Weakly-Supervised Action Localization with Expectation-Maximization Multi-Instance Learning

31 March 2020

Papers citing "Weakly-Supervised Action Localization with Expectation-Maximization Multi-Instance Learning"

50 / 52 papers shown

Title
Rethinking Pseudo-Label Guided Learning for Weakly Supervised Temporal Action Localization from the Perspective of Noise Correction Quan Zhang Yuxin Qi Xi Tang Rui Yuan Xi Lin Kaipeng Zhang Chun Yuan NoLa 86 1 0 19 Jan 2025
Full-Stage Pseudo Label Quality Enhancement for Weakly-supervised Temporal Action Localization Qianhan Feng Wenshuo Li Tong Lin Xinghao Chen 35 1 0 12 Jul 2024
SEMF: Supervised Expectation-Maximization Framework for Predicting Intervals Ilia Azizi M. Boldi V. Chavez-Demoulin 95 0 0 28 May 2024
FRACTAL: Fine-Grained Scoring from Aggregate Text Labels Yukti Makhija Priyanka Agrawal Rishi Saket A. Raghuveer 37 0 0 07 Apr 2024
Weak Supervision with Arbitrary Single Frame for Micro- and Macro-expression Spotting Wang-Wang Yu Xian-Shi Zhang Fuya Luo Yijun Cao Kai-Fu Yang Hong-Mei Yan Yong-Jie Li 36 1 0 21 Mar 2024
Revisiting Foreground and Background Separation in Weakly-supervised Temporal Action Localization: A Clustering-based Approach Qinying Liu Zilei Wang Shenghai Rong Junjie Li Y. Zhang 27 11 0 21 Dec 2023
Multiple Instance Learning for Uplift Modeling Yao Zhao Haipeng Zhang Shiwei Lyu Ruiying Jiang Jinjie Gu Guannan Zhang 30 2 0 15 Dec 2023
Rethinking Multiple Instance Learning for Whole Slide Image Classification: A Bag-Level Classifier is a Good Instance-Level Teacher Hongyi Wang Luyang Luo Fang Wang Ruofeng Tong Yen-Wei Chen Hongjie Hu Lanfen Lin Hao Chen VLM 38 4 0 02 Dec 2023
Towards Weakly Supervised End-to-end Learning for Long-video Action Recognition Jiaming Zhou Hanjun Li Kun-Yu Lin Junwei Liang 29 1 0 28 Nov 2023
ADM-Loc: Actionness Distribution Modeling for Point-supervised Temporal Action Localization Elahe Vahdani Yingli Tian 21 0 0 27 Nov 2023
POTLoc: Pseudo-Label Oriented Transformer for Point-Supervised Temporal Action Localization Elahe Vahdani Yingli Tian 30 1 0 20 Oct 2023
Weakly-Supervised Video Anomaly Detection with Snippet Anomalous Attention Yidan Fan Yongxin Yu Wenhuan Lu Yahong Han 30 20 0 28 Sep 2023
Cross-Video Contextual Knowledge Exploration and Exploitation for Ambiguity Reduction in Weakly Supervised Temporal Action Localization Songchun Zhang Chunhui Zhao 45 2 0 24 Aug 2023
Progression-Guided Temporal Action Detection in Videos Chongkai Lu Man-Wai Mak Ruimin Li Z. Chi Hong Fu AI4TS 17 0 0 18 Aug 2023
Temporal Label-Refinement for Weakly-Supervised Audio-Visual Event Localization K. Ramakrishnan 15 0 0 12 Jul 2023
Proposal-Based Multiple Instance Learning for Weakly-Supervised Temporal Action Localization Huantao Ren Wenfei Yang Tianzhu Zhang Yongdong Zhang 49 24 0 29 May 2023
Weakly-supervised Micro- and Macro-expression Spotting Based on Multi-level Consistency Wang-Wang Yu Kai-Fu Yang Hong-Mei Yan Yong-Jie Li 37 1 0 04 May 2023
Boosting Weakly-Supervised Temporal Action Localization with Text Information Guozhang Li De Cheng Xinpeng Ding N. Wang Xiaoyu Wang Xinbo Gao 32 23 0 01 May 2023
Weakly-Supervised Temporal Action Localization with Bidirectional Semantic Consistency Constraint Guozhang Li De Cheng Xinpeng Ding N. Wang Jie Li Xinbo Gao 25 6 0 25 Apr 2023
Improving Weakly Supervised Temporal Action Localization by Bridging Train-Test Gap in Pseudo Labels Jin Zhou Linjiang Huang Liang Wang Sichen Liu Hongsheng Li 29 14 0 17 Apr 2023
Iteratively Coupled Multiple Instance Learning from Instance to Bag Classifier for Whole Slide Image Classification Hongyi Wang Luyang Luo Fang Wang Ruofeng Tong Yen-Wei Chen Hongjie Hu Lanfen Lin Hao Chen VLM 26 10 0 28 Mar 2023
Weakly-Supervised Temporal Action Localization by Inferring Salient Snippet-Feature Wu Yun Mengshi Qi Chuanming Wang Huadong Ma 29 14 0 22 Mar 2023
Multi-modal Prompting for Low-Shot Temporal Action Localization Chen Ju Zeqian Li Peisen Zhao Ya Zhang Xiaopeng Zhang Qi Tian Yanfeng Wang Weidi Xie 39 18 0 21 Mar 2023
A Comprehensive Review and a Taxonomy of Edge Machine Learning: Requirements, Paradigms, and Techniques Wenbin Li Hakim Hacid Ebtesam Almazrouei Merouane Debbah 34 13 0 16 Feb 2023
Distilling Vision-Language Pre-training to Collaborate with Weakly-Supervised Temporal Action Localization Chen Ju Kunhao Zheng Jinxian Liu Peisen Zhao Ya Zhang Jianlong Chang Yanfeng Wang Qi Tian 15 11 0 19 Dec 2022
Dilation-Erosion for Single-Frame Supervised Temporal Action Localization Bin Wang Yang Song Fanming Wang Yang Zhao Xiangbo Shu Yan Rui 16 2 0 13 Dec 2022
Weakly-Supervised Temporal Action Detection for Fine-Grained Videos with Hierarchical Atomic Actions Zhi Li Lu He Huijuan Xu 26 13 0 24 Jul 2022
Forcing the Whole Video as Background: An Adversarial Learning Strategy for Weakly Temporal Action Localization Ziqiang Li Yongxin Ge Jiaruo Yu Zhongming Chen 21 18 0 14 Jul 2022
Compound Prototype Matching for Few-shot Action Recognition Yifei Huang Lijin Yang Yoichi Sato 30 43 0 12 Jul 2022
Weakly-Supervised Temporal Action Localization by Progressive Complementary Learning Jiachen Du Jialuo Feng Kun-Yu Lin Fa-Ting Hong Xiao-Ming Wu Zhongang Qi Ying Shan Weihao Zheng 42 5 0 22 Jun 2022
CREAM: Weakly Supervised Object Localization via Class RE-Activation Mapping Jilan Xu Junlin Hou Yuejie Zhang Rui Feng Ruiwei Zhao Tao Zhang Xuequan Lu Shang Gao WSOL 40 37 0 27 May 2022
Fine-grained Temporal Contrastive Learning for Weakly-supervised Temporal Action Localization Junyu Gao Mengyuan Chen Changsheng Xu 16 66 0 31 Mar 2022
Fine-Grained Visual Entailment Christopher Thomas Yipeng Zhang Shih-Fu Chang 27 5 0 29 Mar 2022
ASM-Loc: Action-aware Segment Modeling for Weakly-Supervised Temporal Action Localization Bo He Xitong Yang Le Kang Zhiyu Cheng Xingfa Zhou Abhinav Shrivastava 33 77 0 29 Mar 2022
Weakly Supervised Temporal Action Localization via Representative Snippet Knowledge Propagation Linjiang Huang Liang Wang Hongsheng Li AI4TS 15 66 0 06 Mar 2022
ACGNet: Action Complement Graph Network for Weakly-supervised Temporal Action Localization Zichen Yang Jie Qin Di Huang 28 56 0 21 Dec 2021
Background-Click Supervision for Temporal Action Localization Le Yang Junwei Han Tao Zhao Tianwei Lin Dingwen Zhang Jianxin Chen 31 61 0 24 Nov 2021
Discovery-and-Selection: Towards Optimal Multiple Instance Learning for Weakly Supervised Object Detection Shiwei Zhang Wei Ke Lin Yang WSOD 21 2 0 18 Oct 2021
Deep Learning-based Action Detection in Untrimmed Videos: A Survey Elahe Vahdani Yingli Tian 52 60 0 30 Sep 2021
Foreground-Action Consistency Network for Weakly Supervised Temporal Action Localization Linjiang Huang Liang Wang Hongsheng Li 33 76 0 14 Aug 2021
Learning Action Completeness from Points for Weakly-supervised Temporal Action Localization Pilhyeon Lee H. Byun 21 64 0 11 Aug 2021
Cross-modal Consensus Network for Weakly Supervised Temporal Action Localization Fa-Ting Hong Jialuo Feng Dan Xu Ying Shan Weishi Zheng 13 83 0 27 Jul 2021
Weakly-Supervised Temporal Action Localization Through Local-Global Background Modeling Xiang Wang Zhiwu Qing Ziyuan Huang Yutong Feng Shiwei Zhang Jianwen Jiang Mingqian Tang Yuanjie Shao Nong Sang 29 4 0 20 Jun 2021
Action Unit Memory Network for Weakly Supervised Temporal Action Localization Wang Luo Tianzhu Zhang Wenfei Yang Jingen Liu Tao Mei Feng Wu Yongdong Zhang 24 79 0 29 Apr 2021
ACM-Net: Action Context Modeling Network for Weakly-Supervised Temporal Action Localization Sanqing Qu Guang Chen Zhijun Li Lijun Zhang Fan Lu Alois C. Knoll 17 54 0 07 Apr 2021
Adaptive Mutual Supervision for Weakly-Supervised Temporal Action Localization Chen Ju Peisen Zhao Siheng Chen Ya Zhang Xiaoyun Zhang Qi Tian WSOL 39 19 0 06 Apr 2021
Learning Salient Boundary Feature for Anchor-free Temporal Action Localization Chuming Lin C. Xu Donghao Luo Yabiao Wang Ying Tai Chengjie Wang Jilin Li Feiyue Huang Yanwei Fu 33 250 0 24 Mar 2021
D2-Net: Weakly-Supervised Action Localization via Discriminative Embeddings and Denoised Activations Sanath Narayan Hisham Cholakkal Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang Ling Shao 27 54 0 11 Dec 2020
Temporal Action Detection with Multi-level Supervision Baifeng Shi Qi Dai Judy Hoffman Kate Saenko Trevor Darrell Huijuan Xu 13 13 0 24 Nov 2020
Equivalent Classification Mapping for Weakly Supervised Temporal Action Localization Tao Zhao Junwei Han Le Yang Dingwen Zhang 8 17 0 18 Aug 2020