Gated Fusion

Gated Fusion is a feature-level fusion method that selectively integrates multimodal features through learnable gating mechanisms to dynamically weight the contribution of each modality based on contextual relevance.

Publications

3.7K

Citations

280

Authors

102

Institutions

Publications per year

2017–2026

Parents

Feature-level Fusion

Publications

Cross-Modal Self-Attention Network for Referring Image Segmentation

Linwei Ye, Mrigank Rochan, Zhi Liu et al. · 2019 · 512 citations

Computing, Computer Science, Computer Vision +11

RPVNet: A Deep and Efficient Range-Point-Voxel Fusion Network for LiDAR Point Cloud Segmentation

Jianyun Xu, Ruixiang Zhang, Jian Dou et al. · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 313 citations

Computing, Computer Science, Computational Geometry +16

Locality-Sensitive Deconvolution Networks with Gated Fusion for RGB-D Indoor Semantic Segmentation

Yanhua Cheng, Rui Cai, Zhiwei Li et al. · 2017 · 245 citations

Computing, Computer Science, Computer Vision +14

CMGFNet: A deep cross-modal gated fusion network for building extraction from very high-resolution remote sensing images

Hamidreza Hosseinpour, Farhad Samadzadegan, Farzaneh Dadrass Javan · ISPRS Journal of Photogrammetry and Remote Sensing · 2021 · 199 citations · Full text

Computing, Computer Science, Geoinformatics +16

Controllable Video Captioning With POS Sequence Guidance Based on Gated Fusion Network

Bairui Wang, Lin Ma, Wei Zhang et al. · 2019 · 193 citations

Computing, Computer Science, Computational Linguistics +11

1–5 of 67

Authors

280

SH
Sheng Hu
Air Force Medical University, China
3 publications · 91 citations
3
h-index
YM
Yuqing Ma
Beihang University, China
3 publications · 91 citations
3
h-index
YW
Yanlu Wei
Beihang University, China
3 publications · 91 citations
3
h-index
SB
Shihao Bai
Beihang University, China
3 publications · 91 citations
3
h-index
JW
Jingwen Wang
China Jiliang University, China
2 publications · 216 citations
2
h-index

1–5 of 280

Institutions

102

1–8 of 102

Venues

arXiv (Cornell University)
Repository · 7 publications · 184 citations
7
h-index
Proceedings of the AAAI Conference on Artificial Intelligence
Conference · 5 publications · 371 citations
6
h-index
International Journal of Applied Earth Observation and Geoinformation
JAG · 3 publications · 147 citations
3
h-index
IEEE Transactions on Circuits and Systems for Video Technology
2 publications · 46 citations
2
h-index
IEEE Transactions on Intelligent Transportation Systems
2 publications · 61 citations
2
h-index

1–5