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1904.02422
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Resource Efficient 3D Convolutional Neural Networks
4 April 2019
Okan Kopuklu
Neslihan Köse
Ahmet Gunduz
Gerhard Rigoll
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Papers citing
"Resource Efficient 3D Convolutional Neural Networks"
50 / 65 papers shown
EHWGesture -- A dataset for multimodal understanding of clinical gestures
G. Amprimo
Alberto Ancilotto
Alessandro Savino
Fabio Quazzolo
Claudia Ferraris
Gabriella Olmo
Elisabetta Farella
S. Di Carlo
164
2
0
09 Sep 2025
A Large-Scale Analysis on Contextual Self-Supervised Video Representation Learning
Akash Kumar
Ashlesha Kumar
Vibhav Vineet
Yogesh S Rawat
SSL
959
4
0
08 Apr 2025
Analysis of 3D Urticaceae Pollen Classification Using Deep Learning Models
International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC), 2025
Tijs Konijn
Imaan Bijl
Lu Cao
Fons Verbeek
270
1
0
10 Mar 2025
BILLNET: A Binarized Conv3D-LSTM Network with Logic-gated residual architecture for hardware-efficient video inference
IEEE Workshop on Signal Processing Systems (SiPS), 2022
Van Thien Nguyen
William Guicquero
Gilles Sicard
3DV
MQ
375
3
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
264
14
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
275
8
0
05 Aug 2024
AttentNet: Fully Convolutional 3D Attention for Lung Nodule Detection
Majedaldein Almahasneh
Xianghua Xie
A. Paiement
3DPC
MedIm
202
9
0
19 Jul 2024
Dark Transformer: A Video Transformer for Action Recognition in the Dark
Anwaar Ulhaq
ViT
281
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
324
41
0
02 Jun 2024
Multi-view Action Recognition via Directed Gromov-Wasserstein Discrepancy
Hoang-Quan Nguyen
Thanh-Dat Truong
Khoa Luu
336
1
0
02 May 2024
PointDifformer: Robust Point Cloud Registration With Neural Diffusion and Transformer
Rui She
Qiyu Kang
Sijie Wang
Wee Peng Tay
Kai Zhao
Yang Song
Tianyu Geng
Yi Xu
Diego Navarro Navarro
Andreas Hartmannsgruber
3DPC
DiffM
327
30
0
22 Apr 2024
SQUAT: Stateful Quantization-Aware Training in Recurrent Spiking Neural Networks
Sreyes P. Venkatesh
Razvan Marinescu
Nhan Duy Truong
MQ
341
10
0
15 Apr 2024
Transformer-based Video Saliency Prediction with High Temporal Dimension Decoding
Morteza Moradi
S. Palazzo
C. Spampinato
255
8
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
304
5
0
06 Jan 2024
Quantized Distillation: Optimizing Driver Activity Recognition Models for Resource-Constrained Environments
IEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2023
Calvin Tanama
Kunyu Peng
Zdravko Marinov
Rainer Stiefelhagen
Alina Roitberg
257
5
0
10 Nov 2023
Long-Distance Gesture Recognition using Dynamic Neural Networks
IEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2023
Shubhang Bhatnagar
S. Gopal
Narendra Ahuja
Liu Ren
225
6
0
09 Aug 2023
DCID: Deep Canonical Information Decomposition
Alexander Rakowski
Christoph Lippert
139
0
0
27 Jun 2023
Efficient Online Processing with Deep Neural Networks
Lukas Hedegaard
240
0
0
23 Jun 2023
Lightweight Delivery Detection on Doorbell Cameras
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Pirazh Khorramshahi
Zhe Wu
Tianchen Wang
Luke Deluccia
Hongcheng Wang
229
0
0
13 May 2023
YOWOv2: A Stronger yet Efficient Multi-level Detection Framework for Real-time Spatio-temporal Action Detection
International Conference on Intelligent Robotics and Applications (ICIRA), 2023
Jianhua Yang
Kun Dai
ObjD
301
24
0
14 Feb 2023
6-DoF Robotic Grasping with Transformer
Zhenjie Zhao
Han Yu
Hang Wu
Xuebo Zhang
ViT
205
0
0
29 Jan 2023
How Do Deepfakes Move? Motion Magnification for Deepfake Source Detection
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
U. Ciftci
Ilke Demir
191
15
0
28 Dec 2022
Clinically-Inspired Multi-Agent Transformers for Disease Trajectory Forecasting from Multimodal Data
IEEE Transactions on Medical Imaging (IEEE TMI), 2022
Huy Hoang Nguyen
Matthew B. Blaschko
S. Saarakkala
A. Tiulpin
MedIm
AI4CE
210
28
0
25 Oct 2022
YOWO-Plus: An Incremental Improvement
Jianhua Yang
ViT
161
5
0
20 Oct 2022
Real-Time Driver Monitoring Systems through Modality and View Analysis
Yiming Ma
Victor Sanchez
Soodeh Nikan
Devesh Upadhyay
Bhushan Atote
T. Guha
154
6
0
17 Oct 2022
3D Brain and Heart Volume Generative Models: A Survey
ACM Computing Surveys (ACM CSUR), 2022
Yanbin Liu
Girish Dwivedi
F. Boussaïd
Bennamoun
MedIm
AI4CE
381
8
0
12 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
266
2
0
11 Oct 2022
Survey: Exploiting Data Redundancy for Optimization of Deep Learning
ACM Computing Surveys (ACM CSUR), 2022
Jou-An Chen
Wei Niu
Bin Ren
Yanzhi Wang
Xipeng Shen
196
35
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
Xiyang Dai
Luowei Zhou
Lu Yuan
Yu-Gang Jiang
ViT
276
6
0
25 Aug 2022
STAR-GNN: Spatial-Temporal Video Representation for Content-based Retrieval
IEEE International Conference on Multimedia and Expo (ICME), 2022
Guoping Zhao
Bingqing Zhang
Mingyu Zhang
Yaxian Li
Jiajun Liu
Ji-Rong Wen
219
0
0
15 Aug 2022
Inflating 2D Convolution Weights for Efficient Generation of 3D Medical Images
Yanbin Liu
Girish Dwivedi
F. Boussaïd
Frank M. Sanfilippo
Makoto Yamada
Bennamoun
DiffM
MedIm
449
14
0
08 Aug 2022
Learning Long-Term Spatial-Temporal Graphs for Active Speaker Detection
European Conference on Computer Vision (ECCV), 2022
Kyle Min
Sourya Roy
Subarna Tripathi
T. Guha
Somdeb Majumdar
304
59
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
211
16
0
30 Jun 2022
PrivHAR: Recognizing Human Actions From Privacy-preserving Lens
European Conference on Computer Vision (ECCV), 2022
Carlos Hinojosa
M. Márquez
Henry Arguello
Ehsan Adeli
L. Fei-Fei
Juan Carlos Niebles
PICV
294
28
0
08 Jun 2022
Is my Driver Observation Model Overconfident? Input-guided Calibration Networks for Reliable and Interpretable Confidence Estimates
Alina Roitberg
Kunyu Peng
David Schneider
Kailun Yang
Marios Koulakis
Manuel Martínez
Rainer Stiefelhagen
UQCV
167
9
0
10 Apr 2022
Predicting Knee Osteoarthritis Progression from Structural MRI using Deep Learning
IEEE International Symposium on Biomedical Imaging (ISBI), 2022
E. Panfilov
S. Saarakkala
M. Nieminen
A. Tiulpin
MedIm
327
16
0
26 Jan 2022
Efficient Action Recognition Using Confidence Distillation
Shervin Manzuri Shalmani
Fei Chiang
Ronghuo Zheng
389
8
0
05 Sep 2021
LIGAR: Lightweight General-purpose Action Recognition
Evgeny Izutov
173
4
0
30 Aug 2021
How to Design a Three-Stage Architecture for Audio-Visual Active Speaker Detection in the Wild
IEEE International Conference on Computer Vision (ICCV), 2021
Okan Kopuklu
Maja Taseska
Gerhard Rigoll
3DV
284
59
0
07 Jun 2021
Continual 3D Convolutional Neural Networks for Real-time Processing of Videos
European Conference on Computer Vision (ECCV), 2021
Lukas Hedegaard
Alexandros Iosifidis
3DPC
362
19
0
31 May 2021
PLSM: A Parallelized Liquid State Machine for Unintentional Action Detection
IEEE Transactions on Emerging Topics in Computing (TETC), 2021
Dipayan Das
Saumik Bhattacharya
Umapada Pal
S. Chanda
251
10
0
06 May 2021
FrameExit: Conditional Early Exiting for Efficient Video Recognition
Computer Vision and Pattern Recognition (CVPR), 2021
Amir Ghodrati
B. Bejnordi
A. Habibian
345
104
0
27 Apr 2021
Skimming and Scanning for Untrimmed Video Action Recognition
Yunyan Hong
Ailing Zeng
Min Li
Cewu Lu
Li Jiang
Qiang Xu
210
0
0
21 Apr 2021
Beyond Short Clips: End-to-End Video-Level Learning with Collaborative Memories
Computer Vision and Pattern Recognition (CVPR), 2021
Xitong Yang
Haoqi Fan
Lorenzo Torresani
L. Davis
Heng Wang
VLM
228
24
0
02 Apr 2021
RANP: Resource Aware Neuron Pruning at Initialization for 3D CNNs
International Conference on 3D Vision (3DV), 2020
Zhiwei Xu
Thalaiyasingam Ajanthan
Vibhav Vineet
Leonid Sigal
246
6
0
09 Feb 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
324
215
0
11 Dec 2020
COVID-MTL: Multitask Learning with Shift3D and Random-weighted Loss for Automated Diagnosis and Severity Assessment of COVID-19
Pattern Recognition (Pattern Recognit.), 2020
Guoqing Bao
Huai Chen
Tongliang Liu
G. Gong
Yong Yin
Lisheng Wang
Xiuying Wang
484
28
0
10 Dec 2020
Diverse Temporal Aggregation and Depthwise Spatiotemporal Factorization for Efficient Video Classification
IEEE Access (IEEE Access), 2020
Youngwan Lee
Hyungil Kim
Kimin Yun
Jinyoung Moon
305
14
0
01 Dec 2020
Patch-VQ: 'Patching Up' the Video Quality Problem
Computer Vision and Pattern Recognition (CVPR), 2020
Zhenqiang Ying
Maniratnam Mandal
Deepti Ghadiyaram
AI Facebook
472
235
0
27 Nov 2020
WHO 2016 subtyping and automated segmentation of glioma using multi-task deep learning
S. V. D. Voort
Fatih Incekara
M. Wijnenga
G. Kapsas
R. Gahrmann
...
A. Vincent
W. Niessen
M. Bent
M. Smits
S. Klein
162
7
0
09 Oct 2020
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