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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
TgDLF2.0: Theory-guided deep-learning for electrical load forecasting via Transformer and transfer learning Jiaxin Gao Wenbo Hu Dongxiao Zhang Yuntian Chen AI4TS AI4CE 85 2 0 05 Oct 2022
PersA-FL: Personalized Asynchronous Federated Learning Taha Toghani Soomin Lee César A. Uribe FedML 130 6 0 03 Oct 2022
Visual Prompt Tuning for Generative Transfer Learning Kihyuk Sohn Yuan Hao José Lezama Luisa F. Polanía Huiwen Chang Han Zhang Irfan Essa Lu Jiang VPVLM VLM 166 89 0 03 Oct 2022
Transfer Learning on Electromyography (EMG) Tasks: Approaches and Beyond Di Wu Jie Yang Mohamad Sawan OOD MedIm 87 21 0 03 Oct 2022
HPC Storage Service Autotuning Using Variational-Autoencoder-Guided Asynchronous Bayesian Optimization Matthieu Dorier Romain Egele Prasanna Balaprakash Jaehoon Koo Sandeep Madireddy Srinivasan Ramesh A. Malony R. Ross 61 10 0 03 Oct 2022
Towards a Unified View on Visual Parameter-Efficient Transfer Learning Bruce X. B. Yu Jianlong Chang Lin Liu Qi Tian Changan Chen VPVLM VLM 115 36 0 03 Oct 2022
Transfer Learning for Individual Treatment Effect Estimation Ahmed Aloui Juncheng Dong Cat P. Le Vahid Tarokh CML 125 2 0 01 Oct 2022
Generalizability of Adversarial Robustness Under Distribution Shifts Kumail Alhamoud Hasan Hammoud Motasem Alfarra Guohao Li OOD 149 9 0 29 Sep 2022
Hyper-Representations as Generative Models: Sampling Unseen Neural Network Weights Konstantin Schurholt Boris Knyazev Xavier Giró-i-Nieto Damian Borth 139 42 0 29 Sep 2022
MeWEHV: Mel and Wave Embeddings for Human Voice Tasks Andrés Vasco-Carofilis Laura Fernández-Robles Enrique Alegre Eduardo FIDALGO 95 3 0 28 Sep 2022
Disentangling Transfer in Continual Reinforcement Learning Maciej Wołczyk Michal Zajkac Razvan Pascanu Lukasz Kuciñski Piotr Milo's CLL 127 28 0 28 Sep 2022
Habitat classification from satellite observations with sparse annotations Mikko Impio Pekka. Harma A. Tammilehto S. Anttila Jenni Raitoharju 52 0 0 26 Sep 2022
PolyMPCNet: Towards ReLU-free Neural Architecture Search in Two-party Computation Based Private Inference Hongwu Peng Shangli Zhou Yukui Luo Shijin Duan Nuo Xu ... Tong Geng Ang Li Wujie Wen Xiaolin Xu Caiwen Ding 83 4 0 20 Sep 2022
Improving Fake News Detection of Influential Domain via Domain- and Instance-Level Transfer Qiong Nan Danding Wang Yongchun Zhu Qiang Sheng Yuhui Shi Juan Cao Jintao Li 99 27 0 19 Sep 2022
Top-Tuning: a study on transfer learning for an efficient alternative to fine tuning for image classification with fast kernel methods P. D. Alfano Vito Paolo Pastore Lorenzo Rosasco Francesca Odone 72 7 0 16 Sep 2022
Modeling Multiple Views via Implicitly Preserving Global Consistency and Local Complementarity Jiangmeng Li Jingyao Wang Changwen Zheng Fuchun Sun Farid Razzak Ji-Rong Wen Hui Xiong 110 7 0 16 Sep 2022
PINCH: An Adversarial Extraction Attack Framework for Deep Learning Models William Hackett Stefan Trawicki Zhengxin Yu N. Suri Peter Garraghan MIACV AAML 68 3 0 13 Sep 2022
Socially Enhanced Situation Awareness from Microblogs using Artificial Intelligence: A Survey Rabindra Lamsal Aaron Harwood M. Read 103 21 0 13 Sep 2022
TEDL: A Two-stage Evidential Deep Learning Method for Classification Uncertainty Quantification Xue Li Wei Shen Denis Xavier Charles UQCV EDL 92 3 0 12 Sep 2022
AutoPruner: Transformer-Based Call Graph Pruning Thanh Le-Cong Hong Jin Kang Truong-Giang Nguyen S. A. Haryono David Lo X. Le H. Thang 66 20 0 07 Sep 2022
Ensemble of Pre-Trained Neural Networks for Segmentation and Quality Detection of Transmission Electron Microscopy Images Arun Baskaran Yulin Lin J. Wen Maria K. Y. Chan UQCV 41 0 0 05 Sep 2022
Generalization in Neural Networks: A Broad Survey Chris Rohlfs OOD AI4CE 69 7 0 04 Sep 2022
Geometry of EM and related iterative algorithms H. Hino S. Akaho Noboru Murata 73 5 0 03 Sep 2022
Classical-to-quantum convolutional neural network transfer learning Juhyeon Kim Joonsuk Huh D. Park 99 39 0 31 Aug 2022
Minkowski Tracker: A Sparse Spatio-Temporal R-CNN for Joint Object Detection and Tracking JunYoung Gwak Silvio Savarese Jeannette Bohg VOT 95 13 0 22 Aug 2022
Transfer Ranking in Finance: Applications to Cross-Sectional Momentum with Data Scarcity Daniel Poh Stephen J. Roberts S. Zohren 46 7 0 21 Aug 2022
A physics-based domain adaptation framework for modelling and forecasting building energy systems Zack Xuereb Conti R. Choudhary Luca Magri AI4CE 40 6 0 19 Aug 2022
Accurate Action Recommendation for Smart Home via Two-Level Encoders and Commonsense Knowledge Hyunsik Jeon Jongjin Kim Hoyoung Yoon Jaeri Lee U. Kang 46 16 0 12 Aug 2022
A data-driven modular architecture with denoising autoencoders for health indicator construction in a manufacturing process Emil Blixt Hansen H. Langseth N. Iftikhar Simon Boegh 33 0 0 10 Aug 2022
How Well Do Vision Transformers (VTs) Transfer To The Non-Natural Image Domain? An Empirical Study Involving Art Classification Vincent Tonkes M. Sabatelli ViT 73 6 0 09 Aug 2022
Meta-learning from Learning Curves Challenge: Lessons learned from the First Round and Design of the Second Round Manh Hung Nguyen Lisheng Sun Nathan Grinsztajn Isabelle M Guyon 78 1 0 04 Aug 2022
SA-NET.v2: Real-time vehicle detection from oblique UAV images with use of uncertainty estimation in deep meta-learning M. Khoshboresh-Masouleh R. Shah-Hosseini AI4TS 23 1 0 04 Aug 2022
Multi-layer Representation Learning for Robust OOD Image Classification Aristotelis Ballas Christos Diou 90 5 0 27 Jul 2022
Exploring the Design of Adaptation Protocols for Improved Generalization and Machine Learning Safety Puja Trivedi Danai Koutra Jayaraman J. Thiagarajan AAML 73 0 0 26 Jul 2022
Improving Pseudo Labels With Intra-Class Similarity for Unsupervised Domain Adaptation Jie Wang Xiaoli Zhang 121 30 0 25 Jul 2022
Learning from few examples: Classifying sex from retinal images via deep learning Aaron Berk Gulcenur Ozturan Parsa Delavari D. Maberley Özgür Yilmaz Ipek Oruc 41 3 0 20 Jul 2022
Controllable Data Generation by Deep Learning: A Review Shiyu Wang Yuanqi Du Xiaojie Guo Bo Pan Zhaohui Qin Liang Zhao 110 28 0 19 Jul 2022
LR-Net: A Block-based Convolutional Neural Network for Low-Resolution Image Classification Ashkan Ganj M. Ebadpour Mahdieh Darvish H. Bahador SupR 48 14 0 19 Jul 2022
Similarity of Pre-trained and Fine-tuned Representations Thomas Goerttler Klaus Obermayer 27 1 0 19 Jul 2022
SelectionConv: Convolutional Neural Networks for Non-rectilinear Image Data David Hart Michael Whitney B. Morse 85 2 0 18 Jul 2022
Turning the information-sharing dial: efficient inference from different data sources Emily C. Hector Ryan Martin 82 6 0 18 Jul 2022
Word Play for Playing Othello (Reverses) S. M. Noever David Noever 91 0 0 18 Jul 2022
Transfer learning for time series classification using synthetic data generation Yarden Rotem Nathaniel Shimoni Lior Rokach Bracha Shapira SyDa 46 9 0 16 Jul 2022
Heuristic-free Optimization of Force-Controlled Robot Search Strategies in Stochastic Environments Bastian Alt Darko Katic Rainer Jäkel Michael Beetz 67 6 0 15 Jul 2022
Beware the Rationalization Trap! When Language Model Explainability Diverges from our Mental Models of Language Rita Sevastjanova Mennatallah El-Assady LRM 100 10 0 14 Jul 2022
E2-AEN: End-to-End Incremental Learning with Adaptively Expandable Network Guimei Cao Zhanzhan Cheng Yunlu Xu Duo Li Shiliang Pu Yi Niu Leilei Gan CLL 77 2 0 14 Jul 2022
LiveSchema: A Gateway Towards Learning on Knowledge Graph Schemas Mattia Fumagalli Marco Boffo D. Shi Mayukh Bagchi Fausto Giunchiglia 31 1 0 13 Jul 2022
Noisy Heuristics NAS: A Network Morphism based Neural Architecture Search using Heuristics Suman Sapkota Binod Bhattarai 68 3 0 10 Jul 2022
Low-resource Low-footprint Wake-word Detection using Knowledge Distillation Arindam Ghosh Mark C. Fuhs Deblin Bagchi Bahman Farahani Monika Woszczyna VLM 48 3 0 06 Jul 2022
Pre-training Transformers for Molecular Property Prediction Using Reaction Prediction J. Broberg Maria Bånkestad Erik Ylipää AI4CE 99 5 0 06 Jul 2022