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Dynamic Multimodal Fusion

31 March 2022

Papers citing "Dynamic Multimodal Fusion"

26 / 26 papers shown

Title
A Closer Look at Multimodal Representation Collapse Abhra Chaudhuri Anjan Dutta Tu Bui Serban Georgescu 54 0 0 28 May 2025
TACOcc:Target-Adaptive Cross-Modal Fusion with Volume Rendering for 3D Semantic Occupancy Luyao Lei Shuo Xu Yifan Bai Xing Wei 82 0 0 19 May 2025
Dig2DIG: Dig into Diffusion Information Gains for Image Fusion Bing Cao Baoshuo Cai Changqing Zhang Q. Hu 76 0 0 24 Mar 2025
VLM-E2E: Enhancing End-to-End Autonomous Driving with Multimodal Driver Attention Fusion Pei Liu Haipeng Liu Haichao Liu Xin Liu Jinxin Ni Jun Ma 142 3 0 25 Feb 2025
ADMN: A Layer-Wise Adaptive Multimodal Network for Dynamic Input Noise and Compute Resources Jason Wu Kang Yang Lance M. Kaplan Mani B. Srivastava 81 0 0 11 Feb 2025
Test-Time Dynamic Image Fusion Bing Cao Yinan Xia Yi Ding Changqing Zhang Q. Hu 130 3 0 05 Nov 2024
X-Fi: A Modality-Invariant Foundation Model for Multimodal Human Sensing Xinyan Chen Jianfei Yang 154 3 0 14 Oct 2024
GTP-4o: Modality-prompted Heterogeneous Graph Learning for Omni-modal Biomedical Representation Chenxin Li Xinyu Liu Cheng Wang Yifan Liu Weihao Yu Jing Shao Yixuan Yuan 100 18 0 08 Jul 2024
Completed Feature Disentanglement Learning for Multimodal MRIs Analysis Tianling Liu Hongying Liu Fanhua Shang Lequan Yu Tong Han Liang Wan 131 1 0 06 Jul 2024
MoME: Mixture of Multimodal Experts for Cancer Survival Prediction Conghao Xiong Hao Chen Hao Zheng Dong Wei Yefeng Zheng Joseph J. Y. Sung Irwin King MoE 97 13 0 14 Jun 2024
Predictive Dynamic Fusion Bing Cao Yinan Xia Yi Ding Changqing Zhang Qinghua Hu 83 11 0 07 Jun 2024
Coupled Mamba: Enhanced Multi-modal Fusion with Coupled State Space Model Wenbing Li Hang Zhou Junqing Yu Zikai Song Wei Yang Mamba 106 5 0 28 May 2024
Multimodal Adaptive Inference for Document Image Classification with Anytime Early Exiting Omar Hamed Souhail Bakkali Marie-Francine Moens Matthew Blaschko Jordy Van Landeghem 85 2 0 21 May 2024
Multimodal Fusion on Low-quality Data: A Comprehensive Survey Qingyang Zhang Yake Wei Zongbo Han Huazhu Fu Xi Peng ... Qinghua Hu Cai Xu Jie Wen Di Hu Changqing Zhang 123 32 0 27 Apr 2024
Neuro-Inspired Information-Theoretic Hierarchical Perception for Multimodal Learning Xiongye Xiao Gengshuo Liu Gaurav Gupta De-An Cao Shixuan Li Yaxing Li Tianqing Fang Mingxi Cheng Paul Bogdan 103 9 0 15 Apr 2024
Progressive Alignment with VLM-LLM Feature to Augment Defect Classification for the ASE Dataset Chih-Chung Hsu Chia-Ming Lee Chun-Hung Sun Kuang-Ming Wu 45 0 0 08 Apr 2024
Memory-Inspired Temporal Prompt Interaction for Text-Image Classification Xinyao Yu Hao Sun Ziwei Niu Rui Qin Zhenjia Bai Yen-Wei Chen Lanfen Lin VLM 100 2 0 26 Jan 2024
Optimizing rgb-d semantic segmentation through multi-modal interaction and pooling attention Shuai Zhang Minghong Xie 81 0 0 19 Nov 2023
Advancing Perception in Artificial Intelligence through Principles of Cognitive Science Palaash Agrawal Cheston Tan Heena Rathore 107 1 0 13 Oct 2023
Gated Driver Attention Predictor Tianci Zhao Xue Bai Jianwu Fang Jianru Xue 86 2 0 01 Aug 2023
Deep Equilibrium Multimodal Fusion Jinhong Ni Yalong Bai Wei Zhang Ting Yao Tao Mei 94 1 0 29 Jun 2023
MultiZoo & MultiBench: A Standardized Toolkit for Multimodal Deep Learning Paul Pu Liang Yiwei Lyu Xiang Fan Arav Agarwal Yun Cheng Louis-Philippe Morency Ruslan Salakhutdinov VLM 83 7 0 28 Jun 2023
Modality Influence in Multimodal Machine Learning Abdelhamid Haouhat Slimane Bellaouar A. Nehar H. Cherroun 88 2 0 10 Jun 2023
Ensemble Learning for Fusion of Multiview Vision with Occlusion and Missing Information: Framework and Evaluations with Real-World Data and Applications in Driver Hand Activity Recognition Ross Greer Mohan M. Trivedi 92 8 0 30 Jan 2023
Behavioral Intention Prediction in Driving Scenes: A Survey Jianwu Fang Fan Wang Jianru Xue Tat-Seng Chua 182 51 0 01 Nov 2022
MMRNet: Improving Reliability for Multimodal Object Detection and Segmentation for Bin Picking via Multimodal Redundancy Yuhao Chen Hayden Gunraj E. Z. Zeng Robbie Meyer Maximilian Gilles Alexander Wong 92 1 0 19 Oct 2022