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Semantics-aware Adaptive Knowledge Distillation for Sensor-to-Vision Action Recognition

1 September 2020

Yang Liu

Papers citing "Semantics-aware Adaptive Knowledge Distillation for Sensor-to-Vision Action Recognition"

35 / 35 papers shown

Title
A Layered Self-Supervised Knowledge Distillation Framework for Efficient Multimodal Learning on the Edge Tarique Dahri Zulfiqar Ali Memon Zhenyu Yu Mohd Yamani Idna Idris Sheheryar Khan Sadiq Ahmad Maged Shoman Saddam Aziz Rizwan Qureshi 29 0 0 08 Jun 2025
Learning Privacy-Preserving Student Networks via Discriminative-Generative Distillation Shiming Ge Bochao Liu Pengju Wang Yong Li Dan Zeng FedML 104 11 0 04 Sep 2024
TSAK: Two-Stage Semantic-Aware Knowledge Distillation for Efficient Wearable Modality and Model Optimization in Manufacturing Lines Hymalai Bello Daniel Geißler Sungho Suh Bo Zhou Paul Lukowicz 75 3 0 26 Aug 2024
Target-Dependent Multimodal Sentiment Analysis Via Employing Visual-to Emotional-Caption Translation Network using Visual-Caption Pairs Ananya Pandey Dinesh Kumar Vishwakarma 83 0 0 05 Aug 2024
Aligning Cyber Space with Physical World: A Comprehensive Survey on Embodied AI Yang Liu Weixing Chen Yongjie Bai Xiaodan Liang Guanbin Li Wen Gao Liang Lin LM&Ro SyDa AI4CE 161 70 0 09 Jul 2024
DL-KDD: Dual-Light Knowledge Distillation for Action Recognition in the Dark Chi-Jui Chang Oscar Tai-Yuan Chen Vincent S. Tseng VLM 65 2 0 04 Jun 2024
Deep video representation learning: a survey Elham Ravanbakhsh Yongqing Liang J. Ramanujam Xin Li 82 3 0 10 May 2024
From Algorithm to Hardware: A Survey on Efficient and Safe Deployment of Deep Neural Networks Xue Geng Zhe Wang Chunyun Chen Qing Xu Kaixin Xu ... Zhenghua Chen M. Aly Jie Lin Min-man Wu Xiaoli Li 89 1 0 09 May 2024
A Survey on Multimodal Wearable Sensor-based Human Action Recognition Jianyuan Ni Hao Tang Syed Tousiful Haque Yan Yan A. Ngu 126 9 0 14 Apr 2024
Generative Model-based Feature Knowledge Distillation for Action Recognition Guiqin Wang Peng Zhao Yanjiang Shi Cong Zhao Shusen Yang VLM 74 3 0 14 Dec 2023
SkeletonMAE: Graph-based Masked Autoencoder for Skeleton Sequence Pre-training Hongfei Yan Yang Liu Yushen Wei Zerui Li Guanbin Li Liang Lin 89 43 0 17 Jul 2023
Physical-aware Cross-modal Adversarial Network for Wearable Sensor-based Human Action Recognition Jianyuan Ni Hao Tang A. Ngu Gaowen Liu Yan Yan 70 3 0 07 Jul 2023
CausalVLR: A Toolbox and Benchmark for Visual-Linguistic Causal Reasoning Yang Liu Weixing Chen Guanbin Li Liang Lin CML LRM 81 5 0 30 Jun 2023
A Novel Two Stream Decision Level Fusion of Vision and Inertial Sensors Data for Automatic Multimodal Human Activity Recognition System Santosh Kumar Yadav Muhtashim Rafiqi Egna Praneeth Gummana K. Tiwari Hari Mohan Pandey Shaik Ali Akbara 72 1 0 27 Jun 2023
DenseLight: Efficient Control for Large-scale Traffic Signals with Dense Feedback Junfan Lin Yuying Zhu Lingbo Liu Yang Liu Guanbin Li Liang Lin 69 12 0 13 Jun 2023
Visual Causal Scene Refinement for Video Question Answering Yushen Wei Yang Liu Hongfei Yan Guanbin Li Liang Lin CML 96 25 0 07 May 2023
Distilled Mid-Fusion Transformer Networks for Multi-Modal Human Activity Recognition Jingcheng Li L. Yao Binghao Li Claude Sammut 70 2 0 05 May 2023
VCD: Visual Causality Discovery for Cross-Modal Question Reasoning Yang Liu Guanbin Li Jingzhou Luo Liang Lin BDL LRM 108 5 0 17 Apr 2023
Urban Regional Function Guided Traffic Flow Prediction Kuo Wang Lingbo Liu Yang Liu Guanbin Li Fan Zhou Liang Lin 60 27 0 17 Mar 2023
MMTSA: Multimodal Temporal Segment Attention Network for Efficient Human Activity Recognition Ziqi Gao Yuntao wang Jianguo Chen Junliang Xing Shwetak N. Patel Xin Liu Yuanchun Shi 70 3 0 14 Oct 2022
Temporal Feature Alignment in Contrastive Self-Supervised Learning for Human Activity Recognition Bulat Khaertdinov S. Asteriadis 83 9 0 07 Oct 2022
Progressive Cross-modal Knowledge Distillation for Human Action Recognition Jianyuan Ni A. Ngu Yan Yan HAI 68 22 0 17 Aug 2022
Cross-Modal Causal Relational Reasoning for Event-Level Visual Question Answering Yang Liu Guanbin Li Liang Lin LRM 185 89 0 26 Jul 2022
Learning Knowledge Representation with Meta Knowledge Distillation for Single Image Super-Resolution Ziru Xu Zhenzhong Chen Shan Liu SupR 65 3 0 18 Jul 2022
Contrastive Learning with Cross-Modal Knowledge Mining for Multimodal Human Activity Recognition Razvan Brinzea Bulat Khaertdinov S. Asteriadis SSL HAI 99 13 0 20 May 2022
Self-supervised Contrastive Learning for Audio-Visual Action Recognition Yang Liu Y. Tan Haoyu Lan SSL 79 7 0 28 Apr 2022
Multi-Modality Distillation via Learning the teacher's modality-level Gram Matrix Peng Liu 56 0 0 21 Dec 2021
TCGL: Temporal Contrastive Graph for Self-supervised Video Representation Learning Yang Liu Keze Wang Lingbo Liu Hao Lan Liang Lin SSL AI4TS 139 113 0 07 Dec 2021
Confidence-Aware Active Feedback for Interactive Instance Search Yue Zhang Chao Liang Longxiang Jiang 64 0 0 23 Oct 2021
Cross-modal Knowledge Distillation for Vision-to-Sensor Action Recognition Jianyuan Ni Raunak Sarbajna Yang Liu A. Ngu Yan Yan HAI 160 37 0 08 Oct 2021
Fusion-GCN: Multimodal Action Recognition using Graph Convolutional Networks Michael Duhme Raphael Memmesheimer Dietrich Paulus 104 25 0 27 Sep 2021
ChMusic: A Traditional Chinese Music Dataset for Evaluation of Instrument Recognition Xia Gong Yuxiang Zhu Haidi Zhu Haoran Wei 78 27 0 19 Aug 2021
Inertial Sensor Data To Image Encoding For Human Action Recognition Zeeshan Ahmad N. Khan 62 35 0 28 May 2021
Temporal Contrastive Graph Learning for Video Action Recognition and Retrieval Yang Liu Keze Wang Haoyuan Lan Liang Lin 194 16 0 04 Jan 2021
Human Action Recognition from Various Data Modalities: A Review Zehua Sun Qiuhong Ke Hossein Rahmani Mohammed Bennamoun Gang Wang Jun Liu MU 184 536 0 22 Dec 2020