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
Pose-Aware Weakly-Supervised Action Segmentation Seth Z. Zhao Reza Ghoddoosian Isht Dwivedi Nakul Agarwal Behzad Dariush 34 0 0 08 Apr 2025
Improving action segmentation via explicit similarity measurement Kamel Aouaidjia Wenhao Zhang Aofan Li Chongsheng Zhang 44 0 0 15 Feb 2025
Hierarchical Vector Quantization for Unsupervised Action Segmentation Federico Spurio Emad Bahrami Gianpiero Francesca Juergen Gall 44 0 0 23 Dec 2024
Human Action Anticipation: A Survey Bolin Lai Sam Toyer Tushar Nagarajan Rohit Girdhar S. Zha James M. Rehg Kris M. Kitani Kristen Grauman Ruta Desai Miao Liu AI4TS 41 1 0 17 Oct 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 28 0 0 29 Sep 2024
Causal Temporal Representation Learning with Nonstationary Sparse Transition Xiangchen Song Zijian Li Guangyi Chen Yujia Zheng Yewen Fan Xinshuai Dong Kun Zhang CML 36 2 0 05 Sep 2024
Semantically Guided Representation Learning For Action Anticipation Anxhelo Diko D. Avola Bardh Prenkaj Federico Fontana Luigi Cinque AI4TS 43 2 0 02 Jul 2024
Unsupervised Work Behavior Pattern Extraction Based on Hierarchical Probabilistic Model Issei Saito Tomoaki Nakamura Toshiyuki Hatta Wataru Fujita Shintaro Watanabe Shotaro Miwa 33 0 0 16 May 2024
Efficient and Effective Weakly-Supervised Action Segmentation via Action-Transition-Aware Boundary Alignment Angchi Xu Wei-Shi Zheng 38 4 0 28 Mar 2024
SCHEMA: State CHangEs MAtter for Procedure Planning in Instructional Videos Yulei Niu Wenliang Guo Long Chen Xudong Lin Shih-Fu Chang 52 9 0 03 Mar 2024
Activity Grammars for Temporal Action Segmentation Dayoung Gong Joonseok Lee Deunsol Jung Suha Kwak Minsu Cho 47 7 0 07 Dec 2023
Spacewalk-18: A Benchmark for Multimodal and Long-form Procedural Video Understanding in Novel Domains Rohan Myer Krishnan Zitian Tang Zhiqiu Yu Chen Sun 59 1 0 30 Nov 2023
DiffAnt: Diffusion Models for Action Anticipation Zeyun Zhong Chengzhi Wu Manuel Martin Michael Voit Juergen Gall Jürgen Beyerer DiffM VGen 20 6 0 27 Nov 2023
A Survey on Deep Learning Techniques for Action Anticipation Zeyun Zhong Manuel Martin Michael Voit Juergen Gall Jürgen Beyerer 26 7 0 29 Sep 2023
OTAS: Unsupervised Boundary Detection for Object-Centric Temporal Action Segmentation Yuerong Li Zhengrong Xue Huazhe Xu 19 4 0 12 Sep 2023
Self-supervised Extraction of Human Motion Structures via Frame-wise Discrete Features Tetsuya Abe Ryusuke Sagawa Ko Ayusawa Wataru Takano 18 1 0 12 Sep 2023
Android in the Wild: A Large-Scale Dataset for Android Device Control Christopher Rawles Alice Li Daniel Rodriguez Oriana Riva Timothy Lillicrap LM&Ro 28 143 0 19 Jul 2023
Permutation-Aware Action Segmentation via Unsupervised Frame-to-Segment Alignment Quoc-Huy Tran A. Mehmood Muhammad Ahmed Muhammad Naufil Ana Zafar Andrey Konin M. Zia ViT 33 10 0 31 May 2023
Leveraging triplet loss for unsupervised action segmentation Elena Belén Bueno-Benito Biel Tura Vecino Mariella Dimiccoli 30 7 0 13 Apr 2023
DIR-AS: Decoupling Individual Identification and Temporal Reasoning for Action Segmentation Peiyao Wang Haibin Ling 15 2 0 04 Apr 2023
TAEC: Unsupervised Action Segmentation with Temporal-Aware Embedding and Clustering Wei Lin Anna Kukleva Horst Possegger Hilde Kuehne Horst Bischof 48 2 0 09 Mar 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 47 74 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
TL;DW? Summarizing Instructional Videos with Task Relevance & Cross-Modal Saliency Medhini Narasimhan Arsha Nagrani Chen Sun Michael Rubinstein Trevor Darrell Anna Rohrbach Cordelia Schmid 20 34 0 14 Aug 2022
Weakly-Supervised Temporal Action Detection for Fine-Grained Videos with Hierarchical Atomic Actions Zhi Li Lu He Huijuan Xu 23 13 0 24 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 21 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 32 34 0 14 Jun 2022
Future Transformer for Long-term Action Anticipation Dayoung Gong Joonseok Lee Manjin Kim S. Ha Minsu Cho AI4TS 16 61 0 27 May 2022
Do we really need temporal convolutions in action segmentation? Dazhao Du Bing-Huang Su Yu Li Zhongang Qi Hui Xiong Ying Shan ViT 29 16 0 26 May 2022
P3IV: Probabilistic Procedure Planning from Instructional Videos with Weak Supervision Henghui Zhao Isma Hadji Nikita Dvornik Konstantinos G. Derpanis Richard P. Wildes Allan D. Jepson 31 45 0 04 May 2022
Weakly-Supervised Online Action Segmentation in Multi-View Instructional Videos Reza Ghoddoosian Isht Dwivedi Nakul Agarwal Chiho Choi Behzad Dariush 27 19 0 24 Mar 2022
Continuous Human Action Recognition for Human-Machine Interaction: A Review Harshala Gammulle David Ahmedt-Aristizabal Simon Denman Lachlan Tychsen-Smith L. Petersson Clinton Fookes 43 25 0 26 Feb 2022
Transformers in Action: Weakly Supervised Action Segmentation John Ridley Huseyin Coskun D. Tan Nassir Navab F. Tombari ViT 17 5 0 14 Jan 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
Exploring Temporal Granularity in Self-Supervised Video Representation Learning Rui Qian Yeqing Li Liangzhe Yuan Boqing Gong Ting Liu Matthew A. Brown Serge Belongie Ming-Hsuan Yang Hartwig Adam Huayu Chen AI4TS 61 6 0 08 Dec 2021
Weakly-guided Self-supervised Pretraining for Temporal Activity Detection Kumara Kahatapitiya Zhou Ren Haoxiang Li Zhenyu Wu Michael S. Ryoo G. Hua ViT 28 6 0 26 Nov 2021
Self-Regulated Learning for Egocentric Video Activity Anticipation Zhaobo Qi Shuhui Wang Chi Su Li Su Qingming Huang Q. Tian EgoV 47 52 0 23 Nov 2021
Hierarchical Modeling for Task Recognition and Action Segmentation in Weakly-Labeled Instructional Videos Reza Ghoddoosian S. Sayed V. Athitsos 33 15 0 12 Oct 2021
Deep Learning-based Action Detection in Untrimmed Videos: A Survey Elahe Vahdani Yingli Tian 52 60 0 30 Sep 2021
CoSeg: Cognitively Inspired Unsupervised Generic Event Segmentation Tianlin Li Jingen Liu Tao Mei Jiebo Luo 21 7 0 30 Sep 2021
Reconstructing and grounding narrated instructional videos in 3D Dimitri Zhukov Ignacio Rocco Ivan Laptev Josef Sivic Johannes L. Schnberger Bugra Tekin Marc Pollefeys 21 0 0 09 Sep 2021
Temporal Action Segmentation with High-level Complex Activity Labels Guodong Ding Angela Yao 33 18 0 15 Aug 2021
FIFA: Fast Inference Approximation for Action Segmentation Yaser Souri Yazan Abu Farha Fabien Despinoy Gianpiero Francesca Juergen Gall 43 21 0 09 Aug 2021
Unsupervised Discovery of Actions in Instructional Videos A. Piergiovanni A. Angelova Michael S. Ryoo Irfan Essa 13 3 0 28 Jun 2021
Unsupervised Action Segmentation for Instructional Videos A. Piergiovanni A. Angelova Michael S. Ryoo Irfan Essa SSL 19 5 0 07 Jun 2021
Transferring Knowledge from Text to Video: Zero-Shot Anticipation for Procedural Actions Fadime Sener Rishabh Saraf Angela Yao LM&Ro 22 10 0 06 Jun 2021
Anticipative Video Transformer Rohit Girdhar Kristen Grauman ViT 27 207 0 03 Jun 2021
SSCAP: Self-supervised Co-occurrence Action Parsing for Unsupervised Temporal Action Segmentation Zhe Wang Hao Chen Xinyu Li Chunhui Liu Yuanjun Xiong Joseph Tighe Charless C. Fowlkes 30 20 0 29 May 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