Towards Good Practices for Missing Modality Robust Action Recognition

25 November 2022

Papers citing "Towards Good Practices for Missing Modality Robust Action Recognition"

27 / 27 papers shown

Title
Synergy-CLIP: Extending CLIP with Multi-modal Integration for Robust Representation Learning Sangyeon Cho Jangyeong Jeon Mingi Kim Junyeong Kim CLIP VLM 74 0 0 30 Apr 2025
Are you SURE? Enhancing Multimodal Pretraining with Missing Modalities through Uncertainty Estimation Duy Nguyen Quan Huu Do Khoa D. Doan Minh N. Do 22 0 0 18 Apr 2025
PvNeXt: Rethinking Network Design and Temporal Motion for Point Cloud Video Recognition Jie Wang Tingfa Xu Lihe Ding Xinjie Zhang Long Bai Jianan Li 3DPC 48 0 0 07 Apr 2025
Siformer: Feature-isolated Transformer for Efficient Skeleton-based Sign Language Recognition Muxin Pu Mei Kuan Lim Chun Yong Chong SLR 74 0 0 26 Mar 2025
See-Saw Modality Balance: See Gradient, and Sew Impaired Vision-Language Balance to Mitigate Dominant Modality Bias Junehyoung Kwon Mihyeon Kim Eunju Lee Juhwan Choi Youngbin Kim 48 0 0 18 Mar 2025
Attention Bootstrapping for Multi-Modal Test-Time Adaptation Yusheng Zhao Junyu Luo Xiao Luo Jinsheng Huang Jingyang Yuan Zhiping Xiao M. Zhang TTA 82 0 0 04 Mar 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 26 0 0 11 Feb 2025
When Spatial meets Temporal in Action Recognition H. Chen Lei Wang Y. Chen Tom Gedeon Piotr Koniusz 81 0 0 22 Nov 2024
MMP: Towards Robust Multi-Modal Learning with Masked Modality Projection Niki Nezakati Md Kaykobad Reza Ameya Patil Mashhour Solh M. Salman Asif 22 1 0 03 Oct 2024
Learning Trimodal Relation for AVQA with Missing Modality Kyu Ri Park Hong Joo Lee Jung Uk Kim 21 1 0 23 Jul 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 24 25 0 27 Apr 2024
SwinFuSR: an image fusion-inspired model for RGB-guided thermal image super-resolution Cyprien Arnold Philippe Jouvet Lama Seoud 14 0 0 22 Apr 2024
Towards Multimodal Video Paragraph Captioning Models Robust to Missing Modality Sishuo Chen Lei Li Shuhuai Ren Rundong Gao Yuanxin Liu Xiaohan Bi Xu Sun Lu Hou 19 3 0 28 Mar 2024
Spatio-Temporal Proximity-Aware Dual-Path Model for Panoramic Activity Recognition Sumin Lee Yooseung Wang Sangmin Woo Changick Kim 19 0 0 21 Mar 2024
Reconstruct before Query: Continual Missing Modality Learning with Decomposed Prompt Collaboration Shu Zhao Xiaohan Zou Tan Yu Huijuan Xu 25 1 0 17 Mar 2024
Multimodal Sleep Apnea Detection with Missing or Noisy Modalities Hamed Fayyaz Abigail Strang N. S. D'Souza Rahmatollah Beheshti 17 0 0 24 Feb 2024
Exploring Missing Modality in Multimodal Egocentric Datasets Merey Ramazanova Alejandro Pardo Humam Alwassel Bernard Ghanem EgoV 15 4 0 21 Jan 2024
Multimodal Informative ViT: Information Aggregation and Distribution for Hyperspectral and LiDAR Classification Jiaqing Zhang Jie Lei Weiying Xie Geng Yang Daixun Li Yunsong Li 10 2 0 06 Jan 2024
Towards Robust Multimodal Prompting With Missing Modalities Jaehyuk Jang Yooseung Wang Changick Kim VLM 17 10 0 26 Dec 2023
RedCore: Relative Advantage Aware Cross-modal Representation Learning for Missing Modalities with Imbalanced Missing Rates Junyang Sun Xinxin Zhang Shoukang Han Yunjie Ruan Taihao Li 17 4 0 16 Dec 2023
Modality Mixer Exploiting Complementary Information for Multi-modal Action Recognition Sumin Lee Sangmin Woo Muhammad Adi Nugroho Changick Kim 23 0 0 21 Nov 2023
Robust Multimodal Learning with Missing Modalities via Parameter-Efficient Adaptation Md Kaykobad Reza Ashley Prater-Bennette M. Salman Asif 16 4 0 06 Oct 2023
Audio-Visual Glance Network for Efficient Video Recognition Muhammad Adi Nugroho Sangmin Woo Sumin Lee Changick Kim 11 5 0 18 Aug 2023
Missing Modality Robustness in Semi-Supervised Multi-Modal Semantic Segmentation Harsh Maheshwari Yen-Cheng Liu Z. Kira 11 8 0 21 Apr 2023
CoReFusion: Contrastive Regularized Fusion for Guided Thermal Super-Resolution Aditya Kasliwal Pratinav Seth Sriya Rallabandi Sanchit Singhal 15 10 0 03 Apr 2023
Sketch-based Video Object Localization Sangmin Woo So-Yeong Jeon Jinyoung Park Minji Son Sumin Lee Changick Kim 8 0 0 02 Apr 2023
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 255 7,337 0 11 Nov 2021