A Comprehensive Survey on Transfer Learning

7 November 2019

Hengshu Zhu

Papers citing "A Comprehensive Survey on Transfer Learning"

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Title
Domain-Adaptive Neural Posterior Estimation for Strong Gravitational Lens Analysis Paxson Swierc Marcos Tamargo-Arizmendi A. Ćiprijanović Brian D. Nord 36 1 0 21 Oct 2024
Multi-Task Dynamic Pricing in Credit Market with Contextual Information Adel Javanmard Jingwei Ji Renyuan Xu 39 1 0 18 Oct 2024
Local transfer learning Gaussian process modeling, with applications to surrogate modeling of expensive computer simulators Xinming Wang Simon Mak John Joshua Miller Jianguo Wu 19 1 0 16 Oct 2024
From Lab to Pocket: A Novel Continual Learning-based Mobile Application for Screening COVID-19 Danny Falero Muhammad Ashad Kabir Nusrat Homaira 23 0 0 16 Oct 2024
Learning to rumble: Automated elephant call classification, detection and endpointing using deep architectures Christiaan M. Geldenhuys Thomas R. Niesler 26 0 0 15 Oct 2024
NAR-*ICP: Neural Execution of Classical ICP-based Pointcloud Registration Algorithms Efimia Panagiotaki D. Martini Lars Kunze Petar Veličković 3DPC 28 0 0 14 Oct 2024
Deep Transfer Learning: Model Framework and Error Analysis Yuling Jiao Huazhen Lin Yuchen Luo Jerry Zhijian Yang 44 1 0 12 Oct 2024
Non-transferable Pruning Ruyi Ding Lili Su A. A. Ding Yunsi Fei AAML 24 2 0 10 Oct 2024
Extracting and Transferring Abilities For Building Multi-lingual Ability-enhanced Large Language Models Zhipeng Chen Liang Song K. Zhou Wayne Xin Zhao Binghui Wang Weipeng Chen Ji-Rong Wen 68 0 0 10 Oct 2024
LLM Embeddings Improve Test-time Adaptation to Tabular $Y\|X$ -Shifts Yibo Zeng Jiashuo Liu H. Lam Hongseok Namkoong LMTD 26 1 0 09 Oct 2024
Parameter Competition Balancing for Model Merging Guodong Du Junlin Lee Jing Li Runhua Jiang Yifei Guo ... Hanting Liu S. Goh Ho-Kin Tang Daojing He Min Zhang MoMe 35 12 0 03 Oct 2024
A Novel Method for Accurate & Real-time Food Classification: The Synergistic Integration of EfficientNetB7, CBAM, Transfer Learning, and Data Augmentation Shayan Rokhva Babak Teimourpour 28 1 0 03 Oct 2024
In-Context Transfer Learning: Demonstration Synthesis by Transferring Similar Tasks Dingzirui Wang Xuanliang Zhang Qiguang Chen Longxu Dou Xiao Xu ... Qingfu Zhu Wanxiang Che Binhua Li Fei Huang Yongbin Li 28 0 0 02 Oct 2024
Effective Tuning Strategies for Generalist Robot Manipulation Policies Wenbo Zhang Yang Li Yanyuan Qiao Siyuan Huang Jiajun Liu Feras Dayoub Xiao Ma Lingqiao Liu 21 0 0 02 Oct 2024
Scalable Multi-Task Transfer Learning for Molecular Property Prediction Chanhui Lee Dae-Woong Jeong Sung Moon Ko Sumin Lee Hyunseung Kim Soorin Yim Sehui Han Sungwoong Kim Sungbin Lim 23 0 0 01 Oct 2024
Model Selection with a Shapelet-based Distance Measure for Multi-source Transfer Learning in Time Series Classification Jiseok Lee Brian Kenji Iwana AI4TS 26 0 0 30 Sep 2024
Exploiting Adjacent Similarity in Multi-Armed Bandit Tasks via Transfer of Reward Samples NR Rahul Vaibhav Katewa 35 0 0 30 Sep 2024
OmniXAS: A Universal Deep-Learning Framework for Materials X-ray Absorption Spectra Shubha R. Kharel Fanchen Meng Xiaohui Qu Matthew R. Carbone Deyu Lu 34 0 0 29 Sep 2024
Towards Diverse Device Heterogeneous Federated Learning via Task Arithmetic Knowledge Integration Mahdi Morafah Vyacheslav Kungurtsev Hojin Chang Cheng Chen Bill Lin FedML 39 0 0 27 Sep 2024
Scalable quantum dynamics compilation via quantum machine learning Yuxuan Zhang R. Wiersema Juan Carrasquilla Lukasz Cincio Yong Baek Kim 34 2 0 24 Sep 2024
Location based Probabilistic Load Forecasting of EV Charging Sites: Deep Transfer Learning with Multi-Quantile Temporal Convolutional Network Mohammad Wazed Ali Asif bin Mustafa Md. Aukerul Moin Shuvo Bernhard Sick 15 0 0 18 Sep 2024
Prompt-and-Transfer: Dynamic Class-aware Enhancement for Few-shot Segmentation Hanbo Bi Yingchao Feng Wenhui Diao Peijin Wang Yongqiang Mao Kun Fu Hongqi Wang Xian Sun VLM 34 3 0 16 Sep 2024
TransForce: Transferable Force Prediction for Vision-based Tactile Sensors with Sequential Image Translation Zhuo Chen Ni Ou Xuyang Zhang Shan Luo 41 1 0 15 Sep 2024
Towards certifiable AI in aviation: landscape, challenges, and opportunities Hymalai Bello Daniel Geißler L. Ray Stefan Muller-Divéky Peter Muller Shannon Kittrell Mengxi Liu Bo Zhou Paul Lukowicz 27 1 0 13 Sep 2024
Transfer Learning Applied to Computer Vision Problems: Survey on Current Progress, Limitations, and Opportunities Aaryan Panda Damodar Panigrahi Shaswata Mitra Sudip Mittal Shahram Rahimi 28 0 0 12 Sep 2024
A Scalable Algorithm for Active Learning Youguang Chen Zheyu Wen George Biros 27 0 0 11 Sep 2024
EntAugment: Entropy-Driven Adaptive Data Augmentation Framework for Image Classification Suorong Yang Furao Shen Jian Zhao AAML 31 1 0 10 Sep 2024
A Comprehensive Survey on Evidential Deep Learning and Its Applications Junyu Gao Mengyuan Chen Liangyu Xiang Changsheng Xu EDL BDL UQCV 42 5 0 07 Sep 2024
Contrastive Learning-based User Identification with Limited Data on Smart Textiles Yunkang Zhang Ziyu Wu Zhen Liang Fangting Xie Quan Wan Mingjie Zhao Xiaohui Cai 36 0 0 06 Sep 2024
WarpAdam: A new Adam optimizer based on Meta-Learning approach Chengxi Pan Junshang Chen Jingrui Ye ODL 31 0 0 06 Sep 2024
Deep Clustering of Remote Sensing Scenes through Heterogeneous Transfer Learning Isaac Ray Alexei Skurikhin 124 0 0 05 Sep 2024
Estimating Dynamic Flow Features in Groups of Tracked Objects Tanner D. Harms Steven L. Brunton B. McKeon 37 0 0 29 Aug 2024
Auxiliary Input in Training: Incorporating Catheter Features into Deep Learning Models for ECG-Free Dynamic Coronary Roadmapping Yikang Liu Lin Zhao Eric Z. Chen Xiao Chen Terrence Chen Shanhui Sun MedIm 41 0 0 28 Aug 2024
TeFF: Tracking-enhanced Forgetting-free Few-shot 3D LiDAR Semantic Segmentation Junbao Zhou Jilin Mei Pengze Wu Liang Chen Fangzhou Zhao Xijun Zhao Yu Hu 3DPC 41 0 0 28 Aug 2024
Brain-inspired Artificial Intelligence: A Comprehensive Review Jing Ren Feng Xia AI4CE 32 3 0 27 Aug 2024
Large Language Models are Good Attackers: Efficient and Stealthy Textual Backdoor Attacks Ziqiang Li Yueqi Zeng Pengfei Xia Lei Liu Zhangjie Fu Bin Li SILM AAML 52 2 0 21 Aug 2024
Approximate Estimation of High-dimension Execution Skill for Dynamic Agents in Continuous Domains Delma Nieves-Rivera Christopher Archibald 21 0 0 20 Aug 2024
The Evolution of Reinforcement Learning in Quantitative Finance: A Survey Nikolaos Pippas Cagatay Turkay Elliot A. Ludvig AIFin 89 3 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 19 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 46 12 0 19 Aug 2024
Inverse design with conditional cascaded diffusion models Milad Habibi M. Fuge DiffM 36 0 0 16 Aug 2024
The Data Addition Dilemma Judy Hanwen Shen Inioluwa Deborah Raji Irene Y. Chen 37 5 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 18 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 29 0 0 06 Aug 2024
Cross-Modality Clustering-based Self-Labeling for Multimodal Data Classification P. Zyblewski Leandro L. Minku 19 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 42 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 28 0 0 01 Aug 2024
Shape-restricted transfer learning analysis for generalized linear regression model Stefan Langer Tao Yu Andreas Nürnberger Jing Qin 38 0 0 31 Jul 2024
Seamless Website Fingerprinting in Multiple Environments Chuxu Song Zining Fan Hao Wang Richard Martin 32 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 24 2 1 25 Jul 2024