep Transfer Learning and Recent Advancements Mohammadreza Iman Khaled Rasheed H. Arabnia 90 392 0 19 Jan 2022
Transferability in Deep Learning: A Survey Junguang Jiang Yang Shu Jianmin Wang Mingsheng Long OOD 93 105 0 15 Jan 2022
Head2Toe: Utilizing Intermediate Representations for Better Transfer Learning Utku Evci Vincent Dumoulin Hugo Larochelle Michael C. Mozer 155 86 0 10 Jan 2022
Deep Domain Adversarial Adaptation for Photon-efficient Imaging Yiwei Chen Gongxin Yao Yong Liu Hongye Su Xiao Hu Yusu Pan 59 5 0 07 Jan 2022
Neural calibration of hidden inhomogeneous Markov chains -- Information decompression in life insurance Mark Kiermayer Christian Weiß 45 0 0 07 Jan 2022
Multi-Label Classification on Remote-Sensing Images A. Singh B. Uma Shankar 40 0 0 06 Jan 2022
Transfer Learning for Retinal Vascular Disease Detection: A Pilot Study with Diabetic Retinopathy and Retinopathy of Prematurity Guan Wang Yusuke Kikuchi J. Yi Qiong Zou Rui Zhou Xin Guo 30 7 0 04 Jan 2022
Modeling Users' Behavior Sequences with Hierarchical Explainable Network for Cross-domain Fraud Detection Yongchun Zhu Dongbo Xi Bowen Song Fuzhen Zhuang Shuai Chen Xi Gu Qing He 75 60 0 04 Jan 2022
MDFEND: Multi-domain Fake News Detection Qiong Nan Juan Cao Yongchun Zhu Yanyan Wang Jintao Li MoE 79 158 0 04 Jan 2022
Data-Free Knowledge Transfer: A Survey Yuang Liu Wei Zhang Jun Wang Jianyong Wang 121 48 0 31 Dec 2021
Empirical Evaluation of Deep Learning Models for Knowledge Tracing: Of Hyperparameters and Metrics on Performance and Replicability Sami Sarsa Juho Leinonen Arto Hellas 58 13 0 30 Dec 2021
Feature matching as improved transfer learning technique for wearable EEG E. Heremans Huy P Phan A. Ansari Pascal Borzée B. Buyse D. Testelmans M. D. Vos OOD 95 10 0 29 Dec 2021
A transfer learning enhanced the physics-informed neural network model for vortex-induced vibration He-sheng Tang Hu Yang Y. Liao Liyu Xie AI4CE 49 3 0 29 Dec 2021
Improved skin lesion recognition by a Self-Supervised Curricular Deep Learning approach Kirill Sirotkin Marcos Escudero-Viñolo Pablo Carballeira Juan C. Sanmiguel SSL 62 7 0 22 Dec 2021
TECM: Transfer Learning-based Evidential C-Means Clustering Lianmeng Jiao Feng Wang Zhunga Liu Quan Pan 38 24 0 19 Dec 2021
An Empirical Investigation of the Role of Pre-training in Lifelong Learning Sanket Vaibhav Mehta Darshan Patil Sarath Chandar Emma Strubell CLL 156 145 0 16 Dec 2021
Cadence: A Practical Time-series Partitioning Algorithm for Unlabeled IoT Sensor Streams Tahiya Chowdhury Murtadha M. N. Aldeer Shantanu Laghate Jorge Ortiz AI4TS 66 2 0 06 Dec 2021
A Survey of Deep Learning for Low-Shot Object Detection Qihan Huang Haofei Zhang Mengqi Xue Mingli Song Xiuming Zhang ObjD 131 19 0 06 Dec 2021
TransBoost: A Boosting-Tree Kernel Transfer Learning Algorithm for Improving Financial Inclusion Yiheng Sun Tian Lu Cong Wang Yuan Li Huaiyu Fu Jingran Dong Y. Xu 82 2 0 04 Dec 2021
Deep Transfer Learning: A Novel Collaborative Learning Model for Cyberattack Detection Systems in IoT Networks Tran Viet Khoa D. Hoang N. Trung Cong T. Nguyen T. T. T. Quynh Diep N. Nguyen Nguyen Viet Ha E. Dutkiewicz FedML 74 23 0 02 Dec 2021
Multi-Agent Transfer Learning in Reinforcement Learning-Based Ride-Sharing Systems A. Castagna Ivana Dusparic 72 8 0 01 Dec 2021
Conceptually Diverse Base Model Selection for Meta-Learners in Concept Drifting Data Streams Helen McKay N. Griffiths Phillip Taylor 23 0 0 29 Nov 2021
Evolutionary Multitask Optimization: Fundamental Research Questions, Practices, and Directions for the Future E. Osaba Javier Del Ser Ponnuthurai Nagaratnam Suganthan 79 17 0 29 Nov 2021
TinyDefectNet: Highly Compact Deep Neural Network Architecture for High-Throughput Manufacturing Visual Quality Inspection M. Shafiee M. Famouri Gautam Bathla Francis Li Alexander Wong 56 3 0 29 Nov 2021
NTD: Non-Transferability Enabled Backdoor Detection Yinshan Li Hua Ma Zhi-Li Zhang Yansong Gao A. Abuadbba Anmin Fu Yifeng Zheng S. Al-Sarawi Derek Abbott AAML 76 6 0 22 Nov 2021
Hierarchical transfer learning with applications for electricity load forecasting A. Antoniadis Solenne Gaucher Y. Goude AI4TS 75 11 0 16 Nov 2021
Improving Compound Activity Classification via Deep Transfer and Representation Learning Vishal Dey R. Machiraju Xia Ning AAML 119 3 0 14 Nov 2021
Towards Transferring Human Preferences from Canonical to Actual Assembly Tasks Heramb Nemlekar Runyu Guan Guanyang Luo Satyandra K. Gupta Stefanos Nikolaidis 99 8 0 11 Nov 2021
Learning by Cheating : An End-to-End Zero Shot Framework for Autonomous Drone Navigation Praveen Venkatesh Viraj Shah Vrutik Shah Yashvant Kamble Joycee Mekie 48 0 0 11 Nov 2021
Hybrid BYOL-ViT: Efficient approach to deal with small datasets Safwen Naimi Rien van Leeuwen W. Souidène S. B. Saoud SSL ViT 44 2 0 08 Nov 2021
Open-Set Crowdsourcing using Multiple-Source Transfer Learning Guangyang Han Guoxian Yu Lei Liu Li-zhen Cui C. Domeniconi Xiangliang Zhang 18 0 0 07 Nov 2021
Callee: Recovering Call Graphs for Binaries with Transfer and Contrastive Learning Wenyu Zhu Zhiyao Feng Zihan Zhang Jian-jun Chen Zhijian Ou Min Yang Chao Zhang AAML 60 8 0 02 Nov 2021
Robot Learning from Randomized Simulations: A Review Fabio Muratore Fabio Ramos Greg Turk Wenhao Yu Michael Gienger Jan Peters AI4CE 119 83 0 01 Nov 2021
CvS: Classification via Segmentation For Small Datasets Nooshin Mojab Philip S. Yu J. Hallak Darvin Yi 65 4 0 29 Oct 2021
NeuroBack: Improving CDCL SAT Solving using Graph Neural Networks Wenxi Wang Yang Hu Mohit Tiwari S. Khurshid K. McMillan Risto Miikkulainen GNN NAI 98 8 0 26 Oct 2021
YOLO-ReT: Towards High Accuracy Real-time Object Detection on Edge GPUs Prakhar Ganesh Yao Chen Yin Yang Deming Chen Marianne Winslett ObjD 3DH 80 37 0 26 Oct 2021
ReLAX: Reinforcement Learning Agent eXplainer for Arbitrary Predictive Models Kiran Purohit Soumili Das Jia Wang He Zhu Santu Rana Gabriele Tolomei CML OffRL 97 38 0 22 Oct 2021
Personalized Transfer of User Preferences for Cross-domain Recommendation Yongchun Zhu Zhenwei Tang Yudan Liu Fuzhen Zhuang Ruobing Xie Xu-Yao Zhang Leyu Lin Qing He 69 178 0 21 Oct 2021
Test time Adaptation through Perturbation Robustness Prabhu Teja Sivaprasad Franccois Fleuret TTA OOD 69 34 0 19 Oct 2021
Deep CNNs for Peripheral Blood Cell Classification Ekta Gavas Kaustubh Olpadkar 49 9 0 18 Oct 2021