MFAS: Multimodal Fusion Architecture Search

15 March 2019

Juan-Manuel Perez-Rua

Papers citing "MFAS: Multimodal Fusion Architecture Search"

37 / 37 papers shown

Title
What to align in multimodal contrastive learning? Benoit Dufumier J. Castillo-Navarro D. Tuia Jean-Philippe Thiran 29 3 0 11 Sep 2024
Automatic Fused Multimodal Deep Learning for Plant Identification Alfreds Lapkovskis Natalia Nefedova Ali Beikmohammadi 52 0 0 03 Jun 2024
Guided Masked Self-Distillation Modeling for Distributed Multimedia Sensor Event Analysis Masahiro Yasuda Noboru Harada Yasunori Ohishi Shoichiro Saito Akira Nakayama Nobutaka Ono 36 3 0 12 Apr 2024
Credibility-Aware Multi-Modal Fusion Using Probabilistic Circuits Sahil Sidheekh Pranuthi Tenali Saurabh Mathur Erik Blasch Kristian Kersting S. Natarajan 34 1 0 05 Mar 2024
Modality-Collaborative Transformer with Hybrid Feature Reconstruction for Robust Emotion Recognition Chengxin Chen Pengyuan Zhang 38 5 0 26 Dec 2023
Modality Mixer Exploiting Complementary Information for Multi-modal Action Recognition Sumin Lee Sangmin Woo Muhammad Adi Nugroho Changick Kim 30 0 0 21 Nov 2023
DM $^2$ S $^2$ : Deep Multi-Modal Sequence Sets with Hierarchical Modality Attention Shunsuke Kitada Yuki Iwazaki Riku Togashi Hitoshi Iyatomi 21 1 0 07 Sep 2022
Progressive Fusion for Multimodal Integration Shiv Shankar Laure Thompson M. Fiterau 31 3 0 01 Sep 2022
Divert More Attention to Vision-Language Tracking Mingzhe Guo Zhipeng Zhang Heng Fan Li Jing 29 53 0 03 Jul 2022
Slimmable Domain Adaptation Rang Meng Weijie Chen Shicai Yang Mingli Song Luojun Lin Di Xie Shiliang Pu Xinchao Wang Mingli Song Yueting Zhuang 29 12 0 14 Jun 2022
Detection of Propaganda Techniques in Visuo-Lingual Metaphor in Memes Sunil Gundapu R. Mamidi 20 2 0 03 May 2022
Trusted Multi-View Classification with Dynamic Evidential Fusion Zongbo Han Changqing Zhang Huazhu Fu Qiufeng Wang EDL 28 219 0 25 Apr 2022
Pyramidal Attention for Saliency Detection Tanveer Hussain A. Anwar Saeed Anwar L. Petersson Sungyong Baik 36 18 0 14 Apr 2022
Are Multimodal Transformers Robust to Missing Modality? Mengmeng Ma Jian Ren Long Zhao Davide Testuggine Xi Peng ViT 26 148 0 12 Apr 2022
Training-Free Robust Multimodal Learning via Sample-Wise Jacobian Regularization Zhengqi Gao Sucheng Ren Zihui Xue Siting Li Hang Zhao 24 3 0 05 Apr 2022
A Comprehensive Survey on Automated Machine Learning for Recommendations Bo Chen Xiangyu Zhao Yejing Wang Wenqi Fan Huifeng Guo Ruiming Tang AI4TS 26 6 0 04 Apr 2022
Dynamic Multimodal Fusion Zihui Xue R. Marculescu 39 48 0 31 Mar 2022
DC and SA: Robust and Efficient Hyperparameter Optimization of Multi-subnetwork Deep Learning Models A. Treacher A. Montillo 19 0 0 24 Feb 2022
Skeleton Sequence and RGB Frame Based Multi-Modality Feature Fusion Network for Action Recognition Xiaoguang Zhu Ye Zhu Haoyu Wang Honglin Wen Yan Yan Peilin Liu 27 25 0 23 Feb 2022
Multi-view and Multi-modal Event Detection Utilizing Transformer-based Multi-sensor fusion Masahiro Yasuda Yasunori Ohishi Shoichiro Saito N. Harada 38 13 0 18 Feb 2022
An Approach for Combining Multimodal Fusion and Neural Architecture Search Applied to Knowledge Tracing Xinyi Ding Tao Han Yili Fang Eric C. Larson 45 6 0 08 Nov 2021
MultiBench: Multiscale Benchmarks for Multimodal Representation Learning Paul Pu Liang Yiwei Lyu Xiang Fan Zetian Wu Yun Cheng ... Peter Wu Michelle A. Lee Yuke Zhu Ruslan Salakhutdinov Louis-Philippe Morency VLM 32 159 0 15 Jul 2021
VPN++: Rethinking Video-Pose embeddings for understanding Activities of Daily Living Srijan Das Rui Dai Di Yang F. Brémond ViT 43 66 0 17 May 2021
A Review on Explainability in Multimodal Deep Neural Nets Gargi Joshi Rahee Walambe K. Kotecha 29 139 0 17 May 2021
AdaMML: Adaptive Multi-Modal Learning for Efficient Video Recognition Yikang Shen Chun-Fu Chen Quanfu Fan Ximeng Sun Kate Saenko A. Oliva Rogerio Feris 33 47 0 11 May 2021
"Subverting the Jewtocracy": Online Antisemitism Detection Using Multimodal Deep Learning Mohit Chandra D. Pailla Himanshu Bhatia AadilMehdi J. Sanchawala Manish Gupta Manish Shrivastava Ponnurangam Kumaraguru 16 38 0 13 Apr 2021
Towards a Collective Agenda on AI for Earth Science Data Analysis D. Tuia R. Roscher Jan Dirk Wegner Nathan Jacobs Xiaoxiang Zhu Gustau Camps-Valls AI4CE 39 68 0 11 Apr 2021
Software/Hardware Co-design for Multi-modal Multi-task Learning in Autonomous Systems Cong Hao Deming Chen 13 20 0 08 Apr 2021
Neural Feature Search for RGB-Infrared Person Re-Identification Yehansen Chen Lin Wan Zhihang Li Qianyan Jing Zongyuan Sun 44 138 0 06 Apr 2021
MUFASA: Multimodal Fusion Architecture Search for Electronic Health Records Zhen Xu David R. So Andrew M. Dai Mamba 58 51 0 03 Feb 2021
HAMLET: A Hierarchical Multimodal Attention-based Human Activity Recognition Algorithm Md. Mofijul Islam Tariq Iqbal 22 80 0 03 Aug 2020
MTL-NAS: Task-Agnostic Neural Architecture Search towards General-Purpose Multi-Task Learning Yuan Gao Haoping Bai Zequn Jie Jiayi Ma Kui Jia Wei Liu 14 94 0 31 Mar 2020
Deep Multi-Modal Sets A. Reiter Menglin Jia Pu Yang Ser-Nam Lim BDL 25 4 0 03 Mar 2020
MMTM: Multimodal Transfer Module for CNN Fusion Hamid Reza Vaezi Joze Amirreza Shaban Michael L. Iuzzolino K. Koishida 18 277 0 20 Nov 2019
Supervised Multimodal Bitransformers for Classifying Images and Text Douwe Kiela Suvrat Bhooshan Hamed Firooz Ethan Perez Davide Testuggine 59 241 0 06 Sep 2019
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 271 5,327 0 05 Nov 2016
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,746 0 26 Sep 2016