A Comprehensive Survey on Transfer Learning

7 November 2019

Hengshu Zhu

Papers citing "A Comprehensive Survey on Transfer Learning"

50 / 997 papers shown

Title
Reconstructing Training Data From Real World Models Trained with Transfer Learning Yakir Oz Gilad Yehudai Gal Vardi Itai Antebi Michal Irani Niv Haim 38 2 0 22 Jul 2024
Deep Domain Adaptation Regression for Force Calibration of Optical Tactile Sensors Zhuo Chen Ni Ou Jiaqi Jiang Shan Luo OOD 38 4 0 19 Jul 2024
Enhancing Biomedical Knowledge Discovery for Diseases: An End-To-End Open-Source Framework Christos Theodoropoulos Andrei Catalin Coman James Henderson Marie-Francine Moens 35 0 0 18 Jul 2024
Towards Collaborative Intelligence: Propagating Intentions and Reasoning for Multi-Agent Coordination with Large Language Models Xihe Qiu Haoyu Wang Xiaoyu Tan Chao Qu Yujie Xiong Yuan Cheng Yinghui Xu Wei Chu Yuan Qi LLMAG LM&Ro 43 0 0 17 Jul 2024
SDPT: Synchronous Dual Prompt Tuning for Fusion-based Visual-Language Pre-trained Models Yang Zhou Yongjian Wu Jiya Saiyin Bingzheng Wei Maode Lai Eric Chang Yan Xu VLM 46 0 0 16 Jul 2024
Employing Sentence Space Embedding for Classification of Data Stream from Fake News Domain P. Zyblewski Jakub Klikowski Weronika Borek-Marciniec Pawel Ksieniewicz 36 0 0 15 Jul 2024
Detecting Omissions in Geographic Maps through Computer Vision Phuc D. A. Nguyen Anh Do Minh Hoai 23 0 0 15 Jul 2024
Towards Adapting Reinforcement Learning Agents to New Tasks: Insights from Q-Values Ashwin Ramaswamy Ransalu Senanayake 27 0 0 14 Jul 2024
Revolutionizing Bridge Operation and maintenance with LLM-based Agents: An Overview of Applications and Insights Xinyu-Chen Lianzhen-Zhang LLMAG AI4CE 42 2 0 14 Jul 2024
HDKD: Hybrid Data-Efficient Knowledge Distillation Network for Medical Image Classification Omar S. El-Assiouti Ghada Hamed Dina Khattab H. M. Ebied 45 1 0 10 Jul 2024
CrowdTransfer: Enabling Crowd Knowledge Transfer in AIoT Community Yan Liu Bin Guo Nuo Li Yasan Ding Zhouyangzi Zhang Zhiwen Yu 50 1 0 09 Jul 2024
Learning With Generalised Card Representations for "Magic: The Gathering" Timo Bertram Johannes Fürnkranz Martin Müller 47 1 0 08 Jul 2024
Multi-Fidelity Bayesian Neural Network for Uncertainty Quantification in Transonic Aerodynamic Loads Andrea Vaiuso Gabriele Immordino Marcello Righi A. Ronch AI4CE 45 0 0 08 Jul 2024
Vision Mamba for Classification of Breast Ultrasound Images Ali Nasiri-Sarvi Mahdi S. Hosseini Hassan Rivaz 41 5 0 04 Jul 2024
Magnetic Hysteresis Modeling with Neural Operators Abhishek Chandra B. Daniels M. Curti K. Tiels E. Lomonova AI4CE 45 2 0 03 Jul 2024
Knowledge Composition using Task Vectors with Learned Anisotropic Scaling Frederic Z. Zhang Paul Albert Cristian Rodriguez-Opazo Anton van den Hengel Ehsan Abbasnejad MoMe 58 8 0 03 Jul 2024
Breaking Language Barriers: Cross-Lingual Continual Pre-Training at Scale Wenzhen Zheng Wenbo Pan Xu Xu Libo Qin Li Yue Ming Zhou CLL 34 6 0 02 Jul 2024
ScoreFusion: Fusing Score-based Generative Models via Kullback-Leibler Barycenters Hao Liu Junze Tony Ye Ye Jose H. Blanchet DiffM FedML 36 1 0 28 Jun 2024
Single Image Estimation of Cell Migration Direction by Deep Circular Regression Lennart Bruns L. Lamparter Milos Galic Xiaoyi Jiang 16 1 0 27 Jun 2024
Learning Modality Knowledge Alignment for Cross-Modality Transfer Wenxuan Ma Shuang Li Lincan Cai Jingxuan Kang 39 1 0 27 Jun 2024
A review of unsupervised learning in astronomy Sotiria Fotopoulou 43 8 0 25 Jun 2024
Data-driven Modeling in Metrology -- A Short Introduction, Current Developments and Future Perspectives Linda-Sophie Schneider Patrick Krauss N. Schiering Christopher Syben Richard Schielein Andreas Maier AI4CE 40 1 0 24 Jun 2024
The Privileged Students: On the Value of Initialization in Multilingual Knowledge Distillation Haryo Akbarianto Wibowo Thamar Solorio Alham Fikri Aji 37 2 0 24 Jun 2024
Flat Posterior Does Matter For Bayesian Model Averaging Sungjun Lim Jeyoon Yeom Sooyon Kim Hoyoon Byun Jinho Kang Yohan Jung Jiyoung Jung Kyungwoo Song AAML BDL 48 0 0 21 Jun 2024
Semi Supervised Heterogeneous Domain Adaptation via Disentanglement and Pseudo-Labelling C. Dantas R. Gaetano Dino Ienco 40 0 0 20 Jun 2024
Text Serialization and Their Relationship with the Conventional Paradigms of Tabular Machine Learning Kyoka Ono Simon A. Lee LMTD 24 7 0 19 Jun 2024
On the Utility of Domain-Adjacent Fine-Tuned Model Ensembles for Few-shot Problems Md. Ibrahim Ibne Alam Parikshit Ram Soham Dan Horst Samulowitz Koushik Kar 38 0 0 19 Jun 2024
Modeling & Evaluating the Performance of Convolutional Neural Networks for Classifying Steel Surface Defects Nadeem Jabbar Chaudhry M. B. Khan M. J. Iqbal Siddiqui Muhammad Yasir 32 11 0 19 Jun 2024
Constructing Ancestral Recombination Graphs through Reinforcement Learning Mélanie Raymond Marie-Hélène Descary Cédric Beaulac Fabrice Larribe 25 1 0 17 Jun 2024
Occam's Razor for Self Supervised Learning: What is Sufficient to Learn Good Representations? Mark Ibrahim David Klindt Randall Balestriero SSL 56 2 1 15 Jun 2024
Comparison of fine-tuning strategies for transfer learning in medical image classification Ana Davila Jacinto Colan Yasuhisa Hasegawa 24 17 0 14 Jun 2024
Mixture-of-Skills: Learning to Optimize Data Usage for Fine-Tuning Large Language Models Minghao Wu Thuy-Trang Vu Lizhen Qu Gholamreza Haffari 31 5 0 13 Jun 2024
Strategies for Pretraining Neural Operators Anthony Y. Zhou Cooper Lorsung AmirPouya Hemmasian Amir Barati Farimani AI4CE 39 5 0 12 Jun 2024
Transferring Knowledge from Large Foundation Models to Small Downstream Models Shikai Qiu Boran Han Danielle C. Maddix Shuai Zhang Yuyang Wang Andrew Gordon Wilson 38 1 0 11 Jun 2024
A Survey on Machine Unlearning: Techniques and New Emerged Privacy Risks Hengzhu Liu Ping Xiong Tianqing Zhu Philip S. Yu 32 6 0 10 Jun 2024
DeviceBERT: Applied Transfer Learning With Targeted Annotations and Vocabulary Enrichment to Identify Medical Device and Component Terminology in FDA Recall Summaries Miriam Farrington 13 0 0 08 Jun 2024
Deep Vision-Based Framework for Coastal Flood Prediction Under Climate Change Impacts and Shoreline Adaptations A. Karapetyan Aaron Chung Hin Chow S. Madanat AI4CE 25 0 0 06 Jun 2024
Transfer Learning for Latent Variable Network Models Akhil Jalan Arya Mazumdar Soumendu Sundar Mukherjee Purnamrita Sarkar 38 1 0 05 Jun 2024
A Brief Overview of Optimization-Based Algorithms for MRI Reconstruction Using Deep Learning Wanyu Bian 32 5 0 03 Jun 2024
Position: Cracking the Code of Cascading Disparity Towards Marginalized Communities G. Farnadi Mohammad Havaei Negar Rostamzadeh 37 2 0 03 Jun 2024
Evolutionary Computation for the Design and Enrichment of General-Purpose Artificial Intelligence Systems: Survey and Prospects Javier Poyatos Javier Del Ser Salvador Garcia H. Ishibuchi Daniel Molina I. Triguero Bing Xue Xin Yao Francisco Herrera 40 1 0 03 Jun 2024
Visual Car Brand Classification by Implementing a Synthetic Image Dataset Creation Pipeline Jan Lippemeier Stefanie Hittmeyer Oliver Niehörster Markus Lange-Hegermann 34 1 0 03 Jun 2024
Amalgam: A Framework for Obfuscated Neural Network Training on the Cloud Sifat Ut Taki Spyridon Mastorakis FedML 32 1 0 02 Jun 2024
Communication-Efficient Distributed Deep Learning via Federated Dynamic Averaging Michail Theologitis Georgios Frangias Georgios Anestis V. Samoladas Antonios Deligiannakis FedML 40 0 0 31 May 2024
Back to the Basics on Predicting Transfer Performance Levy G. Chaves Eduardo Valle Alceu Bissoto Sandra Avila MedIm 47 0 0 30 May 2024
Federated and Transfer Learning for Cancer Detection Based on Image Analysis Amine Bechar Y. Elmir Yassine Himeur Rafik Medjoudj Abbes Amira MedIm 41 4 0 30 May 2024
An adaptive transfer learning perspective on classification in non-stationary environments Henry W J Reeve 36 0 0 28 May 2024
A Survey of Latent Factor Models in Recommender Systems Hind I. Alshbanat Hafida Benhidour Said Kerrache LRM BDL 43 1 0 28 May 2024
From Macro to Micro: Boosting micro-expression recognition via pre-training on macro-expression videos Hanting Li Hongjing Niu Feng Zhao 34 2 0 26 May 2024
Grounding Stylistic Domain Generalization with Quantitative Domain Shift Measures and Synthetic Scene Images Yiran Luo Joshua Forster Feinglass Tejas Gokhale Kuan-Cheng Lee Chitta Baral Yezhou Yang 37 0 0 24 May 2024