Search Results - Shared-encoder decoder

Vision Transformers for Multi-Variable Climate Downscaling: Emulating Regional Climate Models with a Shared Encoder and Multi-Decoder Architecture

Authors: Merizzi, Fabio Loukos, Harilaos

Subject Terms: Machine Learning, FOS: Computer and information sciences, Artificial Intelligence (cs.AI), Artificial Intelligence, Image and Video Processing (eess.IV), FOS: Electrical engineering, electronic engineering, information engineering, Image and Video Processing, Machine Learning (cs.LG)

Access URL: http://arxiv.org/abs/2506.22447

Attention Localness in Shared Encoder-Decoder Model For Text Summarization

Authors: Li Huang Hongmei Wu Qiang Gao et al.

Source: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). :1-5

Deformable Image Registration with Multi-scale Feature Fusion from Shared Encoder, Auxiliary and Pyramid Decoders

Authors: Zhou, Hongchao Hu, Shunbo

Index Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Artificial Intelligence, text

URL: http://arxiv.org/abs/2408.05717

Multilingual Unsupervised NMT using Shared Encoder and Language-Specific Decoders

Authors: Pushpak Bhattacharyya Kamal Kumar Gupta Asif Ekbal et al.

Source: Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics. :3083-3089

Subject Terms: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Access URL: https://www.aclweb.org/anthology/P19-1297.pdf
https://www.aclweb.org/anthology/P19-1297/
https://aclanthology.org/P19-1297/
http://dblp.uni-trier.de/db/conf/acl/acl2019-1.html#SenGEB19
https://dblp.uni-trier.de/db/conf/acl/acl2019-1.html#SenGEB19

Tied Transformers: Neural Machine Translation with Shared Encoder and Decoder

Authors: Yingce Xia Fei Tian Xu Tan et al.

Source: Proceedings of the AAAI Conference on Artificial Intelligence. 33:5466-5473

Subject Terms: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Access URL: https://ojs.aaai.org/index.php/AAAI/article/download/4487/4365
https://www.aaai.org/ojs/index.php/AAAI/article/view/4487
https://wvvw.aaai.org/ojs/index.php/AAAI/article/view/4487
https://dblp.uni-trier.de/db/conf/aaai/aaai2019.html#XiaHTTHQ19
https://ojs.aaai.org/index.php/AAAI/article/download/4487/4365
https://doi.org/10.1609/aaai.v33i01.33015466
https://ojs.aaai.org/index.php/AAAI/article/view/4487

MATSFT: User query-based multilingual abstractive text summarization for low resource Indian languages by fine-tuning mT5

Authors: Siginamsetty Phani Ashu Abdul M. Krishna Siva Prasad et al.

Source: Alexandria Engineering Journal, Vol 127, Iss, Pp 129-142 (2025)

Subject Terms: Multilingual text summarization, Co-attention mechanism, User query-based summarization, Fine-tuning mT5, TA1-2040, Engineering (General). Civil engineering (General), Shared encoder–decoder

Access URL: https://doaj.org/article/5f5bec6e242e417891b146c0d1a6db3e

Pixel-Semantic Revising of Position: One-Stage Object Detector with Shared Encoder-Decoder

Authors: Qian Li Nan Guo Xiaochun Ye et al.

Source: Communications in Computer and Information Science ISBN: 9783030638191

Access URL: https://link.springer.com/chapter/10.1007/978-3-030-63820-7_59
https://dblp.uni-trier.de/db/conf/iconip/iconip2020-4.html#LiGYFT20

Pixel-Semantic Revise of Position Learning A One-Stage Object Detector with A Shared Encoder-Decoder

Authors: Li, Qian Guo, Nan Ye, Xiaochun et al.

Index Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning, Electrical Engineering and Systems Science - Image and Video Processing, text

URL: http://arxiv.org/abs/2001.01057

JOINT MULTITASK LEARNING FOR IMAGE SEGMENTATION AND SALIENT OBJECT DETECTION IN HYPERSPECTRAL IMAGERY

Authors: Chhapariya, Koushikey Emmett J., Ientilucci Benoit, A et al.

Contributors: Chhapariya, Koushikey Emmett J., Ientilucci Benoit, A et al.

Source: Workshop on Hyperspectral Images and Signal Processing (WHISPERS 2024) ; https://hal.science/hal-04787308 ; Workshop on Hyperspectral Images and Signal Processing (WHISPERS 2024), Dec 2024, Helsinki, Finland

Subject Terms: Attention Network, ASPP, Shared-encoder decoder, Salient Object Detection, Image Segmentation, Remote Sensing, Multitask Learning, Hyperspectral Image Classification, [INFO]Computer Science [cs], [SDE]Environmental Sciences, [SDU]Sciences of the Universe [physics]

Subject Geographic: Helsinki, Finland

Availability: https://hal.science/hal-04787308
https://hal.science/hal-04787308v1/document
https://hal.science/hal-04787308v1/file/WHISPERS_2024.pdf

Distributed Video Coding with Shared Encoder/Decoder Complexity

Authors: Clerckx, Tom Munteanu, Adrian Jan, Cornelis et al.

Contributors: Clerckx, Tom Munteanu, Adrian Jan, Cornelis et al.

Source: 2007 IEEE International Conference on Image Processing. :VI-417

Subject Terms: low-complexity coding, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, Wyner-Ziv coding, Distributed Video Coding

Access URL: https://biblio.vub.ac.be/vubir/distributed-video-coding-with-shared-encoderdecoder-complexity(38e93132-21cc-494f-ad77-5812b972427b).html

Shared encoder for natural language understanding processing

UMMFF: Unsupervised Multimodal Multilevel Feature Fusion Network for Hyperspectral Image Super-Resolution

Authors: Zhongmin Jiang Mengyao Chen Wenju Wang

Source: Remote Sensing, Vol 16, Iss 17, p 3282 (2024)

Subject Terms: hyperspectral image super-resolution, multimodal multilevel feature fusion, gate-cross keeping shared encoder, multilevel parallel fusion decoder, prior-knowledge implicit estimation, Science

Relation: https://www.mdpi.com/2072-4292/16/17/3282; https://doaj.org/toc/2072-4292; https://doaj.org/article/f4e2bf355aa444459fbf9da38e176af4

Availability: https://doi.org/10.3390/rs16173282
https://doaj.org/article/f4e2bf355aa444459fbf9da38e176af4

PlutoNet: An Efficient Polyp Segmentation Network with Modified Partial Decoder and Decoder Consistency Training

Authors: Tugberk Erol Duygu Sarikaya

Source: Healthc Technol Lett
Healthcare Technology Letters, Vol 11, Iss 6, Pp 365-373 (2024)

Subject Terms: FOS: Computer and information sciences, Computer Vision and Pattern Recognition (cs.CV), Special Issue: Augmented Environments for Computer‐assisted Interventions (Ae‐cai) 2024, Image and Video Processing (eess.IV), Computer Science - Computer Vision and Pattern Recognition, Electrical Engineering and Systems Science - Image and Video Processing, medical image processing, computer vision, neural nets, 03 medical and health sciences, convolutional neural nets, 0302 clinical medicine, Medical technology, FOS: Electrical engineering, electronic engineering, information engineering, learning (artificial intelligence), R855-855.5, image segmentation

Access URL: https://pubmed.ncbi.nlm.nih.gov/39720760
http://arxiv.org/abs/2204.03652
https://doaj.org/article/2b3719bb00384ad39fb55e86dea2fac0

Improving Brain Tumor Segmentation with a Clinically-Informed Multi-Decoder U-Net

Authors: Abbas Rezk Abdulkhalek Al-Fakih Abdulla Shazly et al.

Source: ISMRM Annual Meeting.

A dual‐decoder banded convolutional attention network for bone segmentation in ultrasound images.

Authors: Liu, Chuanba Wang, Wenshuo Sun, Rui et al.

Source: Medical Physics. Mar2025, Vol. 52 Issue 3, p1556-1572. 17p.

Subject Terms: *COMPUTER-assisted surgery, *IMAGE segmentation, *FEATURE extraction, *COMPUTER performance, *DEEP learning, *ULTRASONIC imaging, *CONVOLUTIONAL neural networks

Computerized Attenuation Correction of Liver SPECT Images Using Extended 3D-pix2pix Model with Bidirectional Learning.

Authors: Ojima, Takaki Nakayama, Ryohei Hizukuri, Akiyoshi et al.

Source: Journal of Signal Processing (1342-6230); Jul2025, Vol. 29 Issue 4, p115-118, 4p

Subject Terms: STANDARD deviations, DATABASES, FEATURE extraction

Lung Opacity Segmentation in Chest CT Images Using Multi-Head and Multi-Channel U-Nets with Partially Supervised Learning.

Authors: Mabu, Shingo Hamada, Takuya Ikebe, Satoru et al.

Source: Applied Sciences (2076-3417); Oct2025, Vol. 15 Issue 19, p10373, 14p

Subject Terms: IMAGE segmentation, COMPUTED tomography, LUNG diseases, COMPUTER-assisted image analysis (Medicine), SUPERVISED learning, PULMONARY fibrosis, DEEP learning

Multilingual machine translation: Deep analysis of language-specific encoder-decoders

Authors: Universitat Politècnica de Catalunya. Departament de Ciències de la Computació Universitat Politècnica de Catalunya. Departament de Teoria del Senyal i Comunicacions Universitat Politècnica de Catalunya. VEU - Grup de Tractament de la Parla et al.

Index Terms: Àrees temàtiques de la UPC::Informàtica::Intel·ligència artificial::Llenguatge natural, Àrees temàtiques de la UPC::Enginyeria de la telecomunicació::Processament del senyal::Processament de la parla i del senyal acústic, Machine translating, Natural language processing (Computer science), Computational linguistics, Computer aided language translation, Decoding, Neural machine translation, Traducció automàtica, Tractament del llenguatge natural (Informàtica), Article

URL: http://hdl.handle.net/2117/368571
https://jair.org/index.php/jair/article/view/12699
https://jair.org/index.php/jair/article/view/12699
info:eu-repo/grantAgreement/EC/H2020/947657/EU/Lifelong UNiversal lAnguage Representation/LUNAR

Decoupling Rainfall and Surface Runoff Effects Based on Spatio-Temporal Spectra of Wireless Channel State Information.

Authors: Li, Hao Long, Yin Zia, Tehseen

Source: Electronics (2079-9292); Oct2025, Vol. 14 Issue 20, p4102, 20p

Subject Terms: SIGNAL processing, RUNOFF, ENVIRONMENTAL monitoring, RAINFALL measurement, FLOOD warning systems, WIRELESS channels, DEEP learning, REMOTE sensing devices

SpeechT5: Unified-Modal Encoder-Decoder Pre-Training for Spoken Language Processing

Authors: Ao, Junyi Wang, Rui Zhou, Long et al.

Index Terms: Electrical Engineering and Systems Science - Audio and Speech Processing, Computer Science - Computation and Language, Computer Science - Machine Learning, Computer Science - Sound, text

URL: http://arxiv.org/abs/2110.07205