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Publication search results
found 79 matches
- 2024
- Cen-You Li, Olaf Duennbier, Marc Toussaint, Barbara Rakitsch, Christoph Zimmer:
Global Safe Sequential Learning via Efficient Knowledge Transfer. CoRR abs/2402.14402 (2024) - Xiaohui Chen, Tie Luo:
Adversarial-Robust Transfer Learning for Medical Imaging via Domain Assimilation. CoRR abs/2402.16005 (2024) - Kangning Cui, Zishan Shao, Gregory Larsen, Victor Paúl Pauca, Sarra M. Alqahtani, David Segurado, João Pinheiro, Manqi Wang, David A. Lutz, Robert J. Plemmons, Miles Silman:
PalmProbNet: A Probabilistic Approach to Understanding Palm Distributions in Ecuadorian Tropical Forest via Transfer Learning. CoRR abs/2403.03161 (2024) - 2023
- Lawrence A. Bull, Domenic Di Francesco, Maharshi Harshadbhai Dhada, Olof Steinert, Tony Lindgren, Ajith Kumar Parlikad, Andrew B. Duncan, Mark Girolami:
Hierarchical Bayesian modeling for knowledge transfer across engineering fleets via multitask learning. Comput. Aided Civ. Infrastructure Eng. 38(7): 821-848 (2023) - Iqra Toheed Chughtai, Asma Naseer, Maria Tamoor, Saara Asif, Mamoona Jabbar, Rabia Shahid:
Content-based image retrieval via transfer learning. J. Intell. Fuzzy Syst. 44(5): 8193-8218 (2023) - Prathmesh Madhu, Angel Villar-Corrales, Ronak Kosti, Torsten Bendschus, Corinna Reinhardt, Peter Bell, Andreas K. Maier, Vincent Christlein:
Enhancing Human Pose Estimation in Ancient Vase Paintings via Perceptually-grounded Style Transfer Learning. ACM Journal on Computing and Cultural Heritage 16(1): 1-17 (2023) - Yuxin Zhang, Fan Tang, Weiming Dong, Haibin Huang, Chongyang Ma, Tong-Yee Lee, Changsheng Xu:
A Unified Arbitrary Style Transfer Framework via Adaptive Contrastive Learning. ACM Trans. Graph. 42(5): 169:1-169:16 (2023) - Lingyun Feng:
Learning to Predict Task Transferability via Soft Prompt. EMNLP 2023: 8829-8844 - Chang Sun, Boyi Duan, Kun Qian, Yongqiang Zhao:
Learning Tactilemotor Policy for Robotic Cable Following via Sim-to-Real Transfer. ICIRA (5) 2023: 63-73 - Yuxin Zhang, Fan Tang, Weiming Dong, Haibin Huang, Chongyang Ma, Tong-Yee Lee, Changsheng Xu:
A Unified Arbitrary Style Transfer Framework via Adaptive Contrastive Learning. CoRR abs/2303.12710 (2023) - Long Liu, Tong Li, Hui Cheng:
Improving Knowledge Distillation Via Transferring Learning Ability. CoRR abs/2304.11923 (2023) - Shukai Du, Samuel N. Stechmann:
Element learning: a systematic approach of accelerating finite element-type methods via machine learning, with applications to radiative transfer. CoRR abs/2308.02467 (2023) - Yulong Yang, Chenhao Lin, Xiang Ji, Qiwei Tian, Qian Li, Hongshan Yang, Zhibo Wang, Chao Shen:
Towards Deep Learning Models Resistant to Transfer-based Adversarial Attacks via Data-centric Robust Learning. CoRR abs/2310.09891 (2023) - 2022
- Jinhyeok Kim, Jongsoo Lee:
Instance-based transfer learning method via modified domain-adversarial neural network with influence function: Applications to design metamodeling and fault diagnosis. Appl. Soft Comput. 123: 108934 (2022) - Sangwoo Ji, Namgyu Park, Dongbin Na, Bin Zhu, Jong Kim:
Defending against attacks tailored to transfer learning via feature distancing. Comput. Vis. Image Underst. 223: 103533 (2022) - Yifei Guan, Ashesh Chattopadhyay, Adam Subel, Pedram Hassanzadeh:
Stable a posteriori LES of 2D turbulence using convolutional neural networks: Backscattering analysis and generalization to higher Re via transfer learning. J. Comput. Phys. 458: 111090 (2022) - Xiaoqing Gu, Zongxuan Shen, Jia Qu, Tongguang Ni:
Cross-domain EEG signal classification via geometric preserving transfer discriminative dictionary learning. Multim. Tools Appl. 81(29): 41733-41750 (2022) - Jieqiong Song, Jun Li, Hao Chen, Jiangjiang Wu:
RSMT: A Remote Sensing Image-to-Map Translation Model via Adversarial Deep Transfer Learning. Remote. Sens. 14(4): 919 (2022) - Yuan Wu, Yuxiao Song, Tianshun Wang, Li Ping Qian, Tony Q. S. Quek:
Non-Orthogonal Multiple Access Assisted Federated Learning via Wireless Power Transfer: A Cost-Efficient Approach. IEEE Trans. Commun. 70(4): 2853-2869 (2022) - Yuan Wu, Yuxiao Song, Tianshun Wang, Minghui Dai, Tony Q. S. Quek:
Simultaneous Wireless Information and Power Transfer Assisted Federated Learning via Nonorthogonal Multiple Access. IEEE Trans. Green Commun. Netw. 6(3): 1846-1861 (2022) - Tongfei Liu, Maoguo Gong, Di Lu, Qingfu Zhang, Hanhong Zheng, Fenlong Jiang, Mingyang Zhang:
Building Change Detection for VHR Remote Sensing Images via Local-Global Pyramid Network and Cross-Task Transfer Learning Strategy. IEEE Trans. Geosci. Remote. Sens. 60: 1-17 (2022) - Yusha Liu, Osvaldo Simeone:
Learning How to Transfer From Uplink to Downlink via Hyper-Recurrent Neural Network for FDD Massive MIMO. IEEE Trans. Wirel. Commun. 21(10): 7975-7989 (2022) - Dominik Fay, Jens Sjölund, Tobias J. Oechtering:
Private Learning Via Knowledge Transfer with High-Dimensional Targets. ICASSP 2022: 3873-3877 - Yalan Ye, Tongjie Pan, Qianhe Meng, Jingjing Li, Li Lu:
Online ECG Emotion Recognition for Unknown Subjects via Hypergraph-Based Transfer Learning. IJCAI 2022: 3666-3672 - Jovan M. Dalhouse, Katunobu Itou:
Cross-Lingual Transfer Learning Approach to Phoneme Error Detection via Latent Phonetic Representation. INTERSPEECH 2022: 3133-3137 - Yi Zhu, Zexun Wang, Hang Liu, Peiying Wang, Mingchao Feng, Meng Chen, Xiaodong He:
Cross-modal Transfer Learning via Multi-grained Alignment for End-to-End Spoken Language Understanding. INTERSPEECH 2022: 1131-1135 - Yuanxin Liu, Fandong Meng, Zheng Lin, Peng Fu, Yanan Cao, Weiping Wang, Jie Zhou:
Learning to Win Lottery Tickets in BERT Transfer via Task-agnostic Mask Training. NAACL-HLT 2022: 5840-5857 - Yuxin Zhang, Fan Tang, Weiming Dong, Haibin Huang, Chongyang Ma, Tong-Yee Lee, Changsheng Xu:
Domain Enhanced Arbitrary Image Style Transfer via Contrastive Learning. SIGGRAPH (Conference Paper Track) 2022: 12:1-12:8 - Sahan Yoruç Selçuk, Onat Dalmaz, Salman Ul Hassan Dar, Tolga Çukur:
Improving Image Synthesis Quality in Multi-Contrast MRI Using Transfer Learning via Autoencoders. SIU 2022: 1-4 - Yuanxin Liu, Fandong Meng, Zheng Lin, Peng Fu, Yanan Cao, Weiping Wang, Jie Zhou:
Learning to Win Lottery Tickets in BERT Transfer via Task-agnostic Mask Training. CoRR abs/2204.11218 (2022)
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