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MS-TCN: Multi-Stage Temporal Convolutional Network for Action
  Segmentation
v1v2 (latest)

MS-TCN: Multi-Stage Temporal Convolutional Network for Action Segmentation

Computer Vision and Pattern Recognition (CVPR), 2019
5 March 2019
Yazan Abu Farha
Juergen Gall
ArXiv (abs)PDFHTML

Papers citing "MS-TCN: Multi-Stage Temporal Convolutional Network for Action Segmentation"

50 / 337 papers shown
End-to-End Streaming Video Temporal Action Segmentation with Reinforce
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End-to-End Streaming Video Temporal Action Segmentation with Reinforce LearningIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023
Jinrong Zhang
Wu Wen
Sheng-lan Liu
Yunheng Li
Qifeng Li
Lin Feng
349
0
0
27 Sep 2023
VidChapters-7M: Video Chapters at Scale
VidChapters-7M: Video Chapters at ScaleNeural Information Processing Systems (NeurIPS), 2023
Antoine Yang
Arsha Nagrani
Ivan Laptev
Josef Sivic
Cordelia Schmid
VGen
248
40
0
25 Sep 2023
Action Segmentation Using 2D Skeleton Heatmaps and Multi-Modality Fusion
Action Segmentation Using 2D Skeleton Heatmaps and Multi-Modality FusionIEEE International Conference on Robotics and Automation (ICRA), 2023
Syed Waleed Hyder
Muhammad Usama
Anas Zafar
Muhammad Naufil
Fawad Javed Fateh
Andrey Konin
M. Zia
Quoc-Huy Tran
451
8
0
12 Sep 2023
OTAS: Unsupervised Boundary Detection for Object-Centric Temporal Action
  Segmentation
OTAS: Unsupervised Boundary Detection for Object-Centric Temporal Action SegmentationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Yuerong Li
Zhengrong Xue
Huazhe Xu
259
9
0
12 Sep 2023
Self-supervised Extraction of Human Motion Structures via Frame-wise
  Discrete Features
Self-supervised Extraction of Human Motion Structures via Frame-wise Discrete Features
Tetsuya Abe
Ryusuke Sagawa
Ko Ayusawa
Wataru Takano
209
1
0
12 Sep 2023
Prompt-enhanced Hierarchical Transformer Elevating Cardiopulmonary
  Resuscitation Instruction via Temporal Action Segmentation
Prompt-enhanced Hierarchical Transformer Elevating Cardiopulmonary Resuscitation Instruction via Temporal Action Segmentation
Yang Liu
Xiao-Yu Zhong
Shiyao Zhai
Zhicheng Du
Zhenyuan Gao
...
V. Pandey
Sanyang Han
Runming Wang
Yuxing Han
Peiwu Qin
MedIm
280
9
0
31 Aug 2023
BIT: Bi-Level Temporal Modeling for Efficient Supervised Action
  Segmentation
BIT: Bi-Level Temporal Modeling for Efficient Supervised Action Segmentation
Zijia Lu
Ehsan Elhamifar
229
3
0
28 Aug 2023
How Much Temporal Long-Term Context is Needed for Action Segmentation?
How Much Temporal Long-Term Context is Needed for Action Segmentation?IEEE International Conference on Computer Vision (ICCV), 2023
Emad Bahrami Rad
Gianpiero Francesca
Juergen Gall
ViT
245
46
0
22 Aug 2023
A Novel Temporal Multi-Gate Mixture-of-Experts Approach for Vehicle
  Trajectory and Driving Intention Prediction
A Novel Temporal Multi-Gate Mixture-of-Experts Approach for Vehicle Trajectory and Driving Intention PredictionIEEE Transactions on Intelligent Vehicles (TIV), 2023
Renteng Yuan
Mohamed Abdel-Aty
Q. Xiang
Zijin Wang
Xin Gu
277
18
0
01 Aug 2023
Every Mistake Counts in Assembly
Every Mistake Counts in Assembly
Guodong Ding
Fadime Sener
Shugao Ma
Angela Yao
227
19
0
31 Jul 2023
Learning Multi-modal Representations by Watching Hundreds of Surgical Video Lectures
Learning Multi-modal Representations by Watching Hundreds of Surgical Video Lectures
Kun Yuan
V. Srivastav
Tong Yu
Joël L. Lavanchy
J. Marescaux
Pietro Mascagni
Nassir Navab
N. Padoy
727
46
0
27 Jul 2023
Actor-agnostic Multi-label Action Recognition with Multi-modal Query
Actor-agnostic Multi-label Action Recognition with Multi-modal Query
Anindya Mondal
Sauradip Nag
J. Prada
Xiatian Zhu
Anjan Dutta
273
14
0
20 Jul 2023
TUNeS: A Temporal U-Net with Self-Attention for Video-based Surgical
  Phase Recognition
TUNeS: A Temporal U-Net with Self-Attention for Video-based Surgical Phase RecognitionIEEE Transactions on Biomedical Engineering (IEEE Trans. Biomed. Eng.), 2023
Isabel Funke
Dominik Rivoir
Stefanie Krell
Stefanie Speidel
402
11
0
19 Jul 2023
Free-Form Composition Networks for Egocentric Action Recognition
Free-Form Composition Networks for Egocentric Action Recognition
Haoran Wang
Qinghua Cheng
Baosheng Yu
Yibing Zhan
Dapeng Tao
Liang Ding
Haibin Ling
EgoV
327
2
0
13 Jul 2023
HA-ViD: A Human Assembly Video Dataset for Comprehensive Assembly
  Knowledge Understanding
HA-ViD: A Human Assembly Video Dataset for Comprehensive Assembly Knowledge UnderstandingNeural Information Processing Systems (NeurIPS), 2023
Hao Zheng
R. Lee
Yuqian Lu
VGen
113
23
0
09 Jul 2023
Evaluating the Task Generalization of Temporal Convolutional Networks
  for Surgical Gesture and Motion Recognition using Kinematic Data
Evaluating the Task Generalization of Temporal Convolutional Networks for Surgical Gesture and Motion Recognition using Kinematic DataIEEE Robotics and Automation Letters (RA-L), 2023
Kay Hutchinson
Ian Reyes
Zongyu Li
H. Alemzadeh
217
8
0
28 Jun 2023
A spatio-temporal network for video semantic segmentation in surgical
  videos
A spatio-temporal network for video semantic segmentation in surgical videosInternational Journal of Computer Assisted Radiology and Surgery (IJCARS), 2023
M. Grammatikopoulou
Ricardo Sánchez-Matilla
Felix J. S. Bragman
David Owen
Lucy H Culshaw
K. Kerr
Danail Stoyanov
Imanol Luengo
185
28
0
19 Jun 2023
Self-Knowledge Distillation for Surgical Phase Recognition
Self-Knowledge Distillation for Surgical Phase RecognitionInternational Journal of Computer Assisted Radiology and Surgery (IJCARS), 2023
Jinglu Zhang
S. Barbarisi
A. Kadkhodamohammadi
Danail Stoyanov
Imanol Luengo
163
7
0
15 Jun 2023
SF-TMN: SlowFast Temporal Modeling Network for Surgical Phase
  Recognition
SF-TMN: SlowFast Temporal Modeling Network for Surgical Phase RecognitionInternational Journal of Computer Assisted Radiology and Surgery (IJCARS), 2023
Bokai Zhang
Mohammad Hasan Sarhan
Bharti Goel
Svetlana Petculescu
A. Ghanem
190
13
0
15 Jun 2023
Semantic Parsing of Colonoscopy Videos with Multi-Label Temporal
  Networks
Semantic Parsing of Colonoscopy Videos with Multi-Label Temporal Networks
Ori Kelner
Or Weinstein
Ehud Rivlin
Roman Goldenberg
MedIm
123
3
0
12 Jun 2023
Permutation-Aware Action Segmentation via Unsupervised Frame-to-Segment Alignment
Permutation-Aware Action Segmentation via Unsupervised Frame-to-Segment AlignmentIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Quoc-Huy Tran
A. Mehmood
Muhammad Ahmed
Muhammad Naufil
Ana Zafar
Andrey Konin
M. Zia
ViT
420
19
0
31 May 2023
PoCaPNet: A Novel Approach for Surgical Phase Recognition Using Speech
  and X-Ray Images
PoCaPNet: A Novel Approach for Surgical Phase Recognition Using Speech and X-Ray ImagesInterspeech (Interspeech), 2023
Kubilay Can Demir
Tobias Weise
M. May
Axel Schmid
Andreas Maier
Seung Hee Yang
158
1
0
25 May 2023
Metrics Matter in Surgical Phase Recognition
Metrics Matter in Surgical Phase Recognition
Isabel Funke
Dominik Rivoir
Stefanie Speidel
153
16
0
23 May 2023
Full Resolution Repetition Counting
Full Resolution Repetition CountingInternational Conference on Intelligent Robotics and Applications (ICIRA), 2023
Jianing Li
Bowen Chen
Zhiyong Wang
Honghai Liu
179
6
0
23 May 2023
VideoLLM: Modeling Video Sequence with Large Language Models
VideoLLM: Modeling Video Sequence with Large Language Models
Guo Chen
Yin-Dong Zheng
Jiahao Wang
Jilan Xu
Yifei Huang
...
Yi Wang
Yali Wang
Yu Qiao
Tong Lu
Limin Wang
MLLM
264
114
0
22 May 2023
Enhancing Transformer Backbone for Egocentric Video Action Segmentation
Enhancing Transformer Backbone for Egocentric Video Action Segmentation
Sakib Reza
Balaji Sundareshan
Mohsen Moghaddam
Mario Sznaier
ViT
223
4
0
19 May 2023
LoViT: Long Video Transformer for Surgical Phase Recognition
LoViT: Long Video Transformer for Surgical Phase Recognition
Yang Liu
Maxence Boels
Luis C. Garcia-Peraza-Herrera
Tom Vercauteren
P. Dasgupta
Alejandro Granados
Sebastien Ourselin
338
66
0
15 May 2023
A Mountain-Shaped Single-Stage Network for Accurate Image Restoration
A Mountain-Shaped Single-Stage Network for Accurate Image RestorationThe Visual Computer (TVC), 2023
Huiyu Gao
J. Yang
Ying Zhang
Ning Wang
Jing Yang
Depeng Dang
149
24
0
09 May 2023
Lane Change Intention Recognition and Vehicle Status Prediction for
  Autonomous Vehicles
Lane Change Intention Recognition and Vehicle Status Prediction for Autonomous Vehicles
Renteng Yuan
Mohamed Abdel-Aty
Xin Gu
Ou Zheng
Q. Xiang
137
2
0
25 Apr 2023
Leveraging triplet loss for unsupervised action segmentation
Leveraging triplet loss for unsupervised action segmentation
Elena Belén Bueno-Benito
Biel Tura Vecino
Mariella Dimiccoli
152
12
0
13 Apr 2023
Therbligs in Action: Video Understanding through Motion Primitives
Therbligs in Action: Video Understanding through Motion PrimitivesComputer Vision and Pattern Recognition (CVPR), 2023
Eadom Dessalene
Michael Maynord
Cornelia Fermuller
Yiannis Aloimonos
188
11
0
06 Apr 2023
DIR-AS: Decoupling Individual Identification and Temporal Reasoning for
  Action Segmentation
DIR-AS: Decoupling Individual Identification and Temporal Reasoning for Action Segmentation
Peiyao Wang
Haibin Ling
138
3
0
04 Apr 2023
Diffusion Action Segmentation
Diffusion Action SegmentationIEEE International Conference on Computer Vision (ICCV), 2023
Dao-jun Liu
Qiyue Li
A. Dinh
Ting Jiang
Mubarak Shah
Chan Xu
VGenDiffM
297
101
0
31 Mar 2023
IRIS: Interpretable Rubric-Informed Segmentation for Action Quality
  Assessment
IRIS: Interpretable Rubric-Informed Segmentation for Action Quality AssessmentInternational Conference on Intelligent User Interfaces (IUI), 2023
Hitoshi Matsuyama
Nobuo Kawaguchi
Brian Y. Lim
128
11
0
16 Mar 2023
TemporalMaxer: Maximize Temporal Context with only Max Pooling for
  Temporal Action Localization
TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action Localization
Tuan N. Tang
Kwonyoung Kim
Kwanghoon Sohn
283
40
0
16 Mar 2023
MS-TCRNet: Multi-Stage Temporal Convolutional Recurrent Networks for
  Action Segmentation Using Sensor-Augmented Kinematics
MS-TCRNet: Multi-Stage Temporal Convolutional Recurrent Networks for Action Segmentation Using Sensor-Augmented KinematicsPattern Recognition (Pattern Recogn.), 2023
Adam Goldbraikh
Omer Shubi
Or Rubin
Carla M. Pugh
S. Laufer
MedIm
170
4
0
14 Mar 2023
TAEC: Unsupervised Action Segmentation with Temporal-Aware Embedding and
  Clustering
TAEC: Unsupervised Action Segmentation with Temporal-Aware Embedding and Clustering
Wei Lin
Anna Kukleva
Horst Possegger
Hilde Kuehne
Horst Bischof
202
3
0
09 Mar 2023
Temporal Segment Transformer for Action Segmentation
Temporal Segment Transformer for Action Segmentation
Zhichao Liu
Leshan Wang
Desen Zhou
Jian Wang
Songyang Zhang
Yang Bai
Errui Ding
Rui Fan
ViT
218
5
0
25 Feb 2023
Weakly Supervised Temporal Convolutional Networks for Fine-grained
  Surgical Activity Recognition
Weakly Supervised Temporal Convolutional Networks for Fine-grained Surgical Activity RecognitionIEEE Transactions on Medical Imaging (TMI), 2023
Sanat Ramesh
Diego DallÁlba
Cristians Gonzalez
Tong Yu
Pietro Mascagni
Didier Mutter
J. Marescaux
Paolo Fiorini
N. Padoy
MedIm
237
8
0
21 Feb 2023
Weakly-supervised Representation Learning for Video Alignment and
  Analysis
Weakly-supervised Representation Learning for Video Alignment and AnalysisIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Guy Bar-Shalom
G. Leifman
Michael Elad
Ehud Rivlin
216
3
0
08 Feb 2023
PrecTime: A Deep Learning Architecture for Precise Time Series
  Segmentation in Industrial Manufacturing Operations
PrecTime: A Deep Learning Architecture for Precise Time Series Segmentation in Industrial Manufacturing OperationsEngineering applications of artificial intelligence (Eng. Appl. Artif. Intell.), 2023
S. Gaugel
M. Reichert
AI4TS
185
27
0
27 Jan 2023
Generic Event Boundary Detection in Video with Pyramid Features
Generic Event Boundary Detection in Video with Pyramid Features
V. Huynh
Hyung-Jeong Yang
Gueesang Lee
Soo-Hyung Kim
199
3
0
11 Jan 2023
Timestamp-Supervised Action Segmentation from the Perspective of
  Clustering
Timestamp-Supervised Action Segmentation from the Perspective of ClusteringInternational Joint Conference on Artificial Intelligence (IJCAI), 2022
Dazhao Du
Enhan Li
Hui Xiong
Jianwei Niu
Gang Hua
248
8
0
22 Dec 2022
C2F-TCN: A Framework for Semi and Fully Supervised Temporal Action
  Segmentation
C2F-TCN: A Framework for Semi and Fully Supervised Temporal Action SegmentationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Dipika Singhania
R. Rahaman
Angela Yao
193
45
0
20 Dec 2022
Tencent AVS: A Holistic Ads Video Dataset for Multi-modal Scene
  Segmentation
Tencent AVS: A Holistic Ads Video Dataset for Multi-modal Scene SegmentationIEEE Access (IEEE Access), 2022
Jie Jiang
Zhimin Li
Jiangfeng Xiong
Rongwei Quan
Qinglin Lu
Wei Liu
199
3
0
09 Dec 2022
Multi-Modal Few-Shot Temporal Action Detection
Multi-Modal Few-Shot Temporal Action Detection
Sauradip Nag
Mengmeng Xu
Xiatian Zhu
Juan-Manuel Perez-Rua
Guohao Li
Yi-Zhe Song
Tao Xiang
VLM
212
8
0
27 Nov 2022
Hand Guided High Resolution Feature Enhancement for Fine-Grained Atomic
  Action Segmentation within Complex Human Assemblies
Hand Guided High Resolution Feature Enhancement for Fine-Grained Atomic Action Segmentation within Complex Human Assemblies
Matthew Kent Myers
Nick Wright
Stephen McGough
Nicholas Martin
132
2
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24 Nov 2022
Egocentric Hand-object Interaction Detection
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Yao Lu
Yanan Liu
189
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16 Nov 2022
Using Hand Pose Estimation To Automate Open Surgery Training Feedback
Using Hand Pose Estimation To Automate Open Surgery Training FeedbackInternational Journal of Computer Assisted Radiology and Surgery (IJCARS), 2022
Eddie Bkheet
Anne-Lise D. D’Angelo
Adam Goldbraikh
S. Laufer
260
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13 Nov 2022
NeuroCERIL: Robotic Imitation Learning via Hierarchical Cause-Effect
  Reasoning in Programmable Attractor Neural Networks
NeuroCERIL: Robotic Imitation Learning via Hierarchical Cause-Effect Reasoning in Programmable Attractor Neural NetworksInternational Journal of Social Robotics (JSR), 2022
Gregory P. Davis
Garrett E. Katz
R. Gentili
J. Reggia
NAI
174
1
0
11 Nov 2022
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