Resource Efficient 3D Convolutional Neural Networks

4 April 2019

Papers citing "Resource Efficient 3D Convolutional Neural Networks"

35 / 35 papers shown

Title
A Large-Scale Analysis on Contextual Self-Supervised Video Representation Learning Akash Kumar Ashlesha Kumar Vibhav Vineet Yogesh S Rawat SSL 274 0 0 08 Apr 2025
Analysis of 3D Urticaceae Pollen Classification Using Deep Learning Models Tijs Konijn Imaan Bijl Lu Cao Fons Verbeek 56 0 0 10 Mar 2025
BILLNET: A Binarized Conv3D-LSTM Network with Logic-gated residual architecture for hardware-efficient video inference Van Thien Nguyen William Guicquero Gilles Sicard 3DV MQ 82 2 0 24 Jan 2025
Joint Audio-Visual Idling Vehicle Detection with Streamlined Input Dependencies Xiwen Li Rehman Mohammed Tristalee Mangin Surojit Saha Ross T. Whitaker Kerry E Kelly Tolga Tasdizen 37 5 0 28 Oct 2024
YOWOv3: An Efficient and Generalized Framework for Human Action Detection and Recognition Duc Manh Nguyen Dang Viet-Hang Duong Jia Ching Wang Nhan Bui Duc 31 3 0 05 Aug 2024
AttentNet: Fully Convolutional 3D Attention for Lung Nodule Detection Majedaldein Almahasneh Xianghua Xie A. Paiement 3DPC MedIm 35 1 0 19 Jul 2024
Dark Transformer: A Video Transformer for Action Recognition in the Dark Anwaar Ulhaq ViT 27 0 0 25 Jun 2024
RNNs, CNNs and Transformers in Human Action Recognition: A Survey and a Hybrid Model Khaled Alomar Halil Ibrahim Aysel Xiaohao Cai MedIm ViT 48 7 0 02 Jun 2024
Transformer-based Video Saliency Prediction with High Temporal Dimension Decoding Morteza Moradi S. Palazzo C. Spampinato 34 2 0 15 Jan 2024
PosDiffNet: Positional Neural Diffusion for Point Cloud Registration in a Large Field of View with Perturbations Rui She Sijie Wang Qiyu Kang Kai Zhao Yang Song Wee Peng Tay Tianyu Geng Xingchao Jian DiffM 3DPC 41 2 0 06 Jan 2024
Long-Distance Gesture Recognition using Dynamic Neural Networks Shubhang Bhatnagar S. Gopal Narendra Ahuja Liu Ren 34 3 0 09 Aug 2023
YOWOv2: A Stronger yet Efficient Multi-level Detection Framework for Real-time Spatio-temporal Action Detection Jianhua Yang Kun Dai ObjD 27 17 0 14 Feb 2023
6-DoF Robotic Grasping with Transformer Zhenjie Zhao Han Yu Hang Wu Xuebo Zhang ViT 41 0 0 29 Jan 2023
Clinically-Inspired Multi-Agent Transformers for Disease Trajectory Forecasting from Multimodal Data Huy Hoang Nguyen Matthew B. Blaschko S. Saarakkala A. Tiulpin MedIm AI4CE 53 15 0 25 Oct 2022
3D Matting: A Benchmark Study on Soft Segmentation Method for Pulmonary Nodules Applied in Computed Tomography Lin Wang Xiufen Ye Donghao Zhang Wanji He Lie Ju ... Xin Wang Wei Feng Kaimin Song Xin Zhao Z. Ge 3DV 31 1 0 11 Oct 2022
Survey: Exploiting Data Redundancy for Optimization of Deep Learning Jou-An Chen Wei Niu Bin Ren Yanzhi Wang Xipeng Shen 23 24 0 29 Aug 2022
Video Mobile-Former: Video Recognition with Efficient Global Spatial-temporal Modeling Rui Wang Zuxuan Wu Dongdong Chen Yinpeng Chen Xiyang Dai Mengchen Liu Luowei Zhou Lu Yuan Yu-Gang Jiang ViT 43 4 0 25 Aug 2022
STAR-GNN: Spatial-Temporal Video Representation for Content-based Retrieval Guoping Zhao Bingqing Zhang Mingyu Zhang Yaxian Li Jiajun Liu Ji-Rong Wen 14 0 0 15 Aug 2022
Learning Long-Term Spatial-Temporal Graphs for Active Speaker Detection Kyle Min Sourya Roy Subarna Tripathi T. Guha Somdeb Majumdar 26 36 0 15 Jul 2022
COVID Detection and Severity Prediction with 3D-ConvNeXt and Custom Pretrainings Daniel Kienzle Julian Lorenz Robin Schon K. Ludwig Rainer Lienhart 3DPC 35 14 0 30 Jun 2022
Predicting Knee Osteoarthritis Progression from Structural MRI using Deep Learning E. Panfilov S. Saarakkala M. Nieminen A. Tiulpin MedIm 30 9 0 26 Jan 2022
LIGAR: Lightweight General-purpose Action Recognition Evgeny Izutov 15 3 0 30 Aug 2021
How to Design a Three-Stage Architecture for Audio-Visual Active Speaker Detection in the Wild Okan Kopuklu Maja Taseska Gerhard Rigoll 3DV 29 45 0 07 Jun 2021
Continual 3D Convolutional Neural Networks for Real-time Processing of Videos Lukas Hedegaard Alexandros Iosifidis 3DPC 25 14 0 31 May 2021
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
COVID-MTL: Multitask Learning with Shift3D and Random-weighted Loss for Automated Diagnosis and Severity Assessment of COVID-19 Guoqing Bao Huai Chen Tongliang Liu G. Gong Yong Yin Lisheng Wang Xiuying Wang 23 24 0 10 Dec 2020
Patch-VQ: 'Patching Up' the Video Quality Problem Zhenqiang Ying Maniratnam Mandal Deepti Ghadiyaram AI Facebook 16 164 0 27 Nov 2020
Driver Anomaly Detection: A Dataset and Contrastive Learning Approach Okan Kopuklu Ji-ming Zheng Hang Xu Gerhard Rigoll 27 79 0 30 Sep 2020
DMD: A Large-Scale Multi-Modal Driver Monitoring Dataset for Attention and Alertness Analysis J. Ortega Neslihan Köse P. Cañas Min-An Chao A. Unnervik Marcos Nieto Oihana Otaegui L. Salgado 27 91 0 27 Aug 2020
Reconstruction of turbulent data with deep generative models for semantic inpainting from TURB-Rot database M. Buzzicotti F. Bonaccorso P. C. D. Leoni Luca Biferale AI4CE 28 51 0 16 Jun 2020
X3D: Expanding Architectures for Efficient Video Recognition Christoph Feichtenhofer 78 1,004 0 09 Apr 2020
DriverMHG: A Multi-Modal Dataset for Dynamic Recognition of Driver Micro Hand Gestures and a Real-Time Recognition Framework Okan Kopuklu Thomas Ledwon Yao Rong Neslihan Köse Gerhard Rigoll 40 23 0 02 Mar 2020
You Only Watch Once: A Unified CNN Architecture for Real-Time Spatiotemporal Action Localization Okan Kopuklu Xiangyu Wei Gerhard Rigoll 28 143 0 15 Nov 2019
Comparative Analysis of CNN-based Spatiotemporal Reasoning in Videos Okan Kopuklu Fabian Herzog Gerhard Rigoll 27 6 0 11 Sep 2019
Interaction-aware Spatio-temporal Pyramid Attention Networks for Action Classification Yang Du Chunfen Yuan Bing Li Lili Zhao Yangxi Li Weiming Hu 81 79 0 03 Aug 2018