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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
Are Synthetic Data Useful for Egocentric Hand-Object Interaction Detection? Rosario Leonardi Antonino Furnari Francesco Ragusa G. Farinella EgoV 85 3 0 05 Dec 2023
Rethinking the Domain Gap in Near-infrared Face Recognition Michail Tarasiou Jiankang Deng Stefanos Zafeiriou 70 1 0 01 Dec 2023
Which Augmentation Should I Use? An Empirical Investigation of Augmentations for Self-Supervised Phonocardiogram Representation Learning Aristotelis Ballas Vasileios Papapanagiotou Christos Diou 66 0 0 01 Dec 2023
Green Edge AI: A Contemporary Survey Yuyi Mao X. Yu Kaibin Huang Ying-Jun Angela Zhang Jun Zhang 129 22 0 01 Dec 2023
Developmental Pretraining (DPT) for Image Classification Networks Niranjan Rajesh Debayan Gupta VLM 41 0 0 01 Dec 2023
Initializing Models with Larger Ones Zhiqiu Xu Yanjie Chen Kirill Vishniakov Yida Yin Zhiqiang Shen Trevor Darrell Lingjie Liu Zhuang Liu 101 21 0 30 Nov 2023
Transfer Learning across Different Chemical Domains: Virtual Screening of Organic Materials with Deep Learning Models Pretrained on Small Molecule and Chemical Reaction Data Chengwei Zhang Yushuang Zhai Ziyang Gong Hongliang Duan Yuan-Bin She Yun-Fang Yang An Su 153 11 0 30 Nov 2023
Perception of Misalignment States for Sky Survey Telescopes with the Digital Twin and the Deep Neural Networks Miao Zhang Peng Jia Zhengyang Li Wennan Xiang Jiameng Lv Rui Sun 35 1 0 30 Nov 2023
Transfer Learning in Robotics: An Upcoming Breakthrough? A Review of Promises and Challenges Noémie Jaquier Michael C. Welle A. Gams Kunpeng Yao Bernardo Fichera A. Billard Aleš Ude Tamim Asfour Danica Kragic 100 14 0 29 Nov 2023
How much data do I need? A case study on medical data Ayse Betul Cengiz A. Mcgough 87 2 0 26 Nov 2023
Efficient Trigger Word Insertion Yueqi Zeng Ziqiang Li Pengfei Xia Lei Liu Bin Li AAML 84 5 0 23 Nov 2023
An annotated grain kernel image database for visual quality inspection Lei Fan Yiwen Ding Dongdong Fan Yong Wu Hongxia Chu Maurice Pagnucco Yang Song 72 2 0 20 Nov 2023
Continual Learning: Applications and the Road Forward Eli Verwimp Rahaf Aljundi Shai Ben-David Matthias Bethge Andrea Cossu ... Joost van de Weijer Bing Liu Vincenzo Lomonaco Tinne Tuytelaars Gido M. van de Ven CLL 116 47 0 20 Nov 2023
Pyramid Diffusion for Fine 3D Large Scene Generation Yuheng Liu Xinke Li Xueting Li Lu Qi Chongshou Li Ming-Hsuan Yang 147 19 0 20 Nov 2023
Portuguese FAQ for Financial Services Paulo Finardi Wanderley M. Melo Edgard D. Medeiros Neto Alex F. Mansano Pablo B. Costa Vinicius Fernandes Caridá 74 0 0 19 Nov 2023
Few-Shot Classification & Segmentation Using Large Language Models Agent Tian Meng Yang Tao Wuliang Yin VLM 110 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 34 1 0 18 Nov 2023
Gradual Source Domain Expansion for Unsupervised Domain Adaptation Thomas Westfechtel Hao-Wei Yeh Dexuan Zhang Tatsuya Harada CLL 83 15 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 54 1 0 16 Nov 2023
Language Semantic Graph Guided Data-Efficient Learning Wenxuan Ma Shuang Li Lincan Cai Jingxuan Kang 105 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 74 4 0 13 Nov 2023
Deep Fast Vision: A Python Library for Accelerated Deep Transfer Learning Vision Prototyping Fabi Prezja CLIP 49 1 0 10 Nov 2023
Latent Task-Specific Graph Network Simulators Philipp Dahlinger Niklas Freymuth Michael Volpp Tai Hoang Gerhard Neumann AI4CE 86 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 68 3 0 07 Nov 2023
Risk of Transfer Learning and its Applications in Finance Haoyang Cao Haotian Gu Xin Guo Mathieu Rosenbaum 79 0 0 06 Nov 2023
The Pursuit of Human Labeling: A New Perspective on Unsupervised Learning Artyom Gadetsky Maria Brbić 75 7 0 06 Nov 2023
Online non-parametric likelihood-ratio estimation by Pearson-divergence functional minimization Alejandro de la Concha Nicolas Vayatis Argyris Kalogeratos 61 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 86 6 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 101 10 0 30 Oct 2023
Transductive conformal inference with adaptive scores Ulysse Gazin Gilles Blanchard Étienne Roquain 87 11 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 134 20 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 51 1 0 25 Oct 2023
Task Grouping for Automated Multi-Task Machine Learning via Task Affinity Prediction Afiya Ayman Ayan Mukhopadhyay Aron Laszka 83 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 176 164 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 66 13 0 24 Oct 2023
An effective theory of collective deep learning Lluís Arola-Fernández Lucas Lacasa FedML AI4CE 42 3 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 115 10 0 18 Oct 2023
Federated Learning with Nonvacuous Generalisation Bounds Pierre Jobic Maxime Haddouche Benjamin Guedj FedML 80 4 0 17 Oct 2023
Sensitivity-Aware Amortized Bayesian Inference Lasse Elsemüller Hans Olischläger Marvin Schmitt Paul-Christian Bürkner Ullrich Kothe Stefan T. Radev 136 9 0 17 Oct 2023
Structural transfer learning of non-Gaussian DAG Mingyang Ren Xin He Junhui Wang CML 47 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 87 10 0 15 Oct 2023
Advancing Perception in Artificial Intelligence through Principles of Cognitive Science Palaash Agrawal Cheston Tan Heena Rathore 105 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 90 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 81 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 68 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 39 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 88 21 0 11 Oct 2023
Efficient Adaptation of Large Vision Transformer via Adapter Re-Composing Wei Dong Dawei Yan Zhijun Lin Peng Wang 85 24 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 60 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 96 1 0 05 Oct 2023