Modality Distillation with Multiple Stream Networks for Action Recognition

19 June 2018

Papers citing "Modality Distillation with Multiple Stream Networks for Action Recognition"

50 / 91 papers shown

Title
Pose-Aware Weakly-Supervised Action Segmentation Seth Z. Zhao Reza Ghoddoosian Isht Dwivedi Nakul Agarwal Behzad Dariush 34 0 0 08 Apr 2025
StructVPR++: Distill Structural and Semantic Knowledge with Weighting Samples for Visual Place Recognition Yanqing Shen Sanping Zhou Jingwen Fu Ruotong Wang Shitao Chen N. Zheng 38 0 0 09 Mar 2025
CAML: Collaborative Auxiliary Modality Learning for Multi-Agent Systems Rui Liu Yu-cui Shen Peng Gao Pratap Tokekar Ming C. Lin 59 0 0 25 Feb 2025
Recent Trends of Multimodal Affective Computing: A Survey from NLP Perspective Guimin Hu Yi Xin Weimin Lyu Haojian Huang Chang Sun Z. Zhu Lin Gui Ruichu Cai Erik Cambria Hasti Seifi 30 5 0 11 Sep 2024
DEAR: Depth-Enhanced Action Recognition Sadegh Rahmaniboldaji Filip Rybansky Quoc Vuong Frank Guerin Andrew Gilbert 18 0 0 28 Aug 2024
Robust Multimodal Learning via Representation Decoupling Shicai Wei Yang Luo Yuji Wang Chunbo Luo OOD 29 2 0 05 Jul 2024
Learning Modality Knowledge Alignment for Cross-Modality Transfer Wenxuan Ma Shuang Li Lincan Cai Jingxuan Kang 34 1 0 27 Jun 2024
Distilling Privileged Information for Dubins Traveling Salesman Problems with Neighborhoods M. Shin Su-Jeong Park Seung-Keol Ryu Heeyeon Kim Han-Lim Choi 51 0 0 25 Apr 2024
A Survey on Multimodal Wearable Sensor-based Human Action Recognition Jianyuan Ni Hao Tang Syed Tousiful Haque Yan Yan A. Ngu 71 6 0 14 Apr 2024
Reconstruct before Query: Continual Missing Modality Learning with Decomposed Prompt Collaboration Shu Zhao Xiaohan Zou Tan Yu Huijuan Xu 31 1 0 17 Mar 2024
LIX: Implicitly Infusing Spatial Geometric Prior Knowledge into Visual Semantic Segmentation for Autonomous Driving Sicen Guo Zhiyuan Wu Qijun Chen Ioannis Pitas Rui Fan Rui Fan 34 1 0 13 Mar 2024
Cross-Modal Prototype based Multimodal Federated Learning under Severely Missing Modality Huy Q. Le Chu Myaet Thwal Yu Qiao Ye Lin Tun Minh N. H. Nguyen Choong Seon Hong Choong Seon Hong 62 4 0 25 Jan 2024
Exploring Missing Modality in Multimodal Egocentric Datasets Merey Ramazanova Alejandro Pardo Humam Alwassel Bernard Ghanem EgoV 30 4 0 21 Jan 2024
Multi-modal Learning with Missing Modality in Predicting Axillary Lymph Node Metastasis Shichuan Zhang Sunyi Zheng Zhongyi Shui Honglin Li Lin Yang 21 5 0 03 Jan 2024
Segment Any Events via Weighted Adaptation of Pivotal Tokens Zhiwen Chen Zhiyu Zhu Yifan Zhang Junhui Hou Guangming Shi Jinjian Wu 31 6 0 24 Dec 2023
Contrastive Learning-Based Spectral Knowledge Distillation for Multi-Modality and Missing Modality Scenarios in Semantic Segmentation Aniruddh Sikdar Jayant Teotia Suresh Sundaram 27 2 0 04 Dec 2023
Modality Mixer Exploiting Complementary Information for Multi-modal Action Recognition Sumin Lee Sangmin Woo Muhammad Adi Nugroho Changick Kim 25 0 0 21 Nov 2023
Improving Unimodal Inference with Multimodal Transformers K. Chumachenko Alexandros Iosifidis M. Gabbouj 25 0 0 16 Nov 2023
Visual Attention Prompted Prediction and Learning Yifei Zhang Siyi Gu Bo Pan Guangji Bai Meikang Qiu Xiaofeng Yang Liang Zhao LRM VLM 32 2 0 12 Oct 2023
Robust Multimodal Learning with Missing Modalities via Parameter-Efficient Adaptation Md Kaykobad Reza Ashley Prater-Bennette M. Salman Asif 23 4 0 06 Oct 2023
One-stage Modality Distillation for Incomplete Multimodal Learning Shicai Wei Yang Luo Chunbo Luo 18 0 0 15 Sep 2023
Weakly Supervised Point Clouds Transformer for 3D Object Detection Zuojin Tang Bo Sun Tongwei Ma Daosheng Li Zhenhui Xu 3DPC ViT 17 0 0 08 Sep 2023
Computation-efficient Deep Learning for Computer Vision: A Survey Yulin Wang Yizeng Han Chaofei Wang Shiji Song Qi Tian Gao Huang VLM 28 20 0 27 Aug 2023
Teacher-Student Architecture for Knowledge Distillation: A Survey Chengming Hu Xuan Li Danyang Liu Haolun Wu Xi Chen Ju Wang Xue Liu 21 16 0 08 Aug 2023
Multimodal Distillation for Egocentric Action Recognition Gorjan Radevski Dusan Grujicic Marie-Francine Moens Matthew Blaschko Tinne Tuytelaars EgoV 23 23 0 14 Jul 2023
Enhanced Multimodal Representation Learning with Cross-modal KD Mengxi Chen Linyu Xing Yu Wang Ya-Qin Zhang 20 11 0 13 Jun 2023
On Uni-Modal Feature Learning in Supervised Multi-Modal Learning Chenzhuang Du Jiaye Teng Tingle Li Yichen Liu Tianyuan Yuan Yue Wang Yang Yuan Hang Zhao 78 38 0 02 May 2023
MMANet: Margin-aware Distillation and Modality-aware Regularization for Incomplete Multimodal Learning Shicai Wei Yang Luo Chunbo Luo 24 28 0 17 Apr 2023
$360$^\circ$ High-Resolution Depth Estimation via Uncertainty-aware Structural Knowledge Transfer$ 360 $^\circ$ High-Resolution Depth Estimation via Uncertainty-aware Structural Knowledge Transfer Zidong Cao Hao Ai Athanasios V. Vasilakos Lin Wang 14 1 0 17 Apr 2023
Decomposed Cross-modal Distillation for RGB-based Temporal Action Detection Pilhyeon Lee Taeoh Kim Minho Shim Dongyoon Wee H. Byun 26 11 0 30 Mar 2023
A Comprehensive Survey on Source-free Domain Adaptation Zhiqi Yu Jingjing Li Zhekai Du Lei Zhu H. Shen TTA 21 94 0 23 Feb 2023
URCDC-Depth: Uncertainty Rectified Cross-Distillation with CutFlip for Monocular Depth Estimation Shuwei Shao Z. Pei Weihai Chen Ran Li Zhong Liu Zhengguo Li ViT UQCV 60 35 0 16 Feb 2023
Audio Representation Learning by Distilling Video as Privileged Information Amirhossein Hajavi Ali Etemad 13 4 0 06 Feb 2023
EgoDistill: Egocentric Head Motion Distillation for Efficient Video Understanding Shuhan Tan Tushar Nagarajan Kristen Grauman 18 21 0 05 Jan 2023
Transformers in Action Recognition: A Review on Temporal Modeling Elham Shabaninia Hossein Nezamabadi-pour Fatemeh Shafizadegan ViT 21 8 0 29 Dec 2022
Recovering Surveillance Video Using RF Cues Xiang Li Rabih Younes 11 2 0 27 Dec 2022
StructVPR: Distill Structural Knowledge with Weighting Samples for Visual Place Recognition Yanqing Shen Sanping Zhopu Jingwen Fu Ruotong Wang Shi-tao Chen Nanning Zheng 31 20 0 02 Dec 2022
Towards Good Practices for Missing Modality Robust Action Recognition Sangmin Woo Sumin Lee Yeonju Park Muhammad Adi Nugroho Changick Kim 22 43 0 25 Nov 2022
Rethinking Resolution in the Context of Efficient Video Recognition Chuofan Ma Qiushan Guo Yi-Xin Jiang Zehuan Yuan Ping Luo Xiaojuan Qi 60 12 0 26 Sep 2022
FT-HID: A Large Scale RGB-D Dataset for First and Third Person Human Interaction Analysis Zihui Guo Yonghong Hou Pichao Wang Zhimin Gao Mingliang Xu Wanqing Li 26 3 0 21 Sep 2022
Modality Mixer for Multi-modal Action Recognition Sumin Lee Sangmin Woo Yeonju Park Muhammad Adi Nugroho Changick Kim 19 10 0 24 Aug 2022
Meta-Learning based Degradation Representation for Blind Super-Resolution Bin Xia Yapeng Tian Yulun Zhang Yucheng Hang Wenming Yang Q. Liao SupR 24 17 0 28 Jul 2022
Modality-Aware Contrastive Instance Learning with Self-Distillation for Weakly-Supervised Audio-Visual Violence Detection Jiashuo Yu Jin-Yuan Liu Ying Cheng Rui Feng Yuejie Zhang 14 34 0 12 Jul 2022
3DG-STFM: 3D Geometric Guided Student-Teacher Feature Matching Runyu Mao Chen Bai Yatong An F. Zhu Cheng Lu 3DV 3DH 19 18 0 06 Jul 2022
The Modality Focusing Hypothesis: Towards Understanding Crossmodal Knowledge Distillation Zihui Xue Zhengqi Gao Sucheng Ren Hang Zhao 17 37 0 13 Jun 2022
VALHALLA: Visual Hallucination for Machine Translation Yi Li Rameswar Panda Yoon Kim Chun-Fu Chen Rogerio Feris David D. Cox Nuno Vasconcelos MLLM 36 38 0 31 May 2022
Towards On-Board Panoptic Segmentation of Multispectral Satellite Images Tharindu Fernando Clinton Fookes Harshala Gammulle Simon Denman S. Sridharan 22 7 0 05 Apr 2022
Content-Variant Reference Image Quality Assessment via Knowledge Distillation Guanghao Yin Wei Wang Zehuan Yuan Chuchu Han Wei Ji Shouqian Sun Changhu Wang 27 33 0 26 Feb 2022
Cross-modal Manifold Cutmix for Self-supervised Video Representation Learning Srijan Das Michael S. Ryoo SSL 21 0 0 07 Dec 2021
Channel Exchanging Networks for Multimodal and Multitask Dense Image Prediction Yikai Wang Fuchun Sun Wenbing Huang Fengxiang He Dacheng Tao 43 28 0 04 Dec 2021