A Comprehensive Survey on Transfer Learning

7 November 2019

Hengshu Zhu

Papers citing "A Comprehensive Survey on Transfer Learning"

50 / 997 papers shown

Title
Portuguese FAQ for Financial Services Paulo Finardi Wanderley M. Melo Edgard D. Medeiros Neto Alex F. Mansano Pablo B. Costa Vinicius Fernandes Caridá 42 0 0 19 Nov 2023
Few-Shot Classification & Segmentation Using Large Language Models Agent Tian Meng Yang Tao Wuliang Yin VLM 41 1 0 19 Nov 2023
Enhancing Transformer-Based Segmentation for Breast Cancer Diagnosis using Auto-Augmentation and Search Optimisation Techniques Leon Hamnett M. Adewunmi M. Abayomi Kayode Raheem Fahad Ahmed ViT 13 1 0 18 Nov 2023
Gradual Source Domain Expansion for Unsupervised Domain Adaptation Thomas Westfechtel Hao-Wei Yeh Dexuan Zhang Tatsuya Harada CLL 49 14 0 16 Nov 2023
Network Wide Evacuation Traffic Prediction in a Rapidly Intensifying Hurricane from Traffic Detectors and Facebook Movement Data: A Deep Learning Approach Md Mobasshir Rashid Rezaur Rahman Samiul Hasan 18 1 0 16 Nov 2023
Language Semantic Graph Guided Data-Efficient Learning Wenxuan Ma Shuang Li Lincan Cai Jingxuan Kang 45 4 0 15 Nov 2023
How to Do Machine Learning with Small Data? -- A Review from an Industrial Perspective I. Kraljevski Yong Chul Ju Dmitrij Ivanov Constanze Tschope M. Wolff AI4CE 30 4 0 13 Nov 2023
Deep Fast Vision: A Python Library for Accelerated Deep Transfer Learning Vision Prototyping Fabi Prezja CLIP 19 1 0 10 Nov 2023
Latent Task-Specific Graph Network Simulators Philipp Dahlinger Niklas Freymuth Michael Volpp Tai Hoang Gerhard Neumann AI4CE 35 0 0 09 Nov 2023
Towards Interpretable Sequence Continuation: Analyzing Shared Circuits in Large Language Models Michael Lan Phillip H. S. Torr Fazl Barez LRM 35 3 0 07 Nov 2023
Risk of Transfer Learning and its Applications in Finance Haoyang Cao Haotian Gu Xin Guo Mathieu Rosenbaum 34 0 0 06 Nov 2023
The Pursuit of Human Labeling: A New Perspective on Unsupervised Learning Artyom Gadetsky Maria Brbić 22 6 0 06 Nov 2023
Online non-parametric likelihood-ratio estimation by Pearson-divergence functional minimization Alejandro de la Concha Nicolas Vayatis Argyris Kalogeratos 24 1 0 03 Nov 2023
Holistic Transfer: Towards Non-Disruptive Fine-Tuning with Partial Target Data Cheng-Hao Tu Hong-You Chen Zheda Mai Shitian Zhao Vardaan Pahuja Tanya Berger-Wolf Song Gao Charles V. Stewart Yu-Chuan Su Wei-Lun Chao CLL 36 4 0 02 Nov 2023
CreoleVal: Multilingual Multitask Benchmarks for Creoles Heather Lent Kushal Tatariya Raj Dabre Yiyi Chen Marcell Richard Fekete ... Miryam de Lhoneux Daniel Hershcovich Michel DeGraff Anders Sogaard Johannes Bjerva SLR 41 9 0 30 Oct 2023
Transductive conformal inference with adaptive scores Ulysse Gazin Gilles Blanchard Étienne Roquain 19 10 0 27 Oct 2023
SPA: A Graph Spectral Alignment Perspective for Domain Adaptation Zhiqing Xiao Haobo Wang Ying Jin Lei Feng Gang Chen Fei Huang Junbo Zhao 34 15 0 26 Oct 2023
Transfer of Reinforcement Learning-Based Controllers from Model- to Hardware-in-the-Loop Mario Picerno Lucas Koch Kevin Badalian Marius Wegener Joschka Schaub C. R. Koch Jakob Andert 17 1 0 25 Oct 2023
Task Grouping for Automated Multi-Task Machine Learning via Task Affinity Prediction Afiya Ayman Ayan Mukhopadhyay Aron Laszka 15 1 0 24 Oct 2023
Knowledge Editing for Large Language Models: A Survey Song Wang Yaochen Zhu Haochen Liu Zaiyi Zheng Chen Chen Wenlin Yao KELM 81 137 0 24 Oct 2023
Transfer learning for day-ahead load forecasting: a case study on European national electricity demand time series Alexandros-Menelaos Tzortzis Sotiris Pelekis Evangelos Spiliotis S. Mouzakitis J. Psarras D. Askounis AI4TS 18 13 0 24 Oct 2023
An effective theory of collective deep learning Lluís Arola-Fernández Lucas Lacasa FedML AI4CE 18 2 0 19 Oct 2023
Quantifying Privacy Risks of Prompts in Visual Prompt Learning Yixin Wu Rui Wen Michael Backes Pascal Berrang Mathias Humbert Yun Shen Yang Zhang AAML VPVLM 32 8 0 18 Oct 2023
Federated Learning with Nonvacuous Generalisation Bounds Pierre Jobic Maxime Haddouche Benjamin Guedj FedML 30 3 0 17 Oct 2023
Sensitivity-Aware Amortized Bayesian Inference Lasse Elsemüller Hans Olischläger Marvin Schmitt Paul-Christian Bürkner Ullrich Kothe Stefan T. Radev 25 7 0 17 Oct 2023
Structural transfer learning of non-Gaussian DAG Mingyang Ren Xin He Junhui Wang CML 19 0 0 16 Oct 2023
Explore the Effect of Data Selection on Poison Efficiency in Backdoor Attacks Ziqiang Li Pengfei Xia Hong Sun Yueqi Zeng Wei Zhang Bin Li AAML 48 10 0 15 Oct 2023
Advancing Perception in Artificial Intelligence through Principles of Cognitive Science Palaash Agrawal Cheston Tan Heena Rathore 54 1 0 13 Oct 2023
A Recent Survey of Heterogeneous Transfer Learning Runxue Bao Yiming Sun Yuhe Gao Jindong Wang Qiang Yang Zhi-Hong Mao Ye Ye 30 4 0 12 Oct 2023
Prompt Backdoors in Visual Prompt Learning Hai Huang Zhengyu Zhao Michael Backes Yun Shen Yang Zhang VLM VPVLM AAML SILM 43 2 0 11 Oct 2023
Model-based Clustering of Individuals' Ecological Momentary Assessment Time-series Data for Improving Forecasting Performance Mandani Ntekouli Gerasimos Spanakis L. Waldorp A. Roefs 21 1 0 11 Oct 2023
Give and Take: Federated Transfer Learning for Industrial IoT Network Intrusion Detection Lochana Telugu Rajesh Tapadhir Das R. Shukla S. Sengupta 14 9 0 11 Oct 2023
No Privacy Left Outside: On the (In-)Security of TEE-Shielded DNN Partition for On-Device ML Ziqi Zhang Chen Gong Yifeng Cai Yuanyuan Yuan Bingyan Liu Ding Li Yao Guo Xiangqun Chen FedML 37 16 0 11 Oct 2023
Efficient Adaptation of Large Vision Transformer via Adapter Re-Composing Wei Dong Dawei Yan Zhijun Lin Peng Wang 27 21 0 10 Oct 2023
Layer-Adapted Implicit Distribution Alignment Networks for Cross-Corpus Speech Emotion Recognition Yan Zhao Yuan Zong Jincen Wang Hailun Lian Cheng Lu Li Zhao Wenming Zheng CVBM 33 3 0 06 Oct 2023
Leveraging Low-Rank and Sparse Recurrent Connectivity for Robust Closed-Loop Control Neehal Tumma Mathias Lechner Noel Loo Ramin Hasani Daniela Rus 38 0 0 05 Oct 2023
Progressive reduced order modeling: empowering data-driven modeling with selective knowledge transfer T. Kadeethum Daniel O’Malley Youngsoo Choi Hari S. Viswanathan Hongkyu Yoon AI4CE 23 1 0 04 Oct 2023
Crossed-IoT device portability of Electromagnetic Side Channel Analysis: Challenges and Dataset T. Yasarathna Lojenaa Navanesan Simon Barque Assanka Sayakkara Nhien-An Le-Khac 28 2 0 04 Oct 2023
A Survey of GPT-3 Family Large Language Models Including ChatGPT and GPT-4 Katikapalli Subramanyam Kalyan LM&MA AI4CE LRM AILaw ELM 43 226 0 04 Oct 2023
ScaleNet: An Unsupervised Representation Learning Method for Limited Information Huili Huang M. M. Roozbahani SSL 32 806 0 03 Oct 2023
City Foundation Models for Learning General Purpose Representations from OpenStreetMap Pasquale Balsebre Weiming Huang Gao Cong Yi Li AI4CE 36 16 0 01 Oct 2023
VideoAdviser: Video Knowledge Distillation for Multimodal Transfer Learning Yanan Wang Donghuo Zeng Shinya Wada Satoshi Kurihara 32 6 0 27 Sep 2023
SINCERE: Supervised Information Noise-Contrastive Estimation REvisited Patrick Feeney M. C. Hughes 36 3 0 25 Sep 2023
Comparative Evaluation of Transfer Learning for Classification of Brain Tumor Using MRI Mohammad Masum Nusrat Badhon S. M. Saiful Nushrat Jahan Islam Badhon M. Syed Naveed Mahmud 15 1 0 24 Sep 2023
The Broad Impact of Feature Imitation: Neural Enhancements Across Financial, Speech, and Physiological Domains Reza Khanmohammadi Tuka Alhanai M. Ghassemi 19 2 0 21 Sep 2023
Empowering Precision Medicine: AI-Driven Schizophrenia Diagnosis via EEG Signals: A Comprehensive Review from 2002-2023 M. Jafari Delaram Sadeghi A. Shoeibi Hamid Alinejad-Rokny Amin Beheshti David López-García Zhaolin Chen U. Acharya Juan M Gorriz 35 21 0 14 Sep 2023
Semi-supervised Domain Adaptation on Graphs with Contrastive Learning and Minimax Entropy Jiaren Xiao Quanyu Dai X. Shen Xiaochen Xie Jing Dai James Lam Ka-Wai Kwok 33 6 0 14 Sep 2023
End-to-end Phase Field Model Discovery Combining Experimentation, Crowdsourcing, Simulation and Learning Md Nasim Anter El-Azab Xinghang Zhang Yexiang Xue 16 0 0 13 Sep 2023
Large Language Models for Difficulty Estimation of Foreign Language Content with Application to Language Learning Michalis Vlachos Mircea Lungu Yash Raj Shrestha Johannes-Rudolf David 30 2 0 10 Sep 2023
Active shooter detection and robust tracking utilizing supplemental synthetic data Joshua R. Waite Jiale Feng Riley Tavassoli Laura M. Harris Sin Yong Tan Subhadeep Chakraborty Soumik Sarkar 26 3 0 06 Sep 2023