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A Comprehensive Survey on Transfer Learning
v1v2v3 (latest)

A Comprehensive Survey on Transfer Learning

7 November 2019
Fuzhen Zhuang
Zhiyuan Qi
Keyu Duan
Dongbo Xi
Yongchun Zhu
Hengshu Zhu
Hui Xiong
Qing He
ArXiv (abs)PDFHTML

Papers citing "A Comprehensive Survey on Transfer Learning"

50 / 1,013 papers shown
Title
PSELDNets: Pre-trained Neural Networks on a Large-scale Synthetic Dataset for Sound Event Localization and Detection
PSELDNets: Pre-trained Neural Networks on a Large-scale Synthetic Dataset for Sound Event Localization and Detection
Jinbo Hu
Yin Cao
Ming Wu
Fang Kang
Feiran Yang
Wenwu Wang
Mark D. Plumbley
J. Yang
72
1
0
10 Nov 2024
Improving DNN Modularization via Activation-Driven Training
Improving DNN Modularization via Activation-Driven Training
Tuan Ngo
Abid Hassan
Saad Shafiq
Nenad Medvidovic
MoMe
79
0
0
01 Nov 2024
Raspberry PhenoSet: A Phenology-based Dataset for Automated Growth
  Detection and Yield Estimation
Raspberry PhenoSet: A Phenology-based Dataset for Automated Growth Detection and Yield Estimation
Parham Jafary
Anna Bazangeya
Michelle Pham
Lesley G. Campbell
Sajad Saeedi
Kourosh Zareinia
Habiba Bougherara
64
0
0
01 Nov 2024
$α$-TCVAE: On the relationship between Disentanglement and
  Diversity
ααα-TCVAE: On the relationship between Disentanglement and Diversity
Cristian Meo
Louis Mahon
Anirudh Goyal
Justin Dauwels
DRL
159
8
0
01 Nov 2024
MoD: A Distribution-Based Approach for Merging Large Language Models
MoD: A Distribution-Based Approach for Merging Large Language Models
Quy-Anh Dang
Chris Ngo
MoMeVLM
77
0
0
01 Nov 2024
Efficient Adaptation of Pre-trained Vision Transformer via Householder
  Transformation
Efficient Adaptation of Pre-trained Vision Transformer via Householder Transformation
Wei Dong
Yuan Sun
Yiting Yang
Xing Zhang
Zhijun Lin
Qingsen Yan
Han Zhang
Peng Wang
Yang Yang
Hengtao Shen
96
1
0
30 Oct 2024
Leveraging Auxiliary Task Relevance for Enhanced Industrial Fault
  Diagnosis through Curriculum Meta-learning
Leveraging Auxiliary Task Relevance for Enhanced Industrial Fault Diagnosis through Curriculum Meta-learning
Jinze Wang
Tiehua Zhang
Boon Xian Chai
Adriano Di Pietro
Dimitrios Georgakopoulos
Jiong Jin
44
1
0
27 Oct 2024
A Survey of Deep Graph Learning under Distribution Shifts: from Graph Out-of-Distribution Generalization to Adaptation
A Survey of Deep Graph Learning under Distribution Shifts: from Graph Out-of-Distribution Generalization to Adaptation
Kexin Zhang
Shuhan Liu
Song Wang
Weili Shi
Chen Chen
Pan Li
Sheng Li
Jundong Li
Kaize Ding
OOD
170
5
0
25 Oct 2024
Medical Imaging Complexity and its Effects on GAN Performance
Medical Imaging Complexity and its Effects on GAN Performance
William Cagas
Chan Ko
Blake Hsiao
Shryuk Grandhi
Rishi Bhattacharya
Kevin Zhu
Michael Lam
MedIm
78
1
0
23 Oct 2024
Hierarchical Multi-agent Reinforcement Learning for Cyber Network
  Defense
Hierarchical Multi-agent Reinforcement Learning for Cyber Network Defense
Aditya Vikram Singh
Ethan Rathbun
Emma Graham
Lisa Oakley
Simona Boboila
Alina Oprea
Peter Chin
AAML
64
4
0
22 Oct 2024
Safe Load Balancing in Software-Defined-Networking
Safe Load Balancing in Software-Defined-Networking
L. Dinh
Pham Tran Anh Quang
Jérémie Leguay
71
0
0
22 Oct 2024
Enhancing Two-Player Performance Through Single-Player Knowledge
  Transfer: An Empirical Study on Atari 2600 Games
Enhancing Two-Player Performance Through Single-Player Knowledge Transfer: An Empirical Study on Atari 2600 Games
Kimiya Saadat
Richard Zhao
76
0
0
22 Oct 2024
Unsupervised Replay Strategies for Continual Learning with Limited Data
Unsupervised Replay Strategies for Continual Learning with Limited Data
Anthony Bazhenov
Pahan Dewasurendra
G. Krishnan
Jean Erik Delanois
CLL
53
0
0
21 Oct 2024
Domain-Adaptive Neural Posterior Estimation for Strong Gravitational
  Lens Analysis
Domain-Adaptive Neural Posterior Estimation for Strong Gravitational Lens Analysis
Paxson Swierc
Marcos Tamargo-Arizmendi
A. Ćiprijanović
Brian D. Nord
79
3
0
21 Oct 2024
Multi-Task Dynamic Pricing in Credit Market with Contextual Information
Multi-Task Dynamic Pricing in Credit Market with Contextual Information
Adel Javanmard
Jingwei Ji
Renyuan Xu
108
1
0
18 Oct 2024
From Lab to Pocket: A Novel Continual Learning-based Mobile Application
  for Screening COVID-19
From Lab to Pocket: A Novel Continual Learning-based Mobile Application for Screening COVID-19
Danny Falero
Muhammad Ashad Kabir
Nusrat Homaira
90
0
0
16 Oct 2024
Local transfer learning Gaussian process modeling, with applications to surrogate modeling of expensive computer simulators
Local transfer learning Gaussian process modeling, with applications to surrogate modeling of expensive computer simulators
Xinming Wang
Simon Mak
John Joshua Miller
Jianguo Wu
66
1
0
16 Oct 2024
Learning to rumble: Automated elephant call classification, detection
  and endpointing using deep architectures
Learning to rumble: Automated elephant call classification, detection and endpointing using deep architectures
Christiaan M. Geldenhuys
Thomas R. Niesler
36
0
0
15 Oct 2024
NAR-*ICP: Neural Execution of Classical ICP-based Pointcloud
  Registration Algorithms
NAR-*ICP: Neural Execution of Classical ICP-based Pointcloud Registration Algorithms
Efimia Panagiotaki
D. Martini
Lars Kunze
Petar Veličković
3DPC
81
0
0
14 Oct 2024
Deep Transfer Learning: Model Framework and Error Analysis
Deep Transfer Learning: Model Framework and Error Analysis
Yuling Jiao
Huazhen Lin
Yuchen Luo
Jerry Zhijian Yang
139
1
0
12 Oct 2024
Non-transferable Pruning
Non-transferable Pruning
Ruyi Ding
Lili Su
A. A. Ding
Yunsi Fei
AAML
76
2
0
10 Oct 2024
Extracting and Transferring Abilities For Building Multi-lingual Ability-enhanced Large Language Models
Extracting and Transferring Abilities For Building Multi-lingual Ability-enhanced Large Language Models
Zhipeng Chen
Liang Song
K. Zhou
Wayne Xin Zhao
Binghai Wang
Weipeng Chen
Ji-Rong Wen
151
0
0
10 Oct 2024
LLM Embeddings Improve Test-time Adaptation to Tabular $Y|X$-Shifts
LLM Embeddings Improve Test-time Adaptation to Tabular Y∣XY|XY∣X-Shifts
Yibo Zeng
Jiashuo Liu
Henry Lam
Hongseok Namkoong
LMTD
104
2
0
09 Oct 2024
Parameter Competition Balancing for Model Merging
Parameter Competition Balancing for Model Merging
Guodong DU
Junlin Lee
Jing Li
Runhua Jiang
Yifei Guo
...
Hanting Liu
Sim Kuan Goh
Jing Li
Daojing He
Min Zhang
MoMe
102
24
0
03 Oct 2024
A Novel Method for Accurate & Real-time Food Classification: The
  Synergistic Integration of EfficientNetB7, CBAM, Transfer Learning, and Data
  Augmentation
A Novel Method for Accurate & Real-time Food Classification: The Synergistic Integration of EfficientNetB7, CBAM, Transfer Learning, and Data Augmentation
Shayan Rokhva
Babak Teimourpour
68
1
0
03 Oct 2024
In-Context Transfer Learning: Demonstration Synthesis by Transferring
  Similar Tasks
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
89
1
0
02 Oct 2024
Effective Tuning Strategies for Generalist Robot Manipulation Policies
Effective Tuning Strategies for Generalist Robot Manipulation Policies
Wenbo Zhang
Yang Li
Yanyuan Qiao
Siyuan Huang
Jiajun Liu
Feras Dayoub
Xiao Ma
Lingqiao Liu
79
0
0
02 Oct 2024
Scalable Multi-Task Transfer Learning for Molecular Property Prediction
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
56
1
0
01 Oct 2024
Model Selection with a Shapelet-based Distance Measure for Multi-source
  Transfer Learning in Time Series Classification
Model Selection with a Shapelet-based Distance Measure for Multi-source Transfer Learning in Time Series Classification
Jiseok Lee
Brian Kenji Iwana
AI4TS
80
0
0
30 Sep 2024
Exploiting Adjacent Similarity in Multi-Armed Bandit Tasks via Transfer of Reward Samples
Exploiting Adjacent Similarity in Multi-Armed Bandit Tasks via Transfer of Reward Samples
NR Rahul
Vaibhav Katewa
111
0
0
30 Sep 2024
OmniXAS: A Universal Deep-Learning Framework for Materials X-ray Absorption Spectra
OmniXAS: A Universal Deep-Learning Framework for Materials X-ray Absorption Spectra
Shubha R. Kharel
Fanchen Meng
Xiaohui Qu
Matthew R. Carbone
Deyu Lu
98
0
0
29 Sep 2024
Towards Diverse Device Heterogeneous Federated Learning via Task
  Arithmetic Knowledge Integration
Towards Diverse Device Heterogeneous Federated Learning via Task Arithmetic Knowledge Integration
Mahdi Morafah
Vyacheslav Kungurtsev
Hojin Chang
Chong Chen
Bill Lin
FedML
71
1
0
27 Sep 2024
Scalable quantum dynamics compilation via quantum machine learning
Scalable quantum dynamics compilation via quantum machine learning
Yuxuan Zhang
R. Wiersema
Juan Carrasquilla
Lukasz Cincio
Yong Baek Kim
65
3
0
24 Sep 2024
Lessons and Insights from a Unifying Study of Parameter-Efficient Fine-Tuning (PEFT) in Visual Recognition
Lessons and Insights from a Unifying Study of Parameter-Efficient Fine-Tuning (PEFT) in Visual Recognition
Zheda Mai
Ping Zhang
Cheng-Hao Tu
Hong-You Chen
Li Zhang
Wei-Lun Chao
78
1
0
24 Sep 2024
Location based Probabilistic Load Forecasting of EV Charging Sites: Deep
  Transfer Learning with Multi-Quantile Temporal Convolutional Network
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
54
0
0
18 Sep 2024
Prompt-and-Transfer: Dynamic Class-aware Enhancement for Few-shot
  Segmentation
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
88
6
0
16 Sep 2024
TransForce: Transferable Force Prediction for Vision-based Tactile Sensors with Sequential Image Translation
TransForce: Transferable Force Prediction for Vision-based Tactile Sensors with Sequential Image Translation
Zhuo Chen
Ni Ou
Xuyang Zhang
Shan Luo
120
1
0
15 Sep 2024
Towards certifiable AI in aviation: landscape, challenges, and
  opportunities
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
85
1
0
13 Sep 2024
Transfer Learning Applied to Computer Vision Problems: Survey on Current
  Progress, Limitations, and Opportunities
Transfer Learning Applied to Computer Vision Problems: Survey on Current Progress, Limitations, and Opportunities
Aaryan Panda
Damodar Panigrahi
Shaswata Mitra
Sudip Mittal
Shahram Rahimi
55
0
0
12 Sep 2024
A Scalable Algorithm for Active Learning
A Scalable Algorithm for Active Learning
Youguang Chen
Zheyu Wen
George Biros
48
0
0
11 Sep 2024
EntAugment: Entropy-Driven Adaptive Data Augmentation Framework for
  Image Classification
EntAugment: Entropy-Driven Adaptive Data Augmentation Framework for Image Classification
Suorong Yang
Furao Shen
Jian Zhao
AAML
74
4
0
10 Sep 2024
A Comprehensive Survey on Evidential Deep Learning and Its Applications
A Comprehensive Survey on Evidential Deep Learning and Its Applications
Junyu Gao
Mengyuan Chen
Liangyu Xiang
Changsheng Xu
EDLBDLUQCV
147
6
0
07 Sep 2024
Contrastive Learning-based User Identification with Limited Data on
  Smart Textiles
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
87
1
0
06 Sep 2024
WarpAdam: A new Adam optimizer based on Meta-Learning approach
WarpAdam: A new Adam optimizer based on Meta-Learning approach
Chengxi Pan
Junshang Chen
Jingrui Ye
ODL
79
0
0
06 Sep 2024
Deep Clustering of Remote Sensing Scenes through Heterogeneous Transfer
  Learning
Deep Clustering of Remote Sensing Scenes through Heterogeneous Transfer Learning
Isaac Ray
Alexei Skurikhin
204
0
0
05 Sep 2024
Estimating Dynamic Flow Features in Groups of Tracked Objects
Estimating Dynamic Flow Features in Groups of Tracked Objects
Tanner D. Harms
Steven L. Brunton
B. McKeon
88
0
0
29 Aug 2024
Auxiliary Input in Training: Incorporating Catheter Features into Deep
  Learning Models for ECG-Free Dynamic Coronary Roadmapping
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
96
0
0
28 Aug 2024
TeFF: Tracking-enhanced Forgetting-free Few-shot 3D LiDAR Semantic
  Segmentation
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
81
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28 Aug 2024
Brain-inspired Artificial Intelligence: A Comprehensive Review
Brain-inspired Artificial Intelligence: A Comprehensive Review
Jing Ren
Xiwei Xu
AI4CE
133
4
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27 Aug 2024
Large Language Models are Good Attackers: Efficient and Stealthy Textual
  Backdoor Attacks
Large Language Models are Good Attackers: Efficient and Stealthy Textual Backdoor Attacks
Ziqiang Li
Yueqi Zeng
Pengfei Xia
Lei Liu
Zhangjie Fu
Bin Li
SILMAAML
97
3
0
21 Aug 2024
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