Multi-modal Machine Learning in Engineering Design: A Review and Future
Directions

Multi-modal Machine Learning in Engineering Design: A Review and Future Directions

14 February 2023

Papers citing "Multi-modal Machine Learning in Engineering Design: A Review and Future Directions"

16 / 16 papers shown

Title
Engineering Artificial Intelligence: Framework, Challenges, and Future Direction Jay Lee Hanqi Su Dai-Yan Ji Takanobu Minami AI4CE 46 0 0 03 Apr 2025
NITO: Neural Implicit Fields for Resolution-free Topology Optimization A. Nobari Giorgio Giannone Lyle Regenwetter Faez Ahmed AI4CE 17 3 0 07 Feb 2024
Flow-based GAN for 3D Point Cloud Generation from a Single Image Yao Wei G. Vosselman M. Yang 3DPC 33 5 0 08 Oct 2022
Text2Mesh: Text-Driven Neural Stylization for Meshes O. Michel Roi Bar-On Richard Liu Sagie Benaim Rana Hanocka CLIP AI4CE 175 350 0 06 Dec 2021
Multimodal Fusion with BERT and Attention Mechanism for Fake News Detection Nguyen Manh Duc Tuan Pham Quang Nhat Minh 23 24 0 23 Apr 2021
Diffusion Probabilistic Models for 3D Point Cloud Generation Shitong Luo Wei Hu 3DPC 164 711 0 02 Mar 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 253 4,735 0 24 Feb 2021
DeepTake: Prediction of Driver Takeover Behavior using Multimodal Data Erfan Pakdamanian Shili Sheng Sonia Baee Seongkook Heo Sarit Kraus Lu Feng 52 58 0 31 Dec 2020
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 262 10,183 0 12 Dec 2018
Image Generation from Scene Graphs Justin Johnson Agrim Gupta Li Fei-Fei GNN 208 809 0 04 Apr 2018
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas J. Guibas 3DH 3DPC 3DV PINN 210 13,886 0 02 Dec 2016
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 264 5,290 0 05 Nov 2016
Conditional Image Synthesis With Auxiliary Classifier GANs Augustus Odena C. Olah Jonathon Shlens GAN 224 3,174 0 30 Oct 2016
Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling Jiajun Wu Chengkai Zhang Tianfan Xue Bill Freeman J. Tenenbaum GAN 161 1,926 0 24 Oct 2016
Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual Grounding Akira Fukui Dong Huk Park Daylen Yang Anna Rohrbach Trevor Darrell Marcus Rohrbach 136 1,458 0 06 Jun 2016
Learning Deep Representations of Fine-grained Visual Descriptions Scott E. Reed Zeynep Akata Bernt Schiele Honglak Lee OCL VLM 155 804 0 17 May 2016