Weakly supervised learning of actions from transcripts

7 October 2016

Juergen Gall

Papers citing "Weakly supervised learning of actions from transcripts"

36 / 36 papers shown

Title
Hierarchical Vector Quantization for Unsupervised Action Segmentation Federico Spurio Emad Bahrami Gianpiero Francesca Juergen Gall 44 0 0 23 Dec 2024
Leveraging Surgical Activity Grammar for Primary Intention Prediction in Laparoscopy Procedures Jie Zhang Song Zhou Yiwei Wang Chidan Wan Huan Zhao Xiong Cai Han Ding 33 0 0 29 Sep 2024
Activity Grammars for Temporal Action Segmentation Dayoung Gong Joonseok Lee Deunsol Jung Suha Kwak Minsu Cho 50 7 0 07 Dec 2023
Leveraging triplet loss for unsupervised action segmentation Elena Belén Bueno-Benito Biel Tura Vecino Mariella Dimiccoli 30 7 0 13 Apr 2023
Temporal Segment Transformer for Action Segmentation Zhichao Liu Leshan Wang Desen Zhou Jian Wang Songyang Zhang Yang Bai Errui Ding Rui Fan ViT 27 4 0 25 Feb 2023
Distill and Collect for Semi-Supervised Temporal Action Segmentation Sovan Biswas A. Rhodes R. Manuvinakurike G. Raffa R. Beckwith 32 0 0 02 Nov 2022
Temporal Action Segmentation: An Analysis of Modern Techniques Guodong Ding Fadime Sener Angela Yao 49 75 0 19 Oct 2022
Robust Action Segmentation from Timestamp Supervision Yaser Souri Yazan Abu Farha Emad Bahrami Gianpiero Francesca Juergen Gall 27 6 0 12 Oct 2022
Leveraging Action Affinity and Continuity for Semi-supervised Temporal Action Segmentation Guodong Ding Angela Yao 34 17 0 18 Jul 2022
Timestamp-Supervised Action Segmentation with Graph Convolutional Networks Hamza Khan S. Haresh Awais Ahmed Shakeeb Siddiqui Andrey Konin Mohammad Zeeshan Quoc-Huy Tran 27 22 0 30 Jun 2022
RF-Next: Efficient Receptive Field Search for Convolutional Neural Networks Shanghua Gao Zhong-Yu Li Qi Han Ming-Ming Cheng Liang Wang 39 34 0 14 Jun 2022
Do we really need temporal convolutions in action segmentation? Dazhao Du Fuchun Sun Yu Li Zhongang Qi Hui Xiong Ying Shan ViT 34 16 0 26 May 2022
SVIP: Sequence VerIfication for Procedures in Videos Yichen Qian Weixin Luo Dongze Lian Xu Tang P. Zhao Shenghua Gao ViT 29 17 0 13 Dec 2021
ASFormer: Transformer for Action Segmentation Fangqiu Yi Hongyu Wen Tingting Jiang ViT 79 173 0 16 Oct 2021
Deep Learning-based Action Detection in Untrimmed Videos: A Survey Elahe Vahdani Yingli Tian 52 60 0 30 Sep 2021
Temporal Action Segmentation with High-level Complex Activity Labels Guodong Ding Angela Yao 33 18 0 15 Aug 2021
Unsupervised Action Segmentation by Joint Representation Learning and Online Clustering Sateesh Kumar S. Haresh Awais Ahmed Andrey Konin M. Zia Quoc-Huy Tran SSL 27 47 0 27 May 2021
Unsupervised Discriminative Embedding for Sub-Action Learning in Complex Activities S. Swetha Hilde Kuehne Yogesh S Rawat M. Shah 27 16 0 30 Apr 2021
Temporal Action Segmentation from Timestamp Supervision Zhe Li Yazan Abu Farha Juergen Gall 18 81 0 11 Mar 2021
Deep Analysis of CNN-based Spatio-temporal Representations for Action Recognition Chun-Fu Chen Yikang Shen K. Ramakrishnan Rogerio Feris J. M. Cohn A. Oliva Quanfu Fan 23 95 0 22 Oct 2020
Learning to Segment Actions from Observation and Narration Daniel Fried Jean-Baptiste Alayrac Phil Blunsom Chris Dyer S. Clark Aida Nematzadeh 33 31 0 07 May 2020
Set-Constrained Viterbi for Set-Supervised Action Segmentation Jun Li S. Todorovic 30 51 0 27 Feb 2020
Action Graphs: Weakly-supervised Action Localization with Graph Convolution Networks M. Rashid Hedvig Kjellström Yong Jae Lee WSOL GNN 19 46 0 04 Feb 2020
Weakly Supervised Energy-Based Learning for Action Segmentation Jun Li Peng Lei S. Todorovic 22 89 0 28 Sep 2019
A Hybrid RNN-HMM Approach for Weakly Supervised Temporal Action Segmentation Hilde Kuehne Alexander Richard Juergen Gall 27 82 0 03 Jun 2019
Frontal Low-rank Random Tensors for Fine-grained Action Segmentation Yan Zhang Krikamol Muandet Qianli Ma Heiko Neumann Siyu Tang 37 3 0 03 Jun 2019
Unsupervised learning of action classes with continuous temporal embedding Anna Kukleva Hilde Kuehne Fadime Sener Juergen Gall 27 107 0 08 Apr 2019
RefineLoc: Iterative Refinement for Weakly-Supervised Action Localization Alejandro Pardo Humam Alwassel Fabian Caba Heilbron Ali K. Thabet Guohao Li 40 52 0 30 Mar 2019
Cross-task weakly supervised learning from instructional videos Dimitri Zhukov Jean-Baptiste Alayrac R. G. Cinbis David Fouhey Ivan Laptev Josef Sivic SSL 25 243 0 19 Mar 2019
MS-TCN: Multi-Stage Temporal Convolutional Network for Action Segmentation Yazan Abu Farha Juergen Gall 28 651 0 05 Mar 2019
D3TW: Discriminative Differentiable Dynamic Time Warping for Weakly Supervised Action Alignment and Segmentation C. Chang De-An Huang Yanan Sui Li Fei-Fei Juan Carlos Niebles 22 156 0 09 Jan 2019
Step-by-step Erasion, One-by-one Collection: A Weakly Supervised Temporal Action Detector Jia-Xing Zhong Nannan Li Weijie Kong Zhang Tao Thomas H. Li Ge Li 14 93 0 09 Jul 2018
Weakly-Supervised Action Segmentation with Iterative Soft Boundary Assignment Li Ding Chenliang Xu 30 180 0 28 Mar 2018
Action Sets: Weakly Supervised Action Segmentation without Ordering Constraints Alexander Richard Hilde Kuehne Juergen Gall 32 1 0 02 Jun 2017
Weakly Supervised Action Learning with RNN based Fine-to-coarse Modeling Alexander Richard Hilde Kuehne Juergen Gall 34 195 0 23 Mar 2017
UntrimmedNets for Weakly Supervised Action Recognition and Detection Limin Wang Yuanjun Xiong Dahua Lin Luc Van Gool 30 490 0 09 Mar 2017