Modality Distillation with Multiple Stream Networks for Action Recognition

19 June 2018

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

41 / 91 papers shown

Title
EvDistill: Asynchronous Events to End-task Learning via Bidirectional Reconstruction-guided Cross-modal Knowledge Distillation Lin Wang Yujeong Chae Sung-Hoon Yoon Tae-Kyun Kim Kuk-Jin Yoon 33 64 0 24 Nov 2021
Learning an Augmented RGB Representation with Cross-Modal Knowledge Distillation for Action Detection Rui Dai Srijan Das F. Brémond 48 38 0 08 Aug 2021
Feature-Supervised Action Modality Transfer Fida Mohammad Thoker Cees G. M. Snoek 26 1 0 06 Aug 2021
Multimodal Co-learning: Challenges, Applications with Datasets, Recent Advances and Future Directions Anil Rahate Rahee Walambe S. Ramanna K. Kotecha 27 135 0 29 Jul 2021
Pseudo-LiDAR Based Road Detection Libo Sun Haokui Zhang Wei Yin 19 17 0 28 Jul 2021
DnS: Distill-and-Select for Efficient and Accurate Video Indexing and Retrieval Giorgos Kordopatis-Zilos Christos Tzelepis Symeon Papadopoulos I. Kompatsiaris Ioannis Patras 27 33 0 24 Jun 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
Motion-Augmented Self-Training for Video Recognition at Smaller Scale Kirill Gavrilyuk Mihir Jain I. Karmanov Cees G. M. Snoek 18 21 0 04 May 2021
Dealing with Missing Modalities in the Visual Question Answer-Difference Prediction Task through Knowledge Distillation Jae-Won Cho Dong-Jin Kim Jinsoo Choi Yunjae Jung In So Kweon VLM 16 17 0 13 Apr 2021
3D-to-2D Distillation for Indoor Scene Parsing Zhengzhe Liu Xiaojuan Qi Chi-Wing Fu 30 59 0 06 Apr 2021
Source-Free Domain Adaptation for Semantic Segmentation Yuang Liu Wei Zhang Jun Wang 14 249 0 30 Mar 2021
Learning Scene Structure Guidance via Cross-Task Knowledge Transfer for Single Depth Super-Resolution Baoli Sun Xinchen Ye Baopu Li Haojie Li Zhihui Wang Rui Xu 11 44 0 24 Mar 2021
Human Action Recognition from Various Data Modalities: A Review Zehua Sun Qiuhong Ke Hossein Rahmani Mohammed Bennamoun Gang Wang Jun Liu MU 45 504 0 22 Dec 2020
A Comprehensive Study of Deep Video Action Recognition Yi Zhu Xinyu Li Chunhui Liu Mohammadreza Zolfaghari Yuanjun Xiong Chongruo Wu Zhi-Li Zhang Joseph Tighe R. Manmatha Mu Li VLM AI4TS 38 185 0 11 Dec 2020
Deep Multimodal Fusion by Channel Exchanging Yikai Wang Wenbing Huang Gang Hua Tingyang Xu Yu Rong Junzhou Huang 19 237 0 10 Nov 2020
Collaborative Distillation in the Parameter and Spectrum Domains for Video Action Recognition Haisheng Su Jing Su Dongliang Wang Weihao Gan Wei Wu Mengmeng Wang Junjie Yan Yu Qiao 6 7 0 15 Sep 2020
Semantics-aware Adaptive Knowledge Distillation for Sensor-to-Vision Action Recognition Yang Liu Keze Wang Guanbin Li Liang Lin 29 87 0 01 Sep 2020
Knowledge Transfer via Dense Cross-Layer Mutual-Distillation Anbang Yao Dawei Sun 12 55 0 18 Aug 2020
HAMLET: A Hierarchical Multimodal Attention-based Human Activity Recognition Algorithm Md. Mofijul Islam Tariq Iqbal 22 80 0 03 Aug 2020
Weakly Supervised 3D Object Detection from Point Clouds Zengyi Qin Jinglu Wang Yan Lu 3DPC 77 62 0 28 Jul 2020
Learning with Privileged Information for Efficient Image Super-Resolution Wonkyung Lee Junghyup Lee Dohyung Kim Bumsub Ham 33 134 0 15 Jul 2020
Tracking-by-Trackers with a Distilled and Reinforced Model Matteo Dunnhofer N. Martinel C. Micheloni VOT OffRL 27 4 0 08 Jul 2020
Improving Weakly Supervised Visual Grounding by Contrastive Knowledge Distillation Liwei Wang Jing-ling Huang Yin Li Kun Xu Zhengyuan Yang Dong Yu ObjD 19 80 0 03 Jul 2020
Knowledge Distillation: A Survey Jianping Gou B. Yu Stephen J. Maybank Dacheng Tao VLM 19 2,843 0 09 Jun 2020
Complex-Object Visual Inspection via Multiple Lighting Configurations Maya Aghaei Matteo Bustreo Pietro Morerio N. Carissimi Alessio Del Bue Vittorio Murino 14 0 0 20 Apr 2020
Input Dropout for Spatially Aligned Modalities Sébastien de Blois Mathieu Garon Christian Gagné Jean-François Lalonde 15 7 0 07 Feb 2020
DMCL: Distillation Multiple Choice Learning for Multimodal Action Recognition Nuno C. Garcia Sarah Adel Bargal Vitaly Ablavsky Pietro Morerio Vittorio Murino Stan Sclaroff 27 48 0 23 Dec 2019
In Defense of the Triplet Loss Again: Learning Robust Person Re-Identification with Fast Approximated Triplet Loss and Label Distillation Ye Yuan Wuyang Chen Yang Yang Zhangyang Wang 3DH 19 86 0 17 Dec 2019
Cross-modal knowledge distillation for action recognition Fida Mohammad Thoker Juergen Gall 23 84 0 10 Oct 2019
CNN-based RGB-D Salient Object Detection: Learn, Select and Fuse Hao Chen Youfu Li ObjD 24 23 0 20 Sep 2019
Online Sensor Hallucination via Knowledge Distillation for Multimodal Image Classification S. Kumar Biplab Banerjee S. Chaudhuri 18 5 0 28 Aug 2019
Product Image Recognition with Guidance Learning and Noisy Supervision Qing Li Xiaojiang Peng Liangliang Cao Wenbin Du Hao Xing Yu Qiao NoLa 4 21 0 26 Jul 2019
Cross-View Policy Learning for Street Navigation Ang Li Huiyi Hu Piotr Wojciech Mirowski Mehrdad Farajtabar 16 27 0 13 Jun 2019
Deeply-supervised Knowledge Synergy Dawei Sun Anbang Yao Aojun Zhou Hao Zhao 12 63 0 03 Jun 2019
Audio-Visual Model Distillation Using Acoustic Images Andrés F. Pérez Valentina Sanguineti Pietro Morerio Vittorio Murino VLM 15 27 0 16 Apr 2019
Attention Distillation for Learning Video Representations Miao Liu Xin Chen Yun C. Zhang Yin Li James M. Rehg 19 2 0 05 Apr 2019
D3D: Distilled 3D Networks for Video Action Recognition Jonathan C. Stroud David A. Ross Chen Sun Jia Deng Rahul Sukthankar 3DPC 27 158 0 19 Dec 2018
RGB-D Based Action Recognition with Light-weight 3D Convolutional Networks Haokui Zhang Ying Li Peng Wang Yu Liu Chunhua Shen 3DPC 19 9 0 24 Nov 2018
Learning with privileged information via adversarial discriminative modality distillation Nuno C. Garcia Pietro Morerio Vittorio Murino 24 67 0 19 Oct 2018
SPIGAN: Privileged Adversarial Learning from Simulation Kuan-Hui Lee G. Ros Jie Li Adrien Gaidon GAN 30 104 0 09 Oct 2018
Human Activity Recognition Using Robust Adaptive Privileged Probabilistic Learning Michalis Vrigkas Evangelos Kazakos Christophoros Nikou I. Kakadiaris 14 1 0 19 Sep 2017