Weakly Supervised Action Learning with RNN based Fine-to-coarse Modeling

23 March 2017

Juergen Gall

Papers citing "Weakly Supervised Action Learning with RNN based Fine-to-coarse Modeling"

50 / 111 papers shown

Title
Unsupervised Discriminative Embedding for Sub-Action Learning in Complex Activities S. Swetha Hilde Kuehne Y. S. Rawat M. Shah 27 16 0 30 Apr 2021
Multimodal Clustering Networks for Self-supervised Learning from Unlabeled Videos Brian Chen Andrew Rouditchenko Kevin Duarte Hilde Kuehne Samuel Thomas ... Rogerio Feris David F. Harwath James R. Glass M. Picheny Shih-Fu Chang SSL 36 89 0 26 Apr 2021
Action Segmentation with Mixed Temporal Domain Adaptation Min-Hung Chen Baopu Li Yingze Bao Ghassan AlRegib 19 29 0 15 Apr 2021
Action Shuffle Alternating Learning for Unsupervised Action Segmentation Jun Li S. Todorovic 36 40 0 05 Apr 2021
Anchor-Constrained Viterbi for Set-Supervised Action Segmentation Jun Li S. Todorovic 11 18 0 05 Apr 2021
Temporally-Weighted Hierarchical Clustering for Unsupervised Action Segmentation M. Sarfraz Naila Murray Vivek Sharma Ali Diba Luc Van Gool Rainer Stiefelhagen 26 69 0 20 Mar 2021
Learning Discriminative Prototypes with Dynamic Time Warping Xiaobin Chang Frederick Tung Greg Mori AI4TS 24 31 0 17 Mar 2021
Temporal Action Segmentation from Timestamp Supervision Zhe Li Yazan Abu Farha Juergen Gall 18 81 0 11 Mar 2021
Global2Local: Efficient Structure Search for Video Action Segmentation Shanghua Gao Qi Han Zhong-Yu Li Pai Peng Liang Wang Ming-Ming Cheng EgoV 86 73 0 04 Jan 2021
Multi-shot Temporal Event Localization: a Benchmark Xiaolong Liu Yao Hu S. Bai Fei Ding X. Bai Philip H. S. Torr 44 81 0 17 Dec 2020
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 35 184 0 11 Dec 2020
D2-Net: Weakly-Supervised Action Localization via Discriminative Embeddings and Denoised Activations Sanath Narayan Hisham Cholakkal Munawar Hayat F. Khan Ming-Hsuan Yang Ling Shao 19 54 0 11 Dec 2020
Action Duration Prediction for Segment-Level Alignment of Weakly-Labeled Videos Reza Ghoddoosian S. Sayed V. Athitsos AI4TS 14 7 0 20 Nov 2020
Unsupervised Video Representation Learning by Bidirectional Feature Prediction Nadine Behrmann Juergen Gall M. Noroozi SSL MDE 22 29 0 11 Nov 2020
Long-Term Anticipation of Activities with Cycle Consistency Yazan Abu Farha Qiuhong Ke Bernt Schiele Juergen Gall AI4TS 17 41 0 02 Sep 2020
Alleviating Over-segmentation Errors by Detecting Action Boundaries Yuchi Ishikawa Seito Kasai Y. Aoki Hirokatsu Kataoka 14 137 0 14 Jul 2020
MS-TCN++: Multi-Stage Temporal Convolutional Network for Action Segmentation Shijie Li Yazan Abu Farha Yun-Hai Liu Mingg-Ming Cheng Juergen Gall 14 31 0 16 Jun 2020
Temporal Aggregate Representations for Long-Range Video Understanding Fadime Sener Dipika Singhania Angela Yao AI4TS 25 7 0 01 Jun 2020
Intra- and Inter-Action Understanding via Temporal Action Parsing Dian Shao Yue Zhao Bo Dai Dahua Lin 14 70 0 20 May 2020
On Evaluating Weakly Supervised Action Segmentation Methods Yaser Souri Alexander Richard Luca Minciullo Juergen Gall 6 7 0 19 May 2020
Learning to Segment Actions from Observation and Narration Daniel Fried Jean-Baptiste Alayrac Phil Blunsom Chris Dyer S. Clark Aida Nematzadeh 23 31 0 07 May 2020
Spatio-Temporal Event Segmentation and Localization for Wildlife Extended Videos R. Mounir R. Gula J. Theuerkauf Sudeep Sarkar 12 0 0 05 May 2020
Event detection in coarsely annotated sports videos via parallel multi receptive field 1D convolutions Kanav Vats M. Fani Pascale Walters David A Clausi John S. Zelek AI4TS 9 37 0 13 Apr 2020
SCT: Set Constrained Temporal Transformer for Set Supervised Action Segmentation Mohsen Fayyaz Juergen Gall ViT 9 70 0 31 Mar 2020
Action Segmentation with Joint Self-Supervised Temporal Domain Adaptation Min-Hung Chen Baopu Li Sid Ying-Ze Bao G. Al-Regib Z. Kira TTA 6 121 0 05 Mar 2020
Set-Constrained Viterbi for Set-Supervised Action Segmentation Jun Li S. Todorovic 19 50 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
Joint Visual-Temporal Embedding for Unsupervised Learning of Actions in Untrimmed Sequences Rosaura G. VidalMata Walter J. Scheirer Anna Kukleva David D. Cox Hilde Kuehne 14 49 0 29 Jan 2020
Weakly Supervised Temporal Action Localization Using Deep Metric Learning Ashraful Islam Richard J. Radke 19 46 0 21 Jan 2020
Discovering Latent Classes for Semi-Supervised Semantic Segmentation Olga Zatsarynna Johann Sawatzky Juergen Gall 28 1 0 30 Dec 2019
Predicting the Politics of an Image Using Webly Supervised Data Christopher Thomas Adriana Kovashka SSL 19 21 0 31 Oct 2019
Towards Train-Test Consistency for Semi-supervised Temporal Action Localization Xudong Lin Zheng Shou Shih-Fu Chang 23 2 0 24 Oct 2019
Weakly Supervised Energy-Based Learning for Action Segmentation Jun Li Peng Lei S. Todorovic 14 89 0 28 Sep 2019
Forecasting Future Action Sequences with Neural Memory Networks Harshala Gammulle Simon Denman S. Sridharan Clinton Fookes AI4TS 19 34 0 20 Sep 2019
Uncertainty-Aware Anticipation of Activities Yazan Abu Farha Juergen Gall 21 46 0 26 Aug 2019
3C-Net: Category Count and Center Loss for Weakly-Supervised Action Localization Sanath Narayan Hisham Cholakkal F. Khan Ling Shao 3DPC 11 153 0 22 Aug 2019
HowTo100M: Learning a Text-Video Embedding by Watching Hundred Million Narrated Video Clips Antoine Miech Dimitri Zhukov Jean-Baptiste Alayrac Makarand Tapaswi Ivan Laptev Josef Sivic VGen 27 1,173 0 07 Jun 2019
A Hybrid RNN-HMM Approach for Weakly Supervised Temporal Action Segmentation Hilde Kuehne Alexander Richard Juergen Gall 19 82 0 03 Jun 2019
Mining YouTube - A dataset for learning fine-grained action concepts from webly supervised video data Hilde Kuehne Ahsan Iqbal Alexander Richard Juergen Gall 14 17 0 03 Jun 2019
Weakly-Supervised Temporal Localization via Occurrence Count Learning Julien Schroeter K. Sidorov David Marshall 9 12 0 17 May 2019
Action Recognition from Single Timestamp Supervision in Untrimmed Videos Davide Moltisanti Sanja Fidler Dima Damen 22 61 0 09 Apr 2019
Unsupervised learning of action classes with continuous temporal embedding Anna Kukleva Hilde Kuehne Fadime Sener Juergen Gall 19 107 0 08 Apr 2019
Fast Weakly Supervised Action Segmentation Using Mutual Consistency Yaser Souri Mohsen Fayyaz Luca Minciullo Gianpiero Francesca Juergen Gall 11 52 0 05 Apr 2019
RefineLoc: Iterative Refinement for Weakly-Supervised Action Localization Alejandro Pardo Humam Alwassel Fabian Caba Heilbron Ali K. Thabet Bernard Ghanem 32 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 17 241 0 19 Mar 2019
MS-TCN: Multi-Stage Temporal Convolutional Network for Action Segmentation Yazan Abu Farha Juergen Gall 28 650 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
Zero-Shot Anticipation for Instructional Activities Fadime Sener Angela Yao LM&Ro 23 68 0 06 Dec 2018
A Perceptual Prediction Framework for Self Supervised Event Segmentation Sathyanarayanan N. Aakur Sudeep Sarkar 11 69 0 12 Nov 2018
Learning to Localize and Align Fine-Grained Actions to Sparse Instructions Meera Hahn Nataniel Ruiz Jean-Baptiste Alayrac Ivan Laptev James M. Rehg 11 6 0 22 Sep 2018