视频大模型

Grounding Physical Concepts of Objects and Events Through Dynamic Visual Reasoning

Zhenfang Chen, Jiayuan Mao, Jiajun Wu, Kwan-Yee Kenneth Wong, Joshua B. Tenenbaum, Chuang Gan

专题命中 动作与事件理解 ：video reasoning(abstract)；分类 cs.CV

Comments ICLR 2021. Project page: http://dcl.csail.mit.edu/

Augmented Transformer with Adaptive Graph for Temporal Action Proposal Generation

Shuning Chang, Pichao Wang, Fan Wang, Hao Li, Jiashi Feng

专题命中 动作与事件理解 ：video understanding(abstract)；分类 cs.CV

Comments 12 pagess, 4 figures

Temporally-Weighted Hierarchical Clustering for Unsupervised Action Segmentation

M. Saquib Sarfraz, Naila Murray, Vivek Sharma, Ali Diba, Luc Van Gool, Rainer Stiefelhagen

专题命中 动作与事件理解 ：video understanding(abstract)；分类 cs.CV

Comments CVPR 2021

Temporal Context Aggregation Network for Temporal Action Proposal Refinement

Zhiwu Qing, Haisheng Su, Weihao Gan, Dongliang Wang, Wei Wu, Xiang Wang, Yu Qiao, Junjie Yan, Changxin Gao, Nong Sang

专题命中 动作与事件理解 ：video understanding(abstract)；分类 cs.CV

Comments Accepted by CVPR2021

Learning Salient Boundary Feature for Anchor-free Temporal Action Localization

Chuming Lin, Chengming Xu, Donghao Luo, Yabiao Wang, Ying Tai, Chengjie Wang, Jilin Li, Feiyue Huang, Yanwei Fu

专题命中 动作与事件理解 ：video understanding(abstract)；分类 cs.CV

Comments Accepted by CVPR2021

PcmNet: Position-Sensitive Context Modeling Network for Temporal Action Localization

Xin Qin, Hanbin Zhao, Guangchen Lin, Hao Zeng, Songcen Xu, Xi Li

专题命中 动作与事件理解 ：video understanding(abstract)；分类 cs.CV

Unsupervised Motion Representation Enhanced Network for Action Recognition

Xiaohang Yang, Lingtong Kong, Jie Yang

专题命中 动作与事件理解 ：video understanding(abstract)；分类 cs.CV

Comments Accepted by ICASSP 2021

GlocalNet: Class-aware Long-term Human Motion Synthesis

Neeraj Battan, Yudhik Agrawal, Veeravalli Saisooryarao, Aman Goel, Avinash Sharma

专题命中 动作与事件理解 ：video generation(abstract)；分类 cs.CV

Comments Appearing in 2021 IEEE Winter Conference on Applications of Computer Vision (WACV)

Journal ref 2021 IEEE Winter Conference on Applications of Computer Vision (WACV)

Temporal Relational Modeling with Self-Supervision for Action Segmentation

Dong Wang, Di Hu, Xingjian Li, Dejing Dou

专题命中 动作与事件理解 ：long video(abstract)；分类 cs.CV

Comments Accepted by the Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21)

A Multi-Task Learning Approach for Human Activity Segmentation and Ergonomics Risk Assessment

Behnoosh Parsa, Ashis G. Banerjee

专题命中 动作与事件理解 ：long video(abstract)；分类 cs.CV

Comments To appear at the 2021 Winter Conference on Applications of Computer Vision (WACV'21)

Action Duration Prediction for Segment-Level Alignment of Weakly-Labeled Videos

Reza Ghoddoosian, Saif Sayed, Vassilis Athitsos

专题命中 动作与事件理解 ：long video(abstract)；分类 cs.CV

Comments Accepted to WACV 2021

High Frame Rate Video Reconstruction based on an Event Camera

Liyuan Pan, Richard Hartley, Cedric Scheerlinck, Miaomiao Liu, Xin Yu, Yuchao Dai

专题命中 动作与事件理解 ：video generation(abstract)；分类 cs.CV

Comments TPAMI 2020. arXiv admin note: substantial text overlap with arXiv:1811.10180

Egok360: A 360 Egocentric Kinetic Human Activity Video Dataset

Keshav Bhandari, Mario A. DeLaGarza, Ziliang Zong, Hugo Latapie, Yan Yan

专题命中 动作与事件理解 ：video understanding(abstract)；分类 cs.CV

Comments 5 pages, 5 figures, 1 table, 2020 IEEE International Conference on Image Processing (ICIP)

Temporal Action Localization with Variance-Aware Networks

Ting-Ting Xie, Christos Tzelepis, Ioannis Patras

专题命中 动作与事件理解 ：long video(abstract)；分类 cs.CV

Comments Journal paper; Under review

Structure-Aware Human-Action Generation

Ping Yu, Yang Zhao, Chunyuan Li, Junsong Yuan, Changyou Chen

专题命中 动作与事件理解 ：video generation(abstract)；分类 cs.CV

Comments accepted by ECCV 2020

Understanding Road Layout from Videos as a Whole

Buyu Liu, Bingbing Zhuang, Samuel Schulter, Pan Ji, Manmohan Chandraker

专题命中 动作与事件理解 ：long video(abstract)；分类 cs.CV

Comments CVPR 2020

Human Activity Recognition based on Dynamic Spatio-Temporal Relations

Zhenyu Liu, Yaqiang Yao, Yan Liu, Yuening Zhu, Zhenchao Tao, Lei Wang, Yuhong Feng

专题命中 动作与事件理解 ：long video(abstract)；分类 cs.CV

G-TAD: Sub-Graph Localization for Temporal Action Detection

Mengmeng Xu, Chen Zhao, David S. Rojas, Ali Thabet, Bernard Ghanem

专题命中 动作与事件理解 ：video understanding(abstract)；分类 cs.CV

Comments Accepted by CVPR2020. 8 pages, 9 figures, 2 pages appendix

DIY Human Action Data Set Generation

Mehran Khodabandeh, Hamid Reza Vaezi Joze, Ilya Zharkov, Vivek Pradeep

专题命中 动作与事件理解 ：video generation(abstract)；分类 cs.CV

Journal ref The IEEE Conference on Computer Vision and Pattern Recognition Workshop (CVPRW), 2018

Learning to Deblur and Generate High Frame Rate Video with an Event Camera

Chen Haoyu, Teng Minggui, Shi Boxin, Wang YIzhou, Huang Tiejun

专题命中 动作与事件理解 ：video generation(abstract)；分类 cs.CV

Weakly Supervised Temporal Action Localization Using Deep Metric Learning

Ashraful Islam, Richard J. Radke

专题命中 动作与事件理解 ：video understanding(abstract)；分类 cs.CV

Comments accepted to WACV 2020

Recognizing Video Events with Varying Rhythms

Yikang Li, Tianshu Yu, Baoxin Li

专题命中 动作与事件理解 ：long video(abstract)；分类 cs.CV

AFO-TAD: Anchor-free One-Stage Detector for Temporal Action Detection

Yiping Tang, Chuang Niu, Minghao Dong, Shenghan Ren, Jimin Liang

专题命中 动作与事件理解 ：video understanding(abstract)；分类 cs.CV

Learning Temporal Action Proposals With Fewer Labels

Jingwei Ji, Kaidi Cao, Juan Carlos Niebles

专题命中 动作与事件理解 ：long video(abstract)；分类 cs.CV

Unsupervised Scale-consistent Depth and Ego-motion Learning from Monocular Video

Jia-Wang Bian, Zhichao Li, Naiyan Wang, Huangying Zhan, Chunhua Shen, Ming-Ming Cheng, Ian Reid

专题命中 动作与事件理解 ：long video(abstract)；分类 cs.CV

Comments Accepted to NeurIPS 2019. Code is available at https://github.com/JiawangBian/SC-SfMLearner-Release

Gaussian Temporal Awareness Networks for Action Localization

Fuchen Long, Ting Yao, Zhaofan Qiu, Xinmei Tian, Jiebo Luo, Tao Mei

专题命中 动作与事件理解 ：video understanding(abstract)；分类 cs.CV

Comments CVPR 2019 Oral

Animating Arbitrary Objects via Deep Motion Transfer

Aliaksandr Siarohin, Stéphane Lathuilière, Sergey Tulyakov, Elisa Ricci, Nicu Sebe

专题命中 动作与事件理解 ：video generation(abstract)；分类 cs.CV

Comments CVPR-2019 (oral)

Multi-Frame Content Integration with a Spatio-Temporal Attention Mechanism for Person Video Motion Transfer

Kun Cheng, Hao-Zhi Huang, Chun Yuan, Lingyiqing Zhou, Wei Liu

专题命中 动作与事件理解 ：video generation(abstract)；分类 cs.CV

Fine-Grained Action Retrieval Through Multiple Parts-of-Speech Embeddings

Michael Wray, Diane Larlus, Gabriela Csurka, Dima Damen

专题命中 动作与事件理解 ：text-to-video(abstract)；分类 cs.CV

Comments Accepted for presentation at ICCV. Project Page: https://mwray.github.io/FGAR

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

专题命中 动作与事件理解 ：text-to-video(abstract)；分类 cs.CV

Comments Accepted at ICCV 2019