视频大模型

Dilated Temporal Relational Adversarial Network for Generic Video Summarization

Yujia Zhang, Michael Kampffmeyer, Xiaodan Liang, Dingwen Zhang, Min Tan, Eric P. Xing

专题命中 视频理解 ：video understanding(abstract)；分类 cs.CV

SCSampler: Sampling Salient Clips from Video for Efficient Action Recognition

Bruno Korbar, Du Tran, Lorenzo Torresani

专题命中 视频理解 ：long video(abstract)；分类 cs.CV

Learning Visual Actions Using Multiple Verb-Only Labels

Michael Wray, Dima Damen

专题命中 视频理解 ：text-to-video(abstract)；分类 cs.CV

Comments Accepted at BMVC 2019. More information can be found at https://mwray.github.io/MVOL/. Annotations can be found at https://github.com/mwray/Multi-Verb-Labels

Text-based Editing of Talking-head Video

Ohad Fried, Ayush Tewari, Michael Zollhöfer, Adam Finkelstein, Eli Shechtman, Dan B Goldman, Kyle Genova, Zeyu Jin, Christian Theobalt, Maneesh Agrawala

专题命中 视频理解 ：video generation(abstract)；分类 cs.CV

Comments A version with higher resolution images can be downloaded from the authors' website

From Here to There: Video Inbetweening Using Direct 3D Convolutions

Yunpeng Li, Dominik Roblek, Marco Tagliasacchi

专题命中 视频理解 ：video generation(abstract)；分类 cs.CV

Hierarchical Video Frame Sequence Representation with Deep Convolutional Graph Network

Feng Mao, Xiang Wu, Hui Xue, Rong Zhang

专题命中 视频理解 ：video understanding(abstract)；分类 cs.CV

Comments ECCV 2018

Journal ref ECCV 2018 Workshops pp 262-270

Lightweight Network Architecture for Real-Time Action Recognition

Alexander Kozlov, Vadim Andronov, Yana Gritsenko

专题命中 视频理解 ：video understanding(abstract)；分类 cs.CV

Comments 8 pages, 3 figures

Dynamic Graph Modules for Modeling Object-Object Interactions in Activity Recognition

Hao Huang, Luowei Zhou, Wei Zhang, Jason J. Corso, Chenliang Xu

专题命中 视频理解 ：video understanding(abstract)；分类 cs.CV

Comments 14 pages, 5 figures

Large-scale weakly-supervised pre-training for video action recognition

Deepti Ghadiyaram, Matt Feiszli, Du Tran, Xueting Yan, Heng Wang, Dhruv Mahajan

专题命中 视频理解 ：long video(abstract)；分类 cs.CV

The Visual Centrifuge: Model-Free Layered Video Representations

Jean-Baptiste Alayrac, João Carreira, Andrew Zisserman

专题命中 视频理解 ：video understanding(abstract)；分类 cs.CV

Comments Appears in: 2019 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2019). This arXiv contains the CVPR Camera Ready version of the paper (although we have included larger figures) as well as an appendix detailing the model architecture

Self-Supervised Spatiotemporal Feature Learning via Video Rotation Prediction

Longlong Jing, Xiaodong Yang, Jingen Liu, Yingli Tian

专题命中 视频理解 ：video understanding(abstract)；分类 cs.CV

Video Summarization via Actionness Ranking

Mohamed Elfeki, Ali Borji

专题命中 视频理解 ：long video(abstract)；分类 cs.CV

Journal ref Published in WACV-2019 as an Oral

A Framework towards Domain Specific Video Summarization

Vishal Kaushal, Sandeep Subramanian, Suraj Kothawade, Rishabh Iyer, Ganesh Ramakrishnan

专题命中 视频理解 ：long video(abstract)；分类 cs.CV

Comments Accepted to WACV 2019

An Attempt towards Interpretable Audio-Visual Video Captioning

Yapeng Tian, Chenxiao Guan, Justin Goodman, Marc Moore, Chenliang Xu

专题命中 视频理解 ：video understanding(abstract)；分类 cs.CV

Comments 11 pages, 4 figures

Integrated Object Detection and Tracking with Tracklet-Conditioned Detection

Zheng Zhang, Dazhi Cheng, Xizhou Zhu, Stephen Lin, Jifeng Dai

专题命中 视频理解 ：video understanding(abstract)；分类 cs.CV

NeXtVLAD: An Efficient Neural Network to Aggregate Frame-level Features for Large-scale Video Classification

Rongcheng Lin, Jing Xiao, Jianping Fan

专题命中 视频理解 ：video understanding(abstract)；分类 cs.CV

Comments ECCV 2018 workshop

Unsupervised Adversarial Visual Level Domain Adaptation for Learning Video Object Detectors from Images

Avisek Lahiri, Charan Reddy, Prabir Kumar Biswas

专题命中 视频理解 ：video understanding(abstract)；分类 cs.CV

Comments * First two authors contributed equally

Learnable Pooling Methods for Video Classification

Sebastian Kmiec, Juhan Bae, Ruijian An

专题命中 视频理解 ：video understanding(abstract)；分类 cs.CV

Comments Presented at Youtube 8M ECCV18 Workshop

Large-Scale Video Classification with Feature Space Augmentation coupled with Learned Label Relations and Ensembling

Choongyeun Cho, Benjamin Antin, Sanchit Arora, Shwan Ashrafi, Peilin Duan, Dang The Huynh, Lee James, Hang Tuan Nguyen, Mojtaba Solgi, Cuong Van Than

专题命中 视频理解 ：video understanding(abstract)；分类 cs.CV

Massively Parallel Video Networks

Joao Carreira, Viorica Patraucean, Laurent Mazare, Andrew Zisserman, Simon Osindero

专题命中 视频理解 ：video understanding(abstract)；分类 cs.CV

Comments Fixed typos in densenet model definition in appendix

Temporal Sequence Distillation: Towards Few-Frame Action Recognition in Videos

Zhaoyang Zhang, Zhanghui Kuang, Ping Luo, Litong Feng, Wei Zhang

专题命中 视频理解 ：long video(abstract)；分类 cs.CV

Comments Accepted by ACM Multimedia

Query-Conditioned Three-Player Adversarial Network for Video Summarization

Yujia Zhang, Michael Kampffmeyer, Xiaodan Liang, Min Tan, Eric P. Xing

专题命中 视频理解 ：video understanding(abstract)；分类 cs.CV

Comments 13 pages, 3 figures, BMVC 2018

Exploiting Spatial-Temporal Modelling and Multi-Modal Fusion for Human Action Recognition

Dongliang He, Fu Li, Qijie Zhao, Xiang Long, Yi Fu, Shilei Wen

专题命中 视频理解 ：video understanding(abstract)；分类 cs.CV

VirtualHome: Simulating Household Activities via Programs

Xavier Puig, Kevin Ra, Marko Boben, Jiaman Li, Tingwu Wang, Sanja Fidler, Antonio Torralba

专题命中 视频理解 ：video understanding(abstract)；分类 cs.CV

Comments CVPR 2018 (Oral)

DenseImage Network: Video Spatial-Temporal Evolution Encoding and Understanding

Xiaokai Chen, Ke Gao

专题命中 视频理解 ：video understanding(abstract)；分类 cs.CV

Comments 7 pages

Fast Retinomorphic Event Stream for Video Recognition and Reinforcement Learning

Wanjia Liu, Huaijin Chen, Rishab Goel, Yuzhong Huang, Ashok Veeraraghavan, Ankit Patel

专题命中 视频理解 ：video understanding(abstract)；分类 cs.CV

Watch, Listen, and Describe: Globally and Locally Aligned Cross-Modal Attentions for Video Captioning

Xin Wang, Yuan-Fang Wang, William Yang Wang

专题命中 视频理解 ：video understanding(abstract)；分类 cs.CV

Comments NAACL 2018

Learnable pooling with Context Gating for video classification

Antoine Miech, Ivan Laptev, Josef Sivic

专题命中 视频理解 ：video understanding(abstract)；分类 cs.CV

Comments Presented at Youtube 8M CVPR17 Workshop. Kaggle Winning model. Under review for TPAMI

Scene-centric Joint Parsing of Cross-view Videos

Hang Qi, Yuanlu Xu, Tao Yuan, Tianfu Wu, Song-Chun Zhu

专题命中 视频理解 ：video understanding(abstract)；分类 cs.CV

Comments Accepted by AAAI 2018

Kill Two Birds With One Stone: Boosting Both Object Detection Accuracy and Speed With adaptive Patch-of-Interest Composition

Shihao Zhang, Weiyao Lin, Ping Lu, Weihua Li, Shuo Deng

专题命中 视频理解 ：video understanding(abstract)；分类 cs.CV

Comments The project page for this paper is available at http://min.sjtu.edu.cn/lwydemo/Dete/demo/detection.html