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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
Approximate Estimation of High-dimension Execution Skill for Dynamic Agents in Continuous Domains Delma Nieves-Rivera Christopher Archibald 25 0 0 20 Aug 2024
The Evolution of Reinforcement Learning in Quantitative Finance: A Survey Nikolaos Pippas Cagatay Turkay Elliot A. Ludvig AIFin 204 4 0 20 Aug 2024
Electron-nucleus cross sections from transfer learning K. Graczyk B. E. Kowal A. M. Ankowski Rwik Dharmapal Banerjee Jose Luis Bonilla Hemant Prasad J. Sobczyk 57 2 0 19 Aug 2024
Multi-Agent Reinforcement Learning for Autonomous Driving: A Survey Ruiqi Zhang Jing Hou Florian Walter Shangding Gu Jiayi Guan Florian Röhrbein Yali Du Panpan Cai G. Chen Alois Knoll 141 15 0 19 Aug 2024
Inverse design with conditional cascaded diffusion models Milad Habibi M. Fuge DiffM 74 0 0 16 Aug 2024
The Data Addition Dilemma Judy Hanwen Shen Inioluwa Deborah Raji Irene Y. Chen 83 7 0 08 Aug 2024
An Interactive Augmented Reality Interface for Personalized Proxemics Modeling Massimiliano Nigro Amy O'Connell T. Groechel Anna-Maria Velentza Maja J. Matarić 39 0 0 06 Aug 2024
Few-shot Scooping Under Domain Shift via Simulated Maximal Deployment Gaps Yifan Zhu Pranay Thangeda Erica Tevere Ashish Goel Erik Kramer Hari Nayar Melkior Ornik Kris K. Hauser 76 0 0 06 Aug 2024
Cross-Modality Clustering-based Self-Labeling for Multimodal Data Classification P. Zyblewski Leandro L. Minku 78 0 0 05 Aug 2024
PiCoGen2: Piano cover generation with transfer learning approach and weakly aligned data Chih-Pin Tan Hsin Ai Yi-Hsin Chang Shuen-Huei Guan Yi-Hsuan Yang 128 2 0 02 Aug 2024
Explainable Emotion Decoding for Human and Computer Vision Alessio Borriero Martina Milazzo M. Diano Davide Orsenigo Maria Chiara Villa Chiara Di Fazio Marco Tamietto Alan Perotti 77 0 0 01 Aug 2024
Shape-restricted transfer learning analysis for generalized linear regression model Stefan Langer Tao Yu Andreas Nürnberger Jing Qin 62 0 0 31 Jul 2024
Seamless Website Fingerprinting in Multiple Environments Chuxu Song Zining Fan Hao Wang Richard Martin 81 1 0 28 Jul 2024
Automated Ensemble Multimodal Machine Learning for Healthcare F. Imrie Stefan Denner Lucas S. Brunschwig Klaus H. Maier-Hein M. Schaar 66 3 1 25 Jul 2024
Reconstructing Training Data From Real World Models Trained with Transfer Learning Yakir Oz Gilad Yehudai Gal Vardi Itai Antebi Michal Irani Niv Haim 69 3 0 22 Jul 2024
Deep Domain Adaptation Regression for Force Calibration of Optical Tactile Sensors Zhuo Chen Ni Ou Jiaqi Jiang Shan Luo OOD 74 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 70 0 0 18 Jul 2024
Towards Collaborative Intelligence: Propagating Intentions and Reasoning for Multi-Agent Coordination with Large Language Models Xihe Qiu Haoyu Wang Jue Chen Chao Qu Yujie Xiong Yuan Cheng Yinghui Xu Wei Chu Yuan Qi LLMAG LM&Ro 81 2 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 100 1 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 83 0 0 15 Jul 2024
Detecting Omissions in Geographic Maps through Computer Vision Phuc D. A. Nguyen Anh Do Minh Hoai 68 0 0 15 Jul 2024
Towards Adapting Reinforcement Learning Agents to New Tasks: Insights from Q-Values Ashwin Ramaswamy Ransalu Senanayake 68 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 112 4 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 93 3 0 10 Jul 2024
CrowdTransfer: Enabling Crowd Knowledge Transfer in AIoT Community Yan Liu Bin Guo Nuo Li Yasan Ding Zhouyangzi Zhang Zhiwen Yu 143 1 0 09 Jul 2024
Learning With Generalised Card Representations for "Magic: The Gathering" Timo Bertram Johannes Fürnkranz Martin Müller 81 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 78 0 0 08 Jul 2024
Vision Mamba for Classification of Breast Ultrasound Images Ali Nasiri-Sarvi Mahdi S. Hosseini Hassan Rivaz 75 6 0 04 Jul 2024
Magnetic Hysteresis Modeling with Neural Operators Abhishek Chandra B. Daniels M. Curti K. Tiels E. Lomonova AI4CE 87 3 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 113 13 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 82 7 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 129 1 0 28 Jun 2024
Single Image Estimation of Cell Migration Direction by Deep Circular Regression Lennart Bruns L. Lamparter Milos Galic Xiaoyi Jiang 43 1 0 27 Jun 2024
Learning Modality Knowledge Alignment for Cross-Modality Transfer Wenxuan Ma Shuang Li Lincan Cai Jingxuan Kang 85 2 0 27 Jun 2024
A review of unsupervised learning in astronomy Sotiria Fotopoulou 98 13 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 90 3 0 24 Jun 2024
The Privileged Students: On the Value of Initialization in Multilingual Knowledge Distillation Haryo Akbarianto Wibowo Thamar Solorio Alham Fikri Aji 80 3 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 BDL AAML 147 0 0 21 Jun 2024
Semi Supervised Heterogeneous Domain Adaptation via Disentanglement and Pseudo-Labelling C. Dantas R. Gaetano Dino Ienco 70 0 0 20 Jun 2024
Text Serialization and Their Relationship with the Conventional Paradigms of Tabular Machine Learning Kyoka Ono Simon A. Lee LMTD 77 8 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 94 12 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 77 0 0 19 Jun 2024
Constructing Ancestral Recombination Graphs through Reinforcement Learning Mélanie Raymond Marie-Hélène Descary Cédric Beaulac Fabrice Larribe 45 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 132 5 1 15 Jun 2024
Comparison of fine-tuning strategies for transfer learning in medical image classification Ana Davila Jacinto Colan Yasuhisa Hasegawa 84 24 0 14 Jun 2024
Mixture-of-Skills: Learning to Optimize Data Usage for Fine-Tuning Large Language Models Minghao Wu Thuy-Trang Vu Zhuang Li Gholamreza Haffari 82 6 0 13 Jun 2024
Strategies for Pretraining Neural Operators Anthony Zhou Cooper Lorsung AmirPouya Hemmasian Amir Barati Farimani AI4CE 100 6 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 60 4 0 11 Jun 2024
A Survey on Machine Unlearning: Techniques and New Emerged Privacy Risks Hengzhu Liu Ping Xiong Tianqing Zhu Philip S. Yu 94 9 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 54 0 0 08 Jun 2024